id	sid	tid	token	lemma	pos
american_scientific_journal-11747	1	1	186	186	NUM
american_scientific_journal-11747	1	2	american	american	ADJ
american_scientific_journal-11747	1	3	academic	academic	ADJ
american_scientific_journal-11747	1	4	scientific	scientific	ADJ
american_scientific_journal-11747	1	5	research	research	NOUN
american_scientific_journal-11747	1	6	journal	journal	NOUN
american_scientific_journal-11747	1	7	for	for	ADP
american_scientific_journal-11747	1	8	engineering	engineering	NOUN
american_scientific_journal-11747	1	9	,	,	PUNCT
american_scientific_journal-11747	1	10	technology	technology	NOUN
american_scientific_journal-11747	1	11	,	,	PUNCT
american_scientific_journal-11747	1	12	and	and	CCONJ
american_scientific_journal-11747	1	13	sciences	sciences	PROPN
american_scientific_journal-11747	1	14	issn	issn	PROPN
american_scientific_journal-11747	1	15	(	(	PUNCT
american_scientific_journal-11747	1	16	print	print	NOUN
american_scientific_journal-11747	1	17	)	)	PUNCT
american_scientific_journal-11747	1	18	2313	2313	NUM
american_scientific_journal-11747	1	19	-	-	SYM
american_scientific_journal-11747	1	20	4410	4410	NUM
american_scientific_journal-11747	1	21	,	,	PUNCT
american_scientific_journal-11747	1	22	issn	issn	PROPN
american_scientific_journal-11747	1	23	(	(	PUNCT
american_scientific_journal-11747	1	24	online	online	ADJ
american_scientific_journal-11747	1	25	)	)	PUNCT
american_scientific_journal-11747	1	26	2313	2313	NUM
american_scientific_journal-11747	1	27	-	-	SYM
american_scientific_journal-11747	1	28	4402	4402	NUM
american_scientific_journal-11747	1	29	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11747	1	30	leveraging	leverage	VERB
american_scientific_journal-11747	1	31	artificial	artificial	ADJ
american_scientific_journal-11747	1	32	intelligence	intelligence	NOUN
american_scientific_journal-11747	1	33	and	and	CCONJ
american_scientific_journal-11747	1	34	data	datum	NOUN
american_scientific_journal-11747	1	35	analytics	analytic	NOUN
american_scientific_journal-11747	1	36	for	for	ADP
american_scientific_journal-11747	1	37	decision	decision	NOUN
american_scientific_journal-11747	1	38	-	-	PUNCT
american_scientific_journal-11747	1	39	making	making	NOUN
american_scientific_journal-11747	1	40	in	in	ADP
american_scientific_journal-11747	1	41	it	it	PRON
american_scientific_journal-11747	1	42	project	project	NOUN
american_scientific_journal-11747	1	43	management	management	NOUN
american_scientific_journal-11747	1	44	ievgenii	ievgenii	VERB
american_scientific_journal-11747	1	45	lysenko	lysenko	NOUN
american_scientific_journal-11747	1	46	*	*	PUNCT
american_scientific_journal-11747	1	47	it	it	PRON
american_scientific_journal-11747	1	48	project	project	NOUN
american_scientific_journal-11747	1	49	manager	manager	NOUN
american_scientific_journal-11747	1	50	at	at	ADP
american_scientific_journal-11747	1	51	pwc	pwc	PROPN
american_scientific_journal-11747	1	52	,	,	PUNCT
american_scientific_journal-11747	1	53	vinnytsia	vinnytsia	NOUN
american_scientific_journal-11747	1	54	,	,	PUNCT
american_scientific_journal-11747	1	55	ukraine	ukraine	ADJ
american_scientific_journal-11747	1	56	email	email	NOUN
american_scientific_journal-11747	1	57	:	:	PUNCT
american_scientific_journal-11747	1	58	yevhenii.lysenko@vntu.net	yevhenii.lysenko@vntu.net	NOUN
american_scientific_journal-11747	1	59	abstract	abstract	NOUN
american_scientific_journal-11747	1	60	the	the	DET
american_scientific_journal-11747	1	61	article	article	NOUN
american_scientific_journal-11747	1	62	focuses	focus	VERB
american_scientific_journal-11747	1	63	on	on	ADP
american_scientific_journal-11747	1	64	enhancing	enhance	VERB
american_scientific_journal-11747	1	65	the	the	DET
american_scientific_journal-11747	1	66	justification	justification	NOUN
american_scientific_journal-11747	1	67	of	of	ADP
american_scientific_journal-11747	1	68	managerial	managerial	ADJ
american_scientific_journal-11747	1	69	decisions	decision	NOUN
american_scientific_journal-11747	1	70	in	in	ADP
american_scientific_journal-11747	1	71	large	large	ADJ
american_scientific_journal-11747	1	72	it	it	NOUN
american_scientific_journal-11747	1	73	projects	project	NOUN
american_scientific_journal-11747	1	74	,	,	PUNCT
american_scientific_journal-11747	1	75	characterized	characterize	VERB
american_scientific_journal-11747	1	76	by	by	ADP
american_scientific_journal-11747	1	77	persistent	persistent	ADJ
american_scientific_journal-11747	1	78	instability	instability	NOUN
american_scientific_journal-11747	1	79	and	and	CCONJ
american_scientific_journal-11747	1	80	escalating	escalate	VERB
american_scientific_journal-11747	1	81	budgetary	budgetary	ADJ
american_scientific_journal-11747	1	82	and	and	CCONJ
american_scientific_journal-11747	1	83	schedule	schedule	NOUN
american_scientific_journal-11747	1	84	risks	risk	NOUN
american_scientific_journal-11747	1	85	,	,	PUNCT
american_scientific_journal-11747	1	86	through	through	ADP
american_scientific_journal-11747	1	87	the	the	DET
american_scientific_journal-11747	1	88	systematic	systematic	ADJ
american_scientific_journal-11747	1	89	integration	integration	NOUN
american_scientific_journal-11747	1	90	of	of	ADP
american_scientific_journal-11747	1	91	artificial	artificial	ADJ
american_scientific_journal-11747	1	92	intelligence	intelligence	NOUN
american_scientific_journal-11747	1	93	and	and	CCONJ
american_scientific_journal-11747	1	94	advanced	advanced	ADJ
american_scientific_journal-11747	1	95	data	datum	NOUN
american_scientific_journal-11747	1	96	analytics	analytic	NOUN
american_scientific_journal-11747	1	97	.	.	PUNCT
american_scientific_journal-11747	2	1	the	the	DET
american_scientific_journal-11747	2	2	objectives	objective	NOUN
american_scientific_journal-11747	2	3	of	of	ADP
american_scientific_journal-11747	2	4	this	this	DET
american_scientific_journal-11747	2	5	study	study	NOUN
american_scientific_journal-11747	2	6	are	be	AUX
american_scientific_journal-11747	2	7	twofold	twofold	ADV
american_scientific_journal-11747	2	8	:	:	PUNCT
american_scientific_journal-11747	2	9	first	first	ADV
american_scientific_journal-11747	2	10	,	,	PUNCT
american_scientific_journal-11747	2	11	to	to	PART
american_scientific_journal-11747	2	12	comprehensively	comprehensively	ADV
american_scientific_journal-11747	2	13	describe	describe	VERB
american_scientific_journal-11747	2	14	the	the	DET
american_scientific_journal-11747	2	15	mechanisms	mechanism	NOUN
american_scientific_journal-11747	2	16	for	for	ADP
american_scientific_journal-11747	2	17	deploying	deploy	VERB
american_scientific_journal-11747	2	18	predictive	predictive	ADJ
american_scientific_journal-11747	2	19	models	model	NOUN
american_scientific_journal-11747	2	20	and	and	CCONJ
american_scientific_journal-11747	2	21	generative	generative	ADJ
american_scientific_journal-11747	2	22	ai	ai	NOUN
american_scientific_journal-11747	2	23	tools	tool	NOUN
american_scientific_journal-11747	2	24	at	at	ADP
american_scientific_journal-11747	2	25	every	every	DET
american_scientific_journal-11747	2	26	phase	phase	NOUN
american_scientific_journal-11747	2	27	of	of	ADP
american_scientific_journal-11747	2	28	the	the	DET
american_scientific_journal-11747	2	29	it	it	PRON
american_scientific_journal-11747	2	30	project	project	NOUN
american_scientific_journal-11747	2	31	life	life	NOUN
american_scientific_journal-11747	2	32	cycle	cycle	NOUN
american_scientific_journal-11747	2	33	;	;	PUNCT
american_scientific_journal-11747	2	34	and	and	CCONJ
american_scientific_journal-11747	2	35	second	second	ADJ
american_scientific_journal-11747	2	36	,	,	PUNCT
american_scientific_journal-11747	2	37	to	to	PART
american_scientific_journal-11747	2	38	empirically	empirically	ADV
american_scientific_journal-11747	2	39	validate	validate	VERB
american_scientific_journal-11747	2	40	the	the	DET
american_scientific_journal-11747	2	41	claimed	claim	VERB
american_scientific_journal-11747	2	42	effects	effect	NOUN
american_scientific_journal-11747	2	43	using	use	VERB
american_scientific_journal-11747	2	44	the	the	DET
american_scientific_journal-11747	2	45	pwc	pwc	PROPN
american_scientific_journal-11747	2	46	cee	cee	PROPN
american_scientific_journal-11747	2	47	it	it	PRON
american_scientific_journal-11747	2	48	practice	practice	NOUN
american_scientific_journal-11747	2	49	.	.	PUNCT
american_scientific_journal-11747	3	1	the	the	DET
american_scientific_journal-11747	3	2	novelty	novelty	NOUN
american_scientific_journal-11747	3	3	of	of	ADP
american_scientific_journal-11747	3	4	the	the	DET
american_scientific_journal-11747	3	5	work	work	NOUN
american_scientific_journal-11747	3	6	lies	lie	VERB
american_scientific_journal-11747	3	7	in	in	ADP
american_scientific_journal-11747	3	8	the	the	DET
american_scientific_journal-11747	3	9	combination	combination	NOUN
american_scientific_journal-11747	3	10	of	of	ADP
american_scientific_journal-11747	3	11	predictive	predictive	ADJ
american_scientific_journal-11747	3	12	machine	machine	NOUN
american_scientific_journal-11747	3	13	learning	learning	NOUN
american_scientific_journal-11747	3	14	,	,	PUNCT
american_scientific_journal-11747	3	15	monte	monte	PROPN
american_scientific_journal-11747	3	16	carlo	carlo	PROPN
american_scientific_journal-11747	3	17	simulations	simulation	NOUN
american_scientific_journal-11747	3	18	,	,	PUNCT
american_scientific_journal-11747	3	19	ai	ai	AUX
american_scientific_journal-11747	3	20	scoring	scoring	NOUN
american_scientific_journal-11747	3	21	and	and	CCONJ
american_scientific_journal-11747	3	22	the	the	DET
american_scientific_journal-11747	3	23	copilot	copilot	NOUN
american_scientific_journal-11747	3	24	generative	generative	ADJ
american_scientific_journal-11747	3	25	planner	planner	NOUN
american_scientific_journal-11747	3	26	in	in	ADP
american_scientific_journal-11747	3	27	a	a	DET
american_scientific_journal-11747	3	28	single	single	ADJ
american_scientific_journal-11747	3	29	decision	decision	NOUN
american_scientific_journal-11747	3	30	-	-	PUNCT
american_scientific_journal-11747	3	31	making	make	VERB
american_scientific_journal-11747	3	32	loop	loop	NOUN
american_scientific_journal-11747	3	33	,	,	PUNCT
american_scientific_journal-11747	3	34	as	as	ADV
american_scientific_journal-11747	3	35	well	well	ADV
american_scientific_journal-11747	3	36	as	as	ADP
american_scientific_journal-11747	3	37	in	in	ADP
american_scientific_journal-11747	3	38	the	the	DET
american_scientific_journal-11747	3	39	fact	fact	NOUN
american_scientific_journal-11747	3	40	that	that	SCONJ
american_scientific_journal-11747	3	41	the	the	DET
american_scientific_journal-11747	3	42	author	author	NOUN
american_scientific_journal-11747	3	43	described	describe	VERB
american_scientific_journal-11747	3	44	in	in	ADP
american_scientific_journal-11747	3	45	detail	detail	NOUN
american_scientific_journal-11747	3	46	his	his	PRON
american_scientific_journal-11747	3	47	experience	experience	NOUN
american_scientific_journal-11747	3	48	of	of	ADP
american_scientific_journal-11747	3	49	implementing	implement	VERB
american_scientific_journal-11747	3	50	and	and	CCONJ
american_scientific_journal-11747	3	51	adapting	adapt	VERB
american_scientific_journal-11747	3	52	these	these	DET
american_scientific_journal-11747	3	53	technologies	technology	NOUN
american_scientific_journal-11747	3	54	in	in	ADP
american_scientific_journal-11747	3	55	the	the	DET
american_scientific_journal-11747	3	56	real	real	ADJ
american_scientific_journal-11747	3	57	pmo	pmo	PROPN
american_scientific_journal-11747	3	58	process	process	NOUN
american_scientific_journal-11747	3	59	of	of	ADP
american_scientific_journal-11747	3	60	pwc	pwc	PROPN
american_scientific_journal-11747	3	61	cee	cee	PROPN
american_scientific_journal-11747	3	62	it	it	PRON
american_scientific_journal-11747	3	63	.	.	PUNCT
american_scientific_journal-11747	4	1	this	this	DET
american_scientific_journal-11747	4	2	article	article	NOUN
american_scientific_journal-11747	4	3	will	will	AUX
american_scientific_journal-11747	4	4	be	be	AUX
american_scientific_journal-11747	4	5	helpful	helpful	ADJ
american_scientific_journal-11747	4	6	to	to	PART
american_scientific_journal-11747	4	7	project	project	VERB
american_scientific_journal-11747	4	8	leaders	leader	NOUN
american_scientific_journal-11747	4	9	,	,	PUNCT
american_scientific_journal-11747	4	10	pmo	pmo	PROPN
american_scientific_journal-11747	4	11	analysts	analyst	NOUN
american_scientific_journal-11747	4	12	,	,	PUNCT
american_scientific_journal-11747	4	13	and	and	CCONJ
american_scientific_journal-11747	4	14	developers	developer	NOUN
american_scientific_journal-11747	4	15	of	of	ADP
american_scientific_journal-11747	4	16	decision	decision	NOUN
american_scientific_journal-11747	4	17	-	-	PUNCT
american_scientific_journal-11747	4	18	support	support	NOUN
american_scientific_journal-11747	4	19	systems	system	NOUN
american_scientific_journal-11747	4	20	in	in	ADP
american_scientific_journal-11747	4	21	it	it	PRON
american_scientific_journal-11747	4	22	project	project	NOUN
american_scientific_journal-11747	4	23	management	management	NOUN
american_scientific_journal-11747	4	24	.	.	PUNCT
american_scientific_journal-11747	5	1	keywords	keyword	NOUN
american_scientific_journal-11747	5	2	:	:	PUNCT
american_scientific_journal-11747	5	3	artificial	artificial	ADJ
american_scientific_journal-11747	5	4	intelligence	intelligence	NOUN
american_scientific_journal-11747	5	5	;	;	PUNCT
american_scientific_journal-11747	5	6	data	datum	NOUN
american_scientific_journal-11747	5	7	analytics	analytic	NOUN
american_scientific_journal-11747	5	8	;	;	PUNCT
american_scientific_journal-11747	5	9	it	it	PRON
american_scientific_journal-11747	5	10	project	project	NOUN
american_scientific_journal-11747	5	11	management	management	NOUN
american_scientific_journal-11747	5	12	;	;	PUNCT
american_scientific_journal-11747	5	13	predictive	predictive	ADJ
american_scientific_journal-11747	5	14	analytics	analytic	NOUN
american_scientific_journal-11747	5	15	;	;	PUNCT
american_scientific_journal-11747	5	16	generative	generative	ADJ
american_scientific_journal-11747	5	17	ai	ai	PROPN
american_scientific_journal-11747	5	18	;	;	PUNCT
american_scientific_journal-11747	5	19	monte	monte	PROPN
american_scientific_journal-11747	5	20	carlo	carlo	PROPN
american_scientific_journal-11747	5	21	simulation	simulation	PROPN
american_scientific_journal-11747	5	22	;	;	PUNCT
american_scientific_journal-11747	5	23	decision	decision	NOUN
american_scientific_journal-11747	5	24	-	-	PUNCT
american_scientific_journal-11747	5	25	making	making	NOUN
american_scientific_journal-11747	5	26	.	.	PUNCT
american_scientific_journal-11747	6	1	1	1	X
american_scientific_journal-11747	6	2	.	.	X
american_scientific_journal-11747	6	3	introduction	introduction	NOUN
american_scientific_journal-11747	6	4	despite	despite	SCONJ
american_scientific_journal-11747	6	5	widespread	widespread	ADJ
american_scientific_journal-11747	6	6	process	process	NOUN
american_scientific_journal-11747	6	7	standardization	standardization	NOUN
american_scientific_journal-11747	6	8	and	and	CCONJ
american_scientific_journal-11747	6	9	the	the	DET
american_scientific_journal-11747	6	10	adoption	adoption	NOUN
american_scientific_journal-11747	6	11	of	of	ADP
american_scientific_journal-11747	6	12	pmbok	pmbok	PROPN
american_scientific_journal-11747	6	13	and	and	CCONJ
american_scientific_journal-11747	6	14	prince2	prince2	PROPN
american_scientific_journal-11747	6	15	frameworks	framework	NOUN
american_scientific_journal-11747	6	16	,	,	PUNCT
american_scientific_journal-11747	6	17	large	large	ADJ
american_scientific_journal-11747	6	18	it	it	PRON
american_scientific_journal-11747	6	19	initiatives	initiative	NOUN
american_scientific_journal-11747	6	20	continue	continue	VERB
american_scientific_journal-11747	6	21	to	to	PART
american_scientific_journal-11747	6	22	exhibit	exhibit	VERB
american_scientific_journal-11747	6	23	alarmingly	alarmingly	ADV
american_scientific_journal-11747	6	24	high	high	ADJ
american_scientific_journal-11747	6	25	instability	instability	NOUN
american_scientific_journal-11747	6	26	.	.	PUNCT
american_scientific_journal-11747	7	1	significant	significant	ADJ
american_scientific_journal-11747	7	2	cost	cost	NOUN
american_scientific_journal-11747	7	3	overruns	overrun	NOUN
american_scientific_journal-11747	7	4	result	result	VERB
american_scientific_journal-11747	7	5	in	in	ADP
american_scientific_journal-11747	7	6	direct	direct	ADJ
american_scientific_journal-11747	7	7	capital	capital	NOUN
american_scientific_journal-11747	7	8	losses	loss	NOUN
american_scientific_journal-11747	7	9	and	and	CCONJ
american_scientific_journal-11747	7	10	erode	erode	VERB
american_scientific_journal-11747	7	11	stakeholder	stakeholder	PROPN
american_scientific_journal-11747	7	12	trust	trust	PROPN
american_scientific_journal-11747	7	13	,	,	PUNCT
american_scientific_journal-11747	7	14	making	make	VERB
american_scientific_journal-11747	7	15	the	the	DET
american_scientific_journal-11747	7	16	justification	justification	NOUN
american_scientific_journal-11747	7	17	of	of	ADP
american_scientific_journal-11747	7	18	decisions	decision	NOUN
american_scientific_journal-11747	7	19	a	a	DET
american_scientific_journal-11747	7	20	central	central	ADJ
american_scientific_journal-11747	7	21	concern	concern	NOUN
american_scientific_journal-11747	7	22	in	in	ADP
american_scientific_journal-11747	7	23	modern	modern	ADJ
american_scientific_journal-11747	7	24	project	project	NOUN
american_scientific_journal-11747	7	25	management	management	NOUN
american_scientific_journal-11747	7	26	.	.	PUNCT
american_scientific_journal-11747	8	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11747	8	2	received	receive	VERB
american_scientific_journal-11747	8	3	:	:	PUNCT
american_scientific_journal-11747	8	4	4/20/2025	4/20/2025	NUM
american_scientific_journal-11747	8	5	accepted	accept	VERB
american_scientific_journal-11747	8	6	:	:	PUNCT
american_scientific_journal-11747	8	7	6/1/2025	6/1/2025	NUM
american_scientific_journal-11747	8	8	published	publish	VERB
american_scientific_journal-11747	8	9	:	:	PUNCT
american_scientific_journal-11747	8	10	6/13/2025	6/13/2025	NUM
american_scientific_journal-11747	8	11	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11747	8	12	*	*	PUNCT
american_scientific_journal-11747	8	13	corresponding	correspond	VERB
american_scientific_journal-11747	8	14	author	author	NOUN
american_scientific_journal-11747	8	15	.	.	PUNCT
american_scientific_journal-11747	9	1	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11747	9	2	american	american	PROPN
american_scientific_journal-11747	9	3	academic	academic	PROPN
american_scientific_journal-11747	9	4	scientific	scientific	ADJ
american_scientific_journal-11747	9	5	research	research	NOUN
american_scientific_journal-11747	9	6	journal	journal	NOUN
american_scientific_journal-11747	9	7	for	for	ADP
american_scientific_journal-11747	9	8	engineering	engineering	NOUN
american_scientific_journal-11747	9	9	,	,	PUNCT
american_scientific_journal-11747	9	10	technology	technology	NOUN
american_scientific_journal-11747	9	11	,	,	PUNCT
american_scientific_journal-11747	9	12	and	and	CCONJ
american_scientific_journal-11747	9	13	sciences	science	NOUN
american_scientific_journal-11747	9	14	(	(	PUNCT
american_scientific_journal-11747	9	15	asrjets	asrjet	NOUN
american_scientific_journal-11747	9	16	)	)	PUNCT
american_scientific_journal-11747	9	17	volume	volume	NOUN
american_scientific_journal-11747	9	18	102	102	NUM
american_scientific_journal-11747	9	19	,	,	PUNCT
american_scientific_journal-11747	9	20	no	no	DET
american_scientific_journal-11747	9	21	1	1	NUM
american_scientific_journal-11747	9	22	,	,	PUNCT
american_scientific_journal-11747	9	23	pp	pp	ADV
american_scientific_journal-11747	9	24	186	186	NUM
american_scientific_journal-11747	9	25	-	-	SYM
american_scientific_journal-11747	9	26	194	194	NUM
american_scientific_journal-11747	9	27	187	187	NUM
american_scientific_journal-11747	9	28	the	the	DET
american_scientific_journal-11747	9	29	advent	advent	NOUN
american_scientific_journal-11747	9	30	of	of	ADP
american_scientific_journal-11747	9	31	mature	mature	ADJ
american_scientific_journal-11747	9	32	ai	ai	NOUN
american_scientific_journal-11747	9	33	tools	tool	NOUN
american_scientific_journal-11747	9	34	and	and	CCONJ
american_scientific_journal-11747	9	35	advanced	advanced	ADJ
american_scientific_journal-11747	9	36	data	datum	NOUN
american_scientific_journal-11747	9	37	analytics	analytic	NOUN
american_scientific_journal-11747	9	38	is	be	AUX
american_scientific_journal-11747	9	39	transforming	transform	VERB
american_scientific_journal-11747	9	40	this	this	DET
american_scientific_journal-11747	9	41	landscape	landscape	NOUN
american_scientific_journal-11747	9	42	.	.	PUNCT
american_scientific_journal-11747	10	1	integrating	integrate	VERB
american_scientific_journal-11747	10	2	predictive	predictive	ADJ
american_scientific_journal-11747	10	3	models	model	NOUN
american_scientific_journal-11747	10	4	into	into	ADP
american_scientific_journal-11747	10	5	management	management	NOUN
american_scientific_journal-11747	10	6	platforms	platform	NOUN
american_scientific_journal-11747	10	7	can	can	AUX
american_scientific_journal-11747	10	8	reduce	reduce	VERB
american_scientific_journal-11747	10	9	the	the	DET
american_scientific_journal-11747	10	10	share	share	NOUN
american_scientific_journal-11747	10	11	of	of	ADP
american_scientific_journal-11747	10	12	failed	fail	VERB
american_scientific_journal-11747	10	13	projects	project	NOUN
american_scientific_journal-11747	10	14	by	by	ADP
american_scientific_journal-11747	10	15	an	an	DET
american_scientific_journal-11747	10	16	average	average	NOUN
american_scientific_journal-11747	10	17	of	of	ADP
american_scientific_journal-11747	10	18	30	30	NUM
american_scientific_journal-11747	10	19	%	%	NOUN
american_scientific_journal-11747	10	20	through	through	ADP
american_scientific_journal-11747	10	21	more	more	ADV
american_scientific_journal-11747	10	22	accurate	accurate	ADJ
american_scientific_journal-11747	10	23	risk	risk	NOUN
american_scientific_journal-11747	10	24	forecasting	forecasting	NOUN
american_scientific_journal-11747	10	25	and	and	CCONJ
american_scientific_journal-11747	10	26	earlier	early	ADJ
american_scientific_journal-11747	10	27	detection	detection	NOUN
american_scientific_journal-11747	10	28	of	of	ADP
american_scientific_journal-11747	10	29	deviations	deviation	NOUN
american_scientific_journal-11747	10	30	[	[	X
american_scientific_journal-11747	10	31	1	1	NUM
american_scientific_journal-11747	10	32	]	]	PUNCT
american_scientific_journal-11747	10	33	.	.	PUNCT
american_scientific_journal-11747	11	1	corporate	corporate	ADJ
american_scientific_journal-11747	11	2	centralized	centralized	ADJ
american_scientific_journal-11747	11	3	data	data	NOUN
american_scientific_journal-11747	11	4	repositories	repository	NOUN
american_scientific_journal-11747	11	5	and	and	CCONJ
american_scientific_journal-11747	11	6	machine	machine	NOUN
american_scientific_journal-11747	11	7	-	-	PUNCT
american_scientific_journal-11747	11	8	learning	learn	VERB
american_scientific_journal-11747	11	9	algorithms	algorithm	NOUN
american_scientific_journal-11747	11	10	establish	establish	VERB
american_scientific_journal-11747	11	11	a	a	DET
american_scientific_journal-11747	11	12	continuous	continuous	ADJ
american_scientific_journal-11747	11	13	feedback	feedback	NOUN
american_scientific_journal-11747	11	14	loop	loop	NOUN
american_scientific_journal-11747	11	15	,	,	PUNCT
american_scientific_journal-11747	11	16	where	where	SCONJ
american_scientific_journal-11747	11	17	each	each	DET
american_scientific_journal-11747	11	18	completed	complete	VERB
american_scientific_journal-11747	11	19	iteration	iteration	NOUN
american_scientific_journal-11747	11	20	enriches	enrich	VERB
american_scientific_journal-11747	11	21	the	the	DET
american_scientific_journal-11747	11	22	next	next	ADJ
american_scientific_journal-11747	11	23	,	,	PUNCT
american_scientific_journal-11747	11	24	diminishing	diminish	VERB
american_scientific_journal-11747	11	25	reliance	reliance	NOUN
american_scientific_journal-11747	11	26	on	on	ADP
american_scientific_journal-11747	11	27	managers	manager	NOUN
american_scientific_journal-11747	11	28	’	’	PART
american_scientific_journal-11747	11	29	subjective	subjective	ADJ
american_scientific_journal-11747	11	30	experience	experience	NOUN
american_scientific_journal-11747	11	31	.	.	PUNCT
american_scientific_journal-11747	12	1	consequently	consequently	ADV
american_scientific_journal-11747	12	2	,	,	PUNCT
american_scientific_journal-11747	12	3	the	the	DET
american_scientific_journal-11747	12	4	digital	digital	ADJ
american_scientific_journal-11747	12	5	“	"	PUNCT
american_scientific_journal-11747	12	6	co	co	NOUN
american_scientific_journal-11747	12	7	-	-	NOUN
american_scientific_journal-11747	12	8	pilot	pilot	NOUN
american_scientific_journal-11747	12	9	”	"	PUNCT
american_scientific_journal-11747	12	10	extends	extend	VERB
american_scientific_journal-11747	12	11	initiation	initiation	NOUN
american_scientific_journal-11747	12	12	and	and	CCONJ
american_scientific_journal-11747	12	13	planning	planning	NOUN
american_scientific_journal-11747	12	14	processes	process	NOUN
american_scientific_journal-11747	12	15	beyond	beyond	ADP
american_scientific_journal-11747	12	16	traditional	traditional	ADJ
american_scientific_journal-11747	12	17	manual	manual	ADJ
american_scientific_journal-11747	12	18	timeframes	timeframe	NOUN
american_scientific_journal-11747	12	19	,	,	PUNCT
american_scientific_journal-11747	12	20	freeing	free	VERB
american_scientific_journal-11747	12	21	experts	expert	NOUN
american_scientific_journal-11747	12	22	to	to	PART
american_scientific_journal-11747	12	23	focus	focus	VERB
american_scientific_journal-11747	12	24	on	on	ADP
american_scientific_journal-11747	12	25	strategic	strategic	ADJ
american_scientific_journal-11747	12	26	analysis	analysis	NOUN
american_scientific_journal-11747	12	27	and	and	CCONJ
american_scientific_journal-11747	12	28	cross	cross	ADJ
american_scientific_journal-11747	12	29	-	-	ADJ
american_scientific_journal-11747	12	30	functional	functional	ADJ
american_scientific_journal-11747	12	31	coordination	coordination	NOUN
american_scientific_journal-11747	12	32	.	.	PUNCT
american_scientific_journal-11747	13	1	against	against	ADP
american_scientific_journal-11747	13	2	this	this	DET
american_scientific_journal-11747	13	3	backdrop	backdrop	NOUN
american_scientific_journal-11747	13	4	,	,	PUNCT
american_scientific_journal-11747	13	5	the	the	DET
american_scientific_journal-11747	13	6	present	present	ADJ
american_scientific_journal-11747	13	7	study	study	NOUN
american_scientific_journal-11747	13	8	pursues	pursue	VERB
american_scientific_journal-11747	13	9	two	two	NUM
american_scientific_journal-11747	13	10	interconnected	interconnected	ADJ
american_scientific_journal-11747	13	11	goals	goal	NOUN
american_scientific_journal-11747	13	12	:	:	PUNCT
american_scientific_journal-11747	13	13	(	(	PUNCT
american_scientific_journal-11747	13	14	1	1	X
american_scientific_journal-11747	13	15	)	)	PUNCT
american_scientific_journal-11747	13	16	to	to	PART
american_scientific_journal-11747	13	17	systematically	systematically	ADV
american_scientific_journal-11747	13	18	describe	describe	VERB
american_scientific_journal-11747	13	19	how	how	SCONJ
american_scientific_journal-11747	13	20	end	end	VERB
american_scientific_journal-11747	13	21	-	-	PUNCT
american_scientific_journal-11747	13	22	to	to	ADP
american_scientific_journal-11747	13	23	-	-	PUNCT
american_scientific_journal-11747	13	24	end	end	NOUN
american_scientific_journal-11747	13	25	integration	integration	NOUN
american_scientific_journal-11747	13	26	of	of	ADP
american_scientific_journal-11747	13	27	ai	ai	NOUN
american_scientific_journal-11747	13	28	and	and	CCONJ
american_scientific_journal-11747	13	29	data	datum	NOUN
american_scientific_journal-11747	13	30	analytics	analytic	NOUN
american_scientific_journal-11747	13	31	strengthens	strengthen	VERB
american_scientific_journal-11747	13	32	decision	decision	NOUN
american_scientific_journal-11747	13	33	justification	justification	NOUN
american_scientific_journal-11747	13	34	at	at	ADP
american_scientific_journal-11747	13	35	every	every	DET
american_scientific_journal-11747	13	36	phase	phase	NOUN
american_scientific_journal-11747	13	37	of	of	ADP
american_scientific_journal-11747	13	38	the	the	DET
american_scientific_journal-11747	13	39	it	it	PROPN
american_scientific_journal-11747	13	40	project	project	NOUN
american_scientific_journal-11747	13	41	lifecycle	lifecycle	NOUN
american_scientific_journal-11747	13	42	;	;	PUNCT
american_scientific_journal-11747	13	43	and	and	CCONJ
american_scientific_journal-11747	13	44	(	(	PUNCT
american_scientific_journal-11747	13	45	2	2	X
american_scientific_journal-11747	13	46	)	)	PUNCT
american_scientific_journal-11747	13	47	to	to	PART
american_scientific_journal-11747	13	48	empirically	empirically	ADV
american_scientific_journal-11747	13	49	verify	verify	VERB
american_scientific_journal-11747	13	50	these	these	DET
american_scientific_journal-11747	13	51	effects	effect	NOUN
american_scientific_journal-11747	13	52	using	use	VERB
american_scientific_journal-11747	13	53	the	the	DET
american_scientific_journal-11747	13	54	author	author	NOUN
american_scientific_journal-11747	13	55	’s	’s	PART
american_scientific_journal-11747	13	56	pwc	pwc	PROPN
american_scientific_journal-11747	13	57	cee	cee	PROPN
american_scientific_journal-11747	13	58	it	it	PRON
american_scientific_journal-11747	13	59	practice	practice	NOUN
american_scientific_journal-11747	13	60	as	as	ADP
american_scientific_journal-11747	13	61	a	a	DET
american_scientific_journal-11747	13	62	case	case	NOUN
american_scientific_journal-11747	13	63	study	study	NOUN
american_scientific_journal-11747	13	64	.	.	PUNCT
american_scientific_journal-11747	14	1	2	2	X
american_scientific_journal-11747	14	2	.	.	X
american_scientific_journal-11747	14	3	materials	material	NOUN
american_scientific_journal-11747	14	4	and	and	CCONJ
american_scientific_journal-11747	14	5	methodology	methodology	NOUN
american_scientific_journal-11747	14	6	this	this	DET
american_scientific_journal-11747	14	7	investigation	investigation	NOUN
american_scientific_journal-11747	14	8	into	into	ADP
american_scientific_journal-11747	14	9	the	the	DET
american_scientific_journal-11747	14	10	integration	integration	NOUN
american_scientific_journal-11747	14	11	of	of	ADP
american_scientific_journal-11747	14	12	ai	ai	NOUN
american_scientific_journal-11747	14	13	and	and	CCONJ
american_scientific_journal-11747	14	14	data	datum	NOUN
american_scientific_journal-11747	14	15	analytics	analytic	NOUN
american_scientific_journal-11747	14	16	for	for	ADP
american_scientific_journal-11747	14	17	informed	informed	ADJ
american_scientific_journal-11747	14	18	decision	decision	NOUN
american_scientific_journal-11747	14	19	-	-	PUNCT
american_scientific_journal-11747	14	20	making	making	NOUN
american_scientific_journal-11747	14	21	in	in	ADP
american_scientific_journal-11747	14	22	it	it	PRON
american_scientific_journal-11747	14	23	project	project	NOUN
american_scientific_journal-11747	14	24	management	management	NOUN
american_scientific_journal-11747	14	25	is	be	AUX
american_scientific_journal-11747	14	26	grounded	ground	VERB
american_scientific_journal-11747	14	27	in	in	ADP
american_scientific_journal-11747	14	28	the	the	DET
american_scientific_journal-11747	14	29	analysis	analysis	NOUN
american_scientific_journal-11747	14	30	of	of	ADP
american_scientific_journal-11747	14	31	15	15	NUM
american_scientific_journal-11747	14	32	key	key	ADJ
american_scientific_journal-11747	14	33	sources	source	NOUN
american_scientific_journal-11747	14	34	,	,	PUNCT
american_scientific_journal-11747	14	35	including	include	VERB
american_scientific_journal-11747	14	36	academic	academic	ADJ
american_scientific_journal-11747	14	37	articles	article	NOUN
american_scientific_journal-11747	14	38	,	,	PUNCT
american_scientific_journal-11747	14	39	mckinsey	mckinsey	NOUN
american_scientific_journal-11747	14	40	and	and	CCONJ
american_scientific_journal-11747	14	41	capterra	capterra	PROPN
american_scientific_journal-11747	14	42	reports	report	NOUN
american_scientific_journal-11747	14	43	,	,	PUNCT
american_scientific_journal-11747	14	44	industry	industry	NOUN
american_scientific_journal-11747	14	45	publications	publication	NOUN
american_scientific_journal-11747	14	46	,	,	PUNCT
american_scientific_journal-11747	14	47	and	and	CCONJ
american_scientific_journal-11747	14	48	the	the	DET
american_scientific_journal-11747	14	49	author	author	NOUN
american_scientific_journal-11747	14	50	’s	’s	PART
american_scientific_journal-11747	14	51	empirical	empirical	ADJ
american_scientific_journal-11747	14	52	case	case	NOUN
american_scientific_journal-11747	14	53	study	study	NOUN
american_scientific_journal-11747	14	54	at	at	ADP
american_scientific_journal-11747	14	55	pwc	pwc	PROPN
american_scientific_journal-11747	14	56	cee	cee	PROPN
american_scientific_journal-11747	14	57	it	it	PRON
american_scientific_journal-11747	14	58	.	.	PUNCT
american_scientific_journal-11747	15	1	the	the	DET
american_scientific_journal-11747	15	2	theoretical	theoretical	ADJ
american_scientific_journal-11747	15	3	foundation	foundation	NOUN
american_scientific_journal-11747	15	4	comprises	comprise	VERB
american_scientific_journal-11747	15	5	thamma	thamma	NOUN
american_scientific_journal-11747	15	6	[	[	X
american_scientific_journal-11747	15	7	1	1	NUM
american_scientific_journal-11747	15	8	]	]	PUNCT
american_scientific_journal-11747	15	9	,	,	PUNCT
american_scientific_journal-11747	15	10	who	who	PRON
american_scientific_journal-11747	15	11	demonstrated	demonstrate	VERB
american_scientific_journal-11747	15	12	reduced	reduced	ADJ
american_scientific_journal-11747	15	13	project	project	NOUN
american_scientific_journal-11747	15	14	-	-	PUNCT
american_scientific_journal-11747	15	15	failure	failure	NOUN
american_scientific_journal-11747	15	16	rates	rate	NOUN
american_scientific_journal-11747	15	17	via	via	ADP
american_scientific_journal-11747	15	18	predictive	predictive	ADJ
american_scientific_journal-11747	15	19	models	model	NOUN
american_scientific_journal-11747	15	20	;	;	PUNCT
american_scientific_journal-11747	15	21	bloch	bloch	PROPN
american_scientific_journal-11747	15	22	and	and	CCONJ
american_scientific_journal-11747	15	23	his	his	PRON
american_scientific_journal-11747	15	24	colleagues	colleague	NOUN
american_scientific_journal-11747	15	25	[	[	X
american_scientific_journal-11747	15	26	2	2	NUM
american_scientific_journal-11747	15	27	]	]	PUNCT
american_scientific_journal-11747	15	28	and	and	CCONJ
american_scientific_journal-11747	15	29	the	the	DET
american_scientific_journal-11747	15	30	chaos	chaos	NOUN
american_scientific_journal-11747	15	31	report	report	NOUN
american_scientific_journal-11747	15	32	[	[	X
american_scientific_journal-11747	15	33	4	4	NUM
american_scientific_journal-11747	15	34	]	]	PUNCT
american_scientific_journal-11747	15	35	,	,	PUNCT
american_scientific_journal-11747	15	36	detailing	detail	VERB
american_scientific_journal-11747	15	37	the	the	DET
american_scientific_journal-11747	15	38	principal	principal	ADJ
american_scientific_journal-11747	15	39	causes	cause	NOUN
american_scientific_journal-11747	15	40	of	of	ADP
american_scientific_journal-11747	15	41	budget	budget	NOUN
american_scientific_journal-11747	15	42	overruns	overrun	NOUN
american_scientific_journal-11747	15	43	;	;	PUNCT
american_scientific_journal-11747	15	44	and	and	CCONJ
american_scientific_journal-11747	15	45	chandrasekaran	chandrasekaran	VERB
american_scientific_journal-11747	15	46	[	[	X
american_scientific_journal-11747	15	47	5	5	NUM
american_scientific_journal-11747	15	48	]	]	PUNCT
american_scientific_journal-11747	15	49	,	,	PUNCT
american_scientific_journal-11747	15	50	who	who	PRON
american_scientific_journal-11747	15	51	outlined	outline	VERB
american_scientific_journal-11747	15	52	the	the	DET
american_scientific_journal-11747	15	53	“	"	PUNCT
american_scientific_journal-11747	15	54	projects	project	NOUN
american_scientific_journal-11747	15	55	5.0	5.0	NUM
american_scientific_journal-11747	15	56	”	"	PUNCT
american_scientific_journal-11747	15	57	concept	concept	NOUN
american_scientific_journal-11747	15	58	incorporating	incorporate	VERB
american_scientific_journal-11747	15	59	digital	digital	ADJ
american_scientific_journal-11747	15	60	twins	twin	NOUN
american_scientific_journal-11747	15	61	and	and	CCONJ
american_scientific_journal-11747	15	62	ai	ai	AUX
american_scientific_journal-11747	15	63	scoring	score	VERB
american_scientific_journal-11747	15	64	to	to	PART
american_scientific_journal-11747	15	65	improve	improve	VERB
american_scientific_journal-11747	15	66	roi	roi	NOUN
american_scientific_journal-11747	15	67	.	.	PUNCT
american_scientific_journal-11747	16	1	methodologically	methodologically	ADV
american_scientific_journal-11747	16	2	,	,	PUNCT
american_scientific_journal-11747	16	3	the	the	DET
american_scientific_journal-11747	16	4	study	study	NOUN
american_scientific_journal-11747	16	5	combined	combine	VERB
american_scientific_journal-11747	16	6	:	:	PUNCT
american_scientific_journal-11747	16	7	●	●	NUM
american_scientific_journal-11747	16	8	comparative	comparative	ADJ
american_scientific_journal-11747	16	9	analysis	analysis	NOUN
american_scientific_journal-11747	16	10	of	of	ADP
american_scientific_journal-11747	16	11	technologies	technology	NOUN
american_scientific_journal-11747	16	12	—	—	PUNCT
american_scientific_journal-11747	16	13	juxtaposition	juxtaposition	NOUN
american_scientific_journal-11747	16	14	of	of	ADP
american_scientific_journal-11747	16	15	traditional	traditional	ADJ
american_scientific_journal-11747	16	16	pm	pm	NOUN
american_scientific_journal-11747	16	17	frameworks	framework	NOUN
american_scientific_journal-11747	16	18	(	(	PUNCT
american_scientific_journal-11747	16	19	pmbok	pmbok	NOUN
american_scientific_journal-11747	16	20	,	,	PUNCT
american_scientific_journal-11747	16	21	prince2	prince2	PROPN
american_scientific_journal-11747	16	22	)	)	PUNCT
american_scientific_journal-11747	16	23	with	with	ADP
american_scientific_journal-11747	16	24	generative	generative	ADJ
american_scientific_journal-11747	16	25	-	-	PUNCT
american_scientific_journal-11747	16	26	ai	ai	NOUN
american_scientific_journal-11747	16	27	and	and	CCONJ
american_scientific_journal-11747	16	28	advanced	advanced	ADJ
american_scientific_journal-11747	16	29	-	-	PUNCT
american_scientific_journal-11747	16	30	analytics	analytic	NOUN
american_scientific_journal-11747	16	31	platforms	platform	NOUN
american_scientific_journal-11747	16	32	(	(	PUNCT
american_scientific_journal-11747	16	33	planisware	planisware	PROPN
american_scientific_journal-11747	16	34	generative	generative	NOUN
american_scientific_journal-11747	16	35	ai	ai	VERB
american_scientific_journal-11747	16	36	[	[	X
american_scientific_journal-11747	16	37	9	9	NUM
american_scientific_journal-11747	16	38	]	]	PUNCT
american_scientific_journal-11747	16	39	,	,	PUNCT
american_scientific_journal-11747	16	40	microsoft	microsoft	PROPN
american_scientific_journal-11747	16	41	copilot	copilot	PROPN
american_scientific_journal-11747	17	1	[	[	X
american_scientific_journal-11747	17	2	12	12	NUM
american_scientific_journal-11747	17	3	]	]	PUNCT
american_scientific_journal-11747	17	4	,	,	PUNCT
american_scientific_journal-11747	17	5	trueproject	trueproject	PROPN
american_scientific_journal-11747	17	6	[	[	X
american_scientific_journal-11747	17	7	11	11	NUM
american_scientific_journal-11747	17	8	]	]	PUNCT
american_scientific_journal-11747	17	9	)	)	PUNCT
american_scientific_journal-11747	17	10	to	to	PART
american_scientific_journal-11747	17	11	assess	assess	VERB
american_scientific_journal-11747	17	12	their	their	PRON
american_scientific_journal-11747	17	13	impact	impact	NOUN
american_scientific_journal-11747	17	14	on	on	ADP
american_scientific_journal-11747	17	15	planning	planning	NOUN
american_scientific_journal-11747	17	16	speed	speed	NOUN
american_scientific_journal-11747	17	17	,	,	PUNCT
american_scientific_journal-11747	17	18	quality	quality	NOUN
american_scientific_journal-11747	17	19	,	,	PUNCT
american_scientific_journal-11747	17	20	and	and	CCONJ
american_scientific_journal-11747	17	21	early	early	ADJ
american_scientific_journal-11747	17	22	risk	risk	NOUN
american_scientific_journal-11747	17	23	detection	detection	NOUN
american_scientific_journal-11747	18	1	[	[	X
american_scientific_journal-11747	18	2	1,9,11	1,9,11	NUM
american_scientific_journal-11747	18	3	]	]	PUNCT
american_scientific_journal-11747	18	4	.	.	PUNCT
american_scientific_journal-11747	19	1	●	●	PUNCT
american_scientific_journal-11747	19	2	systematic	systematic	ADJ
american_scientific_journal-11747	19	3	review	review	NOUN
american_scientific_journal-11747	19	4	of	of	ADP
american_scientific_journal-11747	19	5	industry	industry	NOUN
american_scientific_journal-11747	19	6	reports	report	NOUN
american_scientific_journal-11747	19	7	—	—	PUNCT
american_scientific_journal-11747	19	8	meta	meta	X
american_scientific_journal-11747	19	9	-	-	PUNCT
american_scientific_journal-11747	19	10	analysis	analysis	NOUN
american_scientific_journal-11747	19	11	of	of	ADP
american_scientific_journal-11747	19	12	mckinsey	mckinsey	NOUN
american_scientific_journal-11747	19	13	's	's	PART
american_scientific_journal-11747	19	14	“	"	PUNCT
american_scientific_journal-11747	19	15	projects	project	VERB
american_scientific_journal-11747	19	16	5.0	5.0	NUM
american_scientific_journal-11747	19	17	”	"	PUNCT
american_scientific_journal-11747	19	18	data	datum	NOUN
american_scientific_journal-11747	19	19	[	[	X
american_scientific_journal-11747	19	20	5	5	NUM
american_scientific_journal-11747	19	21	]	]	PUNCT
american_scientific_journal-11747	19	22	,	,	PUNCT
american_scientific_journal-11747	19	23	capterra	capterra	PROPN
american_scientific_journal-11747	19	24	aifeature	aifeature	PROPN
american_scientific_journal-11747	19	25	roi	roi	NOUN
american_scientific_journal-11747	19	26	findings	finding	NOUN
american_scientific_journal-11747	19	27	[	[	X
american_scientific_journal-11747	19	28	7	7	NUM
american_scientific_journal-11747	19	29	]	]	PUNCT
american_scientific_journal-11747	19	30	,	,	PUNCT
american_scientific_journal-11747	19	31	and	and	CCONJ
american_scientific_journal-11747	19	32	shell	shell	VERB
american_scientific_journal-11747	19	33	predictive	predictive	ADJ
american_scientific_journal-11747	19	34	-	-	PUNCT
american_scientific_journal-11747	19	35	maintenance	maintenance	NOUN
american_scientific_journal-11747	19	36	case	case	NOUN
american_scientific_journal-11747	19	37	studies	study	NOUN
american_scientific_journal-11747	19	38	[	[	X
american_scientific_journal-11747	19	39	6	6	NUM
american_scientific_journal-11747	19	40	]	]	PUNCT
american_scientific_journal-11747	19	41	,	,	PUNCT
american_scientific_journal-11747	19	42	to	to	PART
american_scientific_journal-11747	19	43	evaluate	evaluate	VERB
american_scientific_journal-11747	19	44	the	the	DET
american_scientific_journal-11747	19	45	economic	economic	ADJ
american_scientific_journal-11747	19	46	efficiency	efficiency	NOUN
american_scientific_journal-11747	19	47	of	of	ADP
american_scientific_journal-11747	19	48	a	a	DET
american_scientific_journal-11747	19	49	data	data	NOUN
american_scientific_journal-11747	19	50	-	-	PUNCT
american_scientific_journal-11747	19	51	driven	drive	VERB
american_scientific_journal-11747	19	52	transition	transition	NOUN
american_scientific_journal-11747	19	53	.	.	PUNCT
american_scientific_journal-11747	20	1	●	●	PUNCT
american_scientific_journal-11747	20	2	empirical	empirical	ADJ
american_scientific_journal-11747	20	3	case	case	NOUN
american_scientific_journal-11747	20	4	study	study	NOUN
american_scientific_journal-11747	20	5	—	—	PUNCT
american_scientific_journal-11747	20	6	collection	collection	NOUN
american_scientific_journal-11747	20	7	and	and	CCONJ
american_scientific_journal-11747	20	8	analysis	analysis	NOUN
american_scientific_journal-11747	20	9	of	of	ADP
american_scientific_journal-11747	20	10	pwc	pwc	PROPN
american_scientific_journal-11747	20	11	cee	cee	PROPN
american_scientific_journal-11747	20	12	it	it	PRON
american_scientific_journal-11747	20	13	project	project	NOUN
american_scientific_journal-11747	20	14	metrics	metric	NOUN
american_scientific_journal-11747	20	15	from	from	ADP
american_scientific_journal-11747	20	16	april	april	PROPN
american_scientific_journal-11747	20	17	through	through	ADP
american_scientific_journal-11747	20	18	november	november	PROPN
american_scientific_journal-11747	20	19	2024	2024	NUM
american_scientific_journal-11747	20	20	:	:	PUNCT
american_scientific_journal-11747	20	21	budget	budget	NOUN
american_scientific_journal-11747	20	22	deviations	deviation	NOUN
american_scientific_journal-11747	20	23	,	,	PUNCT
american_scientific_journal-11747	20	24	days	day	NOUN
american_scientific_journal-11747	20	25	to	to	PART
american_scientific_journal-11747	20	26	launch	launch	VERB
american_scientific_journal-11747	20	27	,	,	PUNCT
american_scientific_journal-11747	20	28	and	and	CCONJ
american_scientific_journal-11747	20	29	person	person	NOUN
american_scientific_journal-11747	20	30	-	-	PUNCT
american_scientific_journal-11747	20	31	hour	hour	NOUN
american_scientific_journal-11747	20	32	expenditures	expenditure	NOUN
american_scientific_journal-11747	20	33	;	;	PUNCT
american_scientific_journal-11747	20	34	application	application	NOUN
american_scientific_journal-11747	20	35	of	of	ADP
american_scientific_journal-11747	20	36	monte	monte	PROPN
american_scientific_journal-11747	20	37	carlo	carlo	PROPN
american_scientific_journal-11747	20	38	simulation	simulation	PROPN
american_scientific_journal-11747	20	39	to	to	PART
american_scientific_journal-11747	20	40	quantify	quantify	VERB
american_scientific_journal-11747	20	41	the	the	DET
american_scientific_journal-11747	20	42	impact	impact	NOUN
american_scientific_journal-11747	20	43	of	of	ADP
american_scientific_journal-11747	20	44	managerial	managerial	ADJ
american_scientific_journal-11747	20	45	interventions	intervention	NOUN
american_scientific_journal-11747	20	46	[	[	X
american_scientific_journal-11747	20	47	8,10	8,10	NOUN
american_scientific_journal-11747	20	48	]	]	PUNCT
american_scientific_journal-11747	20	49	.	.	PUNCT
american_scientific_journal-11747	21	1	●	●	PUNCT
american_scientific_journal-11747	21	2	content	content	NOUN
american_scientific_journal-11747	21	3	analysis	analysis	NOUN
american_scientific_journal-11747	21	4	of	of	ADP
american_scientific_journal-11747	21	5	surveys	survey	NOUN
american_scientific_journal-11747	21	6	and	and	CCONJ
american_scientific_journal-11747	21	7	interviews	interview	NOUN
american_scientific_journal-11747	21	8	—	—	PUNCT
american_scientific_journal-11747	21	9	synthesis	synthesis	NOUN
american_scientific_journal-11747	21	10	of	of	ADP
american_scientific_journal-11747	21	11	feedback	feedback	NOUN
american_scientific_journal-11747	21	12	from	from	ADP
american_scientific_journal-11747	21	13	300	300	NUM
american_scientific_journal-11747	21	14	capital	capital	NOUN
american_scientific_journal-11747	21	15	-	-	PUNCT
american_scientific_journal-11747	21	16	program	program	NOUN
american_scientific_journal-11747	21	17	executives	executive	NOUN
american_scientific_journal-11747	21	18	and	and	CCONJ
american_scientific_journal-11747	21	19	1,440	1,440	NUM
american_scientific_journal-11747	21	20	project	project	NOUN
american_scientific_journal-11747	21	21	managers	manager	NOUN
american_scientific_journal-11747	21	22	on	on	ADP
american_scientific_journal-11747	21	23	generative	generative	ADJ
american_scientific_journal-11747	21	24	-	-	PUNCT
american_scientific_journal-11747	21	25	ai	ai	NOUN
american_scientific_journal-11747	21	26	use	use	NOUN
american_scientific_journal-11747	21	27	in	in	ADP
american_scientific_journal-11747	21	28	pmos	pmos	NOUN
american_scientific_journal-11747	21	29	,	,	PUNCT
american_scientific_journal-11747	21	30	and	and	CCONJ
american_scientific_journal-11747	21	31	their	their	PRON
american_scientific_journal-11747	21	32	requests	request	NOUN
american_scientific_journal-11747	21	33	for	for	ADP
american_scientific_journal-11747	21	34	ai	ai	ADJ
american_scientific_journal-11747	21	35	-	-	PUNCT
american_scientific_journal-11747	21	36	literacy	literacy	NOUN
american_scientific_journal-11747	21	37	training	training	NOUN
american_scientific_journal-11747	21	38	[	[	X
american_scientific_journal-11747	21	39	5	5	NUM
american_scientific_journal-11747	21	40	]	]	PUNCT
american_scientific_journal-11747	21	41	,	,	PUNCT
american_scientific_journal-11747	21	42	[	[	X
american_scientific_journal-11747	21	43	15	15	NUM
american_scientific_journal-11747	21	44	]	]	PUNCT
american_scientific_journal-11747	21	45	.	.	PUNCT
american_scientific_journal-11747	22	1	3	3	X
american_scientific_journal-11747	22	2	.	.	NOUN
american_scientific_journal-11747	22	3	results	result	NOUN
american_scientific_journal-11747	22	4	and	and	CCONJ
american_scientific_journal-11747	22	5	discussion	discussion	VERB
american_scientific_journal-11747	22	6	the	the	DET
american_scientific_journal-11747	22	7	stability	stability	NOUN
american_scientific_journal-11747	22	8	of	of	ADP
american_scientific_journal-11747	22	9	outcome	outcome	NOUN
american_scientific_journal-11747	22	10	metrics	metric	NOUN
american_scientific_journal-11747	22	11	remains	remain	VERB
american_scientific_journal-11747	22	12	a	a	DET
american_scientific_journal-11747	22	13	critical	critical	ADJ
american_scientific_journal-11747	22	14	weakness	weakness	NOUN
american_scientific_journal-11747	22	15	in	in	ADP
american_scientific_journal-11747	22	16	traditional	traditional	ADJ
american_scientific_journal-11747	22	17	it	it	PRON
american_scientific_journal-11747	22	18	project	project	NOUN
american_scientific_journal-11747	22	19	management	management	NOUN
american_scientific_journal-11747	22	20	.	.	PUNCT
american_scientific_journal-11747	23	1	a	a	DET
american_scientific_journal-11747	23	2	comparative	comparative	ADJ
american_scientific_journal-11747	23	3	analysis	analysis	NOUN
american_scientific_journal-11747	23	4	of	of	ADP
american_scientific_journal-11747	23	5	1,471	1,471	NUM
american_scientific_journal-11747	23	6	large	large	ADJ
american_scientific_journal-11747	23	7	initiatives	initiative	NOUN
american_scientific_journal-11747	23	8	revealed	reveal	VERB
american_scientific_journal-11747	23	9	that	that	SCONJ
american_scientific_journal-11747	23	10	,	,	PUNCT
american_scientific_journal-11747	23	11	among	among	ADP
american_scientific_journal-11747	23	12	the	the	DET
american_scientific_journal-11747	23	13	45	45	NUM
american_scientific_journal-11747	23	14	%	%	NOUN
american_scientific_journal-11747	23	15	of	of	ADP
american_scientific_journal-11747	23	16	projects	project	NOUN
american_scientific_journal-11747	23	17	over	over	ADP
american_scientific_journal-11747	23	18	usd	usd	NOUN
american_scientific_journal-11747	23	19	15	15	NUM
american_scientific_journal-11747	23	20	million	million	NUM
american_scientific_journal-11747	23	21	that	that	PRON
american_scientific_journal-11747	23	22	exceeded	exceed	VERB
american_scientific_journal-11747	23	23	budget	budget	NOUN
american_scientific_journal-11747	23	24	,	,	PUNCT
american_scientific_journal-11747	23	25	13	13	NUM
american_scientific_journal-11747	23	26	%	%	NOUN
american_scientific_journal-11747	23	27	of	of	ADP
american_scientific_journal-11747	23	28	overruns	overrun	NOUN
american_scientific_journal-11747	23	29	were	be	AUX
american_scientific_journal-11747	23	30	due	due	ADJ
american_scientific_journal-11747	23	31	to	to	ADP
american_scientific_journal-11747	23	32	loss	loss	NOUN
american_scientific_journal-11747	23	33	of	of	ADP
american_scientific_journal-11747	23	34	focus	focus	NOUN
american_scientific_journal-11747	23	35	,	,	PUNCT
american_scientific_journal-11747	23	36	11	11	NUM
american_scientific_journal-11747	23	37	%	%	NOUN
american_scientific_journal-11747	23	38	to	to	ADP
american_scientific_journal-11747	23	39	execution	execution	NOUN
american_scientific_journal-11747	23	40	challenges	challenge	NOUN
american_scientific_journal-11747	23	41	,	,	PUNCT
american_scientific_journal-11747	23	42	9	9	NUM
american_scientific_journal-11747	23	43	%	%	NOUN
american_scientific_journal-11747	23	44	to	to	ADP
american_scientific_journal-11747	23	45	american	american	ADJ
american_scientific_journal-11747	23	46	academic	academic	ADJ
american_scientific_journal-11747	23	47	scientific	scientific	ADJ
american_scientific_journal-11747	23	48	research	research	NOUN
american_scientific_journal-11747	23	49	journal	journal	NOUN
american_scientific_journal-11747	23	50	for	for	ADP
american_scientific_journal-11747	23	51	engineering	engineering	NOUN
american_scientific_journal-11747	23	52	,	,	PUNCT
american_scientific_journal-11747	23	53	technology	technology	NOUN
american_scientific_journal-11747	23	54	,	,	PUNCT
american_scientific_journal-11747	23	55	and	and	CCONJ
american_scientific_journal-11747	23	56	sciences	science	NOUN
american_scientific_journal-11747	23	57	(	(	PUNCT
american_scientific_journal-11747	23	58	asrjets	asrjet	NOUN
american_scientific_journal-11747	23	59	)	)	PUNCT
american_scientific_journal-11747	23	60	volume	volume	NOUN
american_scientific_journal-11747	23	61	102	102	NUM
american_scientific_journal-11747	23	62	,	,	PUNCT
american_scientific_journal-11747	23	63	no	no	DET
american_scientific_journal-11747	23	64	1	1	NUM
american_scientific_journal-11747	23	65	,	,	PUNCT
american_scientific_journal-11747	23	66	pp	pp	ADV
american_scientific_journal-11747	23	67	186	186	NUM
american_scientific_journal-11747	23	68	-	-	SYM
american_scientific_journal-11747	23	69	194	194	NUM
american_scientific_journal-11747	23	70	188	188	NUM
american_scientific_journal-11747	23	71	requirement	requirement	NOUN
american_scientific_journal-11747	23	72	changes	change	NOUN
american_scientific_journal-11747	23	73	,	,	PUNCT
american_scientific_journal-11747	23	74	and	and	CCONJ
american_scientific_journal-11747	23	75	6	6	NUM
american_scientific_journal-11747	23	76	%	%	NOUN
american_scientific_journal-11747	23	77	each	each	PRON
american_scientific_journal-11747	23	78	to	to	PART
american_scientific_journal-11747	23	79	skill	skill	VERB
american_scientific_journal-11747	23	80	gaps	gap	NOUN
american_scientific_journal-11747	23	81	and	and	CCONJ
american_scientific_journal-11747	23	82	unexplained	unexplained	ADJ
american_scientific_journal-11747	23	83	causes	cause	NOUN
american_scientific_journal-11747	23	84	(	(	PUNCT
american_scientific_journal-11747	23	85	fig	fig	NOUN
american_scientific_journal-11747	23	86	.	.	PUNCT
american_scientific_journal-11747	24	1	1	1	NUM
american_scientific_journal-11747	24	2	)	)	PUNCT
american_scientific_journal-11747	24	3	.	.	PUNCT
american_scientific_journal-11747	25	1	moreover	moreover	ADV
american_scientific_journal-11747	25	2	,	,	PUNCT
american_scientific_journal-11747	25	3	7	7	NUM
american_scientific_journal-11747	25	4	%	%	NOUN
american_scientific_journal-11747	25	5	of	of	ADP
american_scientific_journal-11747	25	6	budgetoverrun	budgetoverrun	NOUN
american_scientific_journal-11747	25	7	projects	project	NOUN
american_scientific_journal-11747	25	8	also	also	ADV
american_scientific_journal-11747	25	9	missed	miss	VERB
american_scientific_journal-11747	25	10	deadlines	deadline	NOUN
american_scientific_journal-11747	25	11	.	.	PUNCT
american_scientific_journal-11747	26	1	actual	actual	ADJ
american_scientific_journal-11747	26	2	returns	return	NOUN
american_scientific_journal-11747	26	3	averaged	average	VERB
american_scientific_journal-11747	26	4	56	56	NUM
american_scientific_journal-11747	26	5	%	%	NOUN
american_scientific_journal-11747	26	6	below	below	ADP
american_scientific_journal-11747	26	7	expectations	expectation	NOUN
american_scientific_journal-11747	26	8	[	[	X
american_scientific_journal-11747	26	9	2	2	NUM
american_scientific_journal-11747	26	10	]	]	PUNCT
american_scientific_journal-11747	26	11	.	.	PUNCT
american_scientific_journal-11747	27	1	the	the	DET
american_scientific_journal-11747	27	2	primary	primary	ADJ
american_scientific_journal-11747	27	3	triggers	trigger	NOUN
american_scientific_journal-11747	27	4	are	be	AUX
american_scientific_journal-11747	27	5	unclear	unclear	ADJ
american_scientific_journal-11747	27	6	objectives	objective	NOUN
american_scientific_journal-11747	27	7	,	,	PUNCT
american_scientific_journal-11747	27	8	unrealistic	unrealistic	ADJ
american_scientific_journal-11747	27	9	schedules	schedule	NOUN
american_scientific_journal-11747	27	10	,	,	PUNCT
american_scientific_journal-11747	27	11	and	and	CCONJ
american_scientific_journal-11747	27	12	constant	constant	ADJ
american_scientific_journal-11747	27	13	scope	scope	NOUN
american_scientific_journal-11747	27	14	changes	change	NOUN
american_scientific_journal-11747	27	15	.	.	PUNCT
american_scientific_journal-11747	28	1	figure	figure	VERB
american_scientific_journal-11747	28	2	1	1	NUM
american_scientific_journal-11747	28	3	:	:	PUNCT
american_scientific_journal-11747	28	4	distribution	distribution	NOUN
american_scientific_journal-11747	28	5	of	of	ADP
american_scientific_journal-11747	28	6	reasons	reason	NOUN
american_scientific_journal-11747	28	7	for	for	ADP
american_scientific_journal-11747	28	8	budget	budget	NOUN
american_scientific_journal-11747	28	9	overruns	overrun	NOUN
american_scientific_journal-11747	28	10	in	in	ADP
american_scientific_journal-11747	28	11	large	large	ADJ
american_scientific_journal-11747	28	12	it	it	PRON
american_scientific_journal-11747	28	13	projects	project	VERB
american_scientific_journal-11747	28	14	[	[	X
american_scientific_journal-11747	28	15	2	2	NUM
american_scientific_journal-11747	28	16	]	]	PUNCT
american_scientific_journal-11747	28	17	when	when	SCONJ
american_scientific_journal-11747	28	18	scaled	scale	VERB
american_scientific_journal-11747	28	19	to	to	ADP
american_scientific_journal-11747	28	20	megaprojects	megaproject	NOUN
american_scientific_journal-11747	28	21	,	,	PUNCT
american_scientific_journal-11747	28	22	overruns	overrun	NOUN
american_scientific_journal-11747	28	23	intensify	intensify	VERB
american_scientific_journal-11747	28	24	:	:	PUNCT
american_scientific_journal-11747	28	25	one	one	NUM
american_scientific_journal-11747	28	26	analysis	analysis	NOUN
american_scientific_journal-11747	28	27	[	[	X
american_scientific_journal-11747	28	28	3	3	NUM
american_scientific_journal-11747	28	29	]	]	PUNCT
american_scientific_journal-11747	28	30	documented	document	VERB
american_scientific_journal-11747	28	31	average	average	ADJ
american_scientific_journal-11747	28	32	cost	cost	NOUN
american_scientific_journal-11747	28	33	overruns	overrun	NOUN
american_scientific_journal-11747	28	34	of	of	ADP
american_scientific_journal-11747	28	35	at	at	ADV
american_scientific_journal-11747	28	36	least	least	ADV
american_scientific_journal-11747	28	37	79	79	NUM
american_scientific_journal-11747	28	38	%	%	NOUN
american_scientific_journal-11747	28	39	and	and	CCONJ
american_scientific_journal-11747	28	40	schedule	schedule	NOUN
american_scientific_journal-11747	28	41	delays	delay	NOUN
american_scientific_journal-11747	28	42	of	of	ADP
american_scientific_journal-11747	28	43	52	52	NUM
american_scientific_journal-11747	28	44	%	%	NOUN
american_scientific_journal-11747	28	45	relative	relative	ADJ
american_scientific_journal-11747	28	46	to	to	ADP
american_scientific_journal-11747	28	47	the	the	DET
american_scientific_journal-11747	28	48	original	original	ADJ
american_scientific_journal-11747	28	49	baselines	baseline	NOUN
american_scientific_journal-11747	28	50	.	.	PUNCT
american_scientific_journal-11747	29	1	the	the	DET
american_scientific_journal-11747	29	2	chaos	chaos	NOUN
american_scientific_journal-11747	29	3	report	report	NOUN
american_scientific_journal-11747	29	4	further	far	ADV
american_scientific_journal-11747	29	5	indicates	indicate	VERB
american_scientific_journal-11747	29	6	that	that	SCONJ
american_scientific_journal-11747	29	7	only	only	ADV
american_scientific_journal-11747	29	8	31	31	NUM
american_scientific_journal-11747	29	9	%	%	NOUN
american_scientific_journal-11747	29	10	of	of	ADP
american_scientific_journal-11747	29	11	it	it	PRON
american_scientific_journal-11747	29	12	projects	project	NOUN
american_scientific_journal-11747	29	13	are	be	AUX
american_scientific_journal-11747	29	14	completed	complete	VERB
american_scientific_journal-11747	29	15	successfully	successfully	ADV
american_scientific_journal-11747	29	16	,	,	PUNCT
american_scientific_journal-11747	29	17	50	50	NUM
american_scientific_journal-11747	29	18	%	%	NOUN
american_scientific_journal-11747	29	19	are	be	AUX
american_scientific_journal-11747	29	20	finished	finish	VERB
american_scientific_journal-11747	29	21	with	with	ADP
american_scientific_journal-11747	29	22	resource	resource	NOUN
american_scientific_journal-11747	29	23	overruns	overrun	NOUN
american_scientific_journal-11747	29	24	and	and	CCONJ
american_scientific_journal-11747	29	25	reduced	reduced	ADJ
american_scientific_journal-11747	29	26	functionality	functionality	NOUN
american_scientific_journal-11747	29	27	,	,	PUNCT
american_scientific_journal-11747	29	28	and	and	CCONJ
american_scientific_journal-11747	29	29	19	19	NUM
american_scientific_journal-11747	29	30	%	%	NOUN
american_scientific_journal-11747	29	31	are	be	AUX
american_scientific_journal-11747	29	32	terminated	terminate	VERB
american_scientific_journal-11747	29	33	prematurely	prematurely	ADV
american_scientific_journal-11747	29	34	[	[	X
american_scientific_journal-11747	29	35	4	4	NUM
american_scientific_journal-11747	29	36	]	]	PUNCT
american_scientific_journal-11747	29	37	.	.	PUNCT
american_scientific_journal-11747	30	1	this	this	DET
american_scientific_journal-11747	30	2	volatility	volatility	NOUN
american_scientific_journal-11747	30	3	stems	stem	VERB
american_scientific_journal-11747	30	4	from	from	ADP
american_scientific_journal-11747	30	5	escalating	escalate	VERB
american_scientific_journal-11747	30	6	complexity	complexity	NOUN
american_scientific_journal-11747	30	7	in	in	ADP
american_scientific_journal-11747	30	8	technical	technical	ADJ
american_scientific_journal-11747	30	9	and	and	CCONJ
american_scientific_journal-11747	30	10	organizational	organizational	ADJ
american_scientific_journal-11747	30	11	interdependencies	interdependency	NOUN
american_scientific_journal-11747	30	12	.	.	PUNCT
american_scientific_journal-11747	31	1	microservice	microservice	PROPN
american_scientific_journal-11747	31	2	architectures	architecture	NOUN
american_scientific_journal-11747	31	3	,	,	PUNCT
american_scientific_journal-11747	31	4	cloud	cloud	NOUN
american_scientific_journal-11747	31	5	infrastructures	infrastructure	NOUN
american_scientific_journal-11747	31	6	,	,	PUNCT
american_scientific_journal-11747	31	7	and	and	CCONJ
american_scientific_journal-11747	31	8	numerous	numerous	ADJ
american_scientific_journal-11747	31	9	third	third	ADJ
american_scientific_journal-11747	31	10	-	-	PUNCT
american_scientific_journal-11747	31	11	party	party	NOUN
american_scientific_journal-11747	31	12	apis	apis	NOUN
american_scientific_journal-11747	31	13	increase	increase	VERB
american_scientific_journal-11747	31	14	the	the	DET
american_scientific_journal-11747	31	15	likelihood	likelihood	NOUN
american_scientific_journal-11747	31	16	of	of	ADP
american_scientific_journal-11747	31	17	integration	integration	NOUN
american_scientific_journal-11747	31	18	defects	defect	NOUN
american_scientific_journal-11747	31	19	,	,	PUNCT
american_scientific_journal-11747	31	20	making	make	VERB
american_scientific_journal-11747	31	21	it	it	PRON
american_scientific_journal-11747	31	22	more	more	ADV
american_scientific_journal-11747	31	23	challenging	challenging	ADJ
american_scientific_journal-11747	31	24	to	to	PART
american_scientific_journal-11747	31	25	trace	trace	VERB
american_scientific_journal-11747	31	26	critical	critical	ADJ
american_scientific_journal-11747	31	27	paths	path	NOUN
american_scientific_journal-11747	31	28	.	.	PUNCT
american_scientific_journal-11747	32	1	under	under	ADP
american_scientific_journal-11747	32	2	limited	limited	ADJ
american_scientific_journal-11747	32	3	observability	observability	NOUN
american_scientific_journal-11747	32	4	,	,	PUNCT
american_scientific_journal-11747	32	5	managers	manager	NOUN
american_scientific_journal-11747	32	6	rely	rely	VERB
american_scientific_journal-11747	32	7	on	on	ADP
american_scientific_journal-11747	32	8	expert	expert	NOUN
american_scientific_journal-11747	32	9	estimates	estimate	NOUN
american_scientific_journal-11747	32	10	that	that	PRON
american_scientific_journal-11747	32	11	fail	fail	VERB
american_scientific_journal-11747	32	12	to	to	PART
american_scientific_journal-11747	32	13	capture	capture	VERB
american_scientific_journal-11747	32	14	nonlinear	nonlinear	ADJ
american_scientific_journal-11747	32	15	scale	scale	NOUN
american_scientific_journal-11747	32	16	effects	effect	NOUN
american_scientific_journal-11747	32	17	and	and	CCONJ
american_scientific_journal-11747	32	18	task	task	NOUN
american_scientific_journal-11747	32	19	interlocks	interlock	NOUN
american_scientific_journal-11747	32	20	,	,	PUNCT
american_scientific_journal-11747	32	21	systematically	systematically	ADV
american_scientific_journal-11747	32	22	understating	understate	VERB
american_scientific_journal-11747	32	23	early	early	ADJ
american_scientific_journal-11747	32	24	budget	budget	NOUN
american_scientific_journal-11747	32	25	and	and	CCONJ
american_scientific_journal-11747	32	26	schedule	schedule	NOUN
american_scientific_journal-11747	32	27	baselines	baseline	NOUN
american_scientific_journal-11747	32	28	.	.	PUNCT
american_scientific_journal-11747	33	1	poor	poor	ADJ
american_scientific_journal-11747	33	2	data	datum	NOUN
american_scientific_journal-11747	33	3	reliability	reliability	NOUN
american_scientific_journal-11747	33	4	and	and	CCONJ
american_scientific_journal-11747	33	5	timeliness	timeliness	NOUN
american_scientific_journal-11747	33	6	exacerbate	exacerbate	VERB
american_scientific_journal-11747	33	7	the	the	DET
american_scientific_journal-11747	33	8	issue	issue	NOUN
american_scientific_journal-11747	33	9	.	.	PUNCT
american_scientific_journal-11747	34	1	most	most	ADJ
american_scientific_journal-11747	34	2	organizations	organization	NOUN
american_scientific_journal-11747	34	3	consolidate	consolidate	VERB
american_scientific_journal-11747	34	4	labor	labor	NOUN
american_scientific_journal-11747	34	5	and	and	CCONJ
american_scientific_journal-11747	34	6	performance	performance	NOUN
american_scientific_journal-11747	34	7	metrics	metric	NOUN
american_scientific_journal-11747	34	8	post	post	VERB
american_scientific_journal-11747	34	9	hoc	hoc	X
american_scientific_journal-11747	34	10	,	,	PUNCT
american_scientific_journal-11747	34	11	depriving	deprive	VERB
american_scientific_journal-11747	34	12	teams	team	NOUN
american_scientific_journal-11747	34	13	of	of	ADP
american_scientific_journal-11747	34	14	the	the	DET
american_scientific_journal-11747	34	15	ability	ability	NOUN
american_scientific_journal-11747	34	16	to	to	PART
american_scientific_journal-11747	34	17	make	make	VERB
american_scientific_journal-11747	34	18	dynamic	dynamic	ADJ
american_scientific_journal-11747	34	19	corrections	correction	NOUN
american_scientific_journal-11747	34	20	.	.	PUNCT
american_scientific_journal-11747	35	1	cognitive	cognitive	ADJ
american_scientific_journal-11747	35	2	biases	bias	NOUN
american_scientific_journal-11747	35	3	—	—	PUNCT
american_scientific_journal-11747	35	4	such	such	ADJ
american_scientific_journal-11747	35	5	as	as	ADP
american_scientific_journal-11747	35	6	optimism	optimism	NOUN
american_scientific_journal-11747	35	7	,	,	PUNCT
american_scientific_journal-11747	35	8	strategic	strategic	ADJ
american_scientific_journal-11747	35	9	risk	risk	NOUN
american_scientific_journal-11747	35	10	underestimation	underestimation	NOUN
american_scientific_journal-11747	35	11	to	to	PART
american_scientific_journal-11747	35	12	secure	secure	VERB
american_scientific_journal-11747	35	13	funding	funding	NOUN
american_scientific_journal-11747	35	14	,	,	PUNCT
american_scientific_journal-11747	35	15	and	and	CCONJ
american_scientific_journal-11747	35	16	decision	decision	NOUN
american_scientific_journal-11747	35	17	latency	latency	NOUN
american_scientific_journal-11747	35	18	—	—	PUNCT
american_scientific_journal-11747	35	19	further	far	ADV
american_scientific_journal-11747	35	20	delay	delay	VERB
american_scientific_journal-11747	35	21	the	the	DET
american_scientific_journal-11747	35	22	detection	detection	NOUN
american_scientific_journal-11747	35	23	of	of	ADP
american_scientific_journal-11747	35	24	problems	problem	NOUN
american_scientific_journal-11747	35	25	.	.	PUNCT
american_scientific_journal-11747	36	1	the	the	DET
american_scientific_journal-11747	36	2	resulting	result	VERB
american_scientific_journal-11747	36	3	vicious	vicious	ADJ
american_scientific_journal-11747	36	4	cycle	cycle	NOUN
american_scientific_journal-11747	36	5	of	of	ADP
american_scientific_journal-11747	36	6	complexity	complexity	NOUN
american_scientific_journal-11747	36	7	,	,	PUNCT
american_scientific_journal-11747	36	8	fragmented	fragmented	ADJ
american_scientific_journal-11747	36	9	information	information	NOUN
american_scientific_journal-11747	36	10	,	,	PUNCT
american_scientific_journal-11747	36	11	and	and	CCONJ
american_scientific_journal-11747	36	12	biased	biased	ADJ
american_scientific_journal-11747	36	13	judgments	judgment	NOUN
american_scientific_journal-11747	36	14	heightens	heighten	VERB
american_scientific_journal-11747	36	15	the	the	DET
american_scientific_journal-11747	36	16	likelihood	likelihood	NOUN
american_scientific_journal-11747	36	17	of	of	ADP
american_scientific_journal-11747	36	18	overrun	overrun	NOUN
american_scientific_journal-11747	36	19	.	.	PUNCT
american_scientific_journal-11747	37	1	predictive	predictive	ADJ
american_scientific_journal-11747	37	2	analytics	analytic	NOUN
american_scientific_journal-11747	37	3	and	and	CCONJ
american_scientific_journal-11747	37	4	ai	ai	PROPN
american_scientific_journal-11747	37	5	methods	method	NOUN
american_scientific_journal-11747	37	6	aim	aim	VERB
american_scientific_journal-11747	37	7	to	to	PART
american_scientific_journal-11747	37	8	break	break	VERB
american_scientific_journal-11747	37	9	this	this	DET
american_scientific_journal-11747	37	10	cycle	cycle	NOUN
american_scientific_journal-11747	37	11	precisely	precisely	ADV
american_scientific_journal-11747	37	12	.	.	PUNCT
american_scientific_journal-11747	38	1	the	the	DET
american_scientific_journal-11747	38	2	financial	financial	ADJ
american_scientific_journal-11747	38	3	instability	instability	NOUN
american_scientific_journal-11747	38	4	revealed	reveal	VERB
american_scientific_journal-11747	38	5	by	by	ADP
american_scientific_journal-11747	38	6	traditional	traditional	ADJ
american_scientific_journal-11747	38	7	approaches	approach	NOUN
american_scientific_journal-11747	38	8	underpins	underpin	VERB
american_scientific_journal-11747	38	9	the	the	DET
american_scientific_journal-11747	38	10	economic	economic	ADJ
american_scientific_journal-11747	38	11	case	case	NOUN
american_scientific_journal-11747	38	12	for	for	ADP
american_scientific_journal-11747	38	13	data	data	NOUN
american_scientific_journal-11747	38	14	-	-	PUNCT
american_scientific_journal-11747	38	15	driven	drive	VERB
american_scientific_journal-11747	38	16	models	model	NOUN
american_scientific_journal-11747	38	17	.	.	PUNCT
american_scientific_journal-11747	39	1	american	american	ADJ
american_scientific_journal-11747	39	2	academic	academic	ADJ
american_scientific_journal-11747	39	3	scientific	scientific	ADJ
american_scientific_journal-11747	39	4	research	research	NOUN
american_scientific_journal-11747	39	5	journal	journal	NOUN
american_scientific_journal-11747	39	6	for	for	ADP
american_scientific_journal-11747	39	7	engineering	engineering	NOUN
american_scientific_journal-11747	39	8	,	,	PUNCT
american_scientific_journal-11747	39	9	technology	technology	NOUN
american_scientific_journal-11747	39	10	,	,	PUNCT
american_scientific_journal-11747	39	11	and	and	CCONJ
american_scientific_journal-11747	39	12	sciences	science	NOUN
american_scientific_journal-11747	39	13	(	(	PUNCT
american_scientific_journal-11747	39	14	asrjets	asrjet	NOUN
american_scientific_journal-11747	39	15	)	)	PUNCT
american_scientific_journal-11747	39	16	volume	volume	NOUN
american_scientific_journal-11747	39	17	102	102	NUM
american_scientific_journal-11747	39	18	,	,	PUNCT
american_scientific_journal-11747	39	19	no	no	DET
american_scientific_journal-11747	39	20	1	1	NUM
american_scientific_journal-11747	39	21	,	,	PUNCT
american_scientific_journal-11747	39	22	pp	pp	ADV
american_scientific_journal-11747	39	23	186	186	NUM
american_scientific_journal-11747	39	24	-	-	SYM
american_scientific_journal-11747	39	25	194	194	NUM
american_scientific_journal-11747	39	26	189	189	NUM
american_scientific_journal-11747	39	27	while	while	SCONJ
american_scientific_journal-11747	39	28	megaprojects	megaproject	NOUN
american_scientific_journal-11747	39	29	currently	currently	ADV
american_scientific_journal-11747	39	30	overrun	overrun	VERB
american_scientific_journal-11747	39	31	budgets	budget	NOUN
american_scientific_journal-11747	39	32	and	and	CCONJ
american_scientific_journal-11747	39	33	schedules	schedule	NOUN
american_scientific_journal-11747	39	34	by	by	ADP
american_scientific_journal-11747	39	35	30–45	30–45	NUM
american_scientific_journal-11747	39	36	%	%	NOUN
american_scientific_journal-11747	39	37	,	,	PUNCT
american_scientific_journal-11747	39	38	a	a	DET
american_scientific_journal-11747	39	39	survey	survey	NOUN
american_scientific_journal-11747	39	40	of	of	ADP
american_scientific_journal-11747	39	41	over	over	ADP
american_scientific_journal-11747	39	42	300	300	NUM
american_scientific_journal-11747	39	43	capital	capital	NOUN
american_scientific_journal-11747	39	44	-	-	PUNCT
american_scientific_journal-11747	39	45	program	program	NOUN
american_scientific_journal-11747	39	46	executives	executive	NOUN
american_scientific_journal-11747	39	47	found	find	VERB
american_scientific_journal-11747	39	48	that	that	SCONJ
american_scientific_journal-11747	39	49	systematic	systematic	ADJ
american_scientific_journal-11747	39	50	adoption	adoption	NOUN
american_scientific_journal-11747	39	51	of	of	ADP
american_scientific_journal-11747	39	52	“	"	PUNCT
american_scientific_journal-11747	39	53	projects	project	VERB
american_scientific_journal-11747	39	54	5.0	5.0	NUM
american_scientific_journal-11747	39	55	”	"	PUNCT
american_scientific_journal-11747	39	56	digital	digital	ADJ
american_scientific_journal-11747	39	57	principles	principle	NOUN
american_scientific_journal-11747	39	58	—	—	PUNCT
american_scientific_journal-11747	39	59	predictive	predictive	ADJ
american_scientific_journal-11747	39	60	models	model	NOUN
american_scientific_journal-11747	39	61	,	,	PUNCT
american_scientific_journal-11747	39	62	digital	digital	ADJ
american_scientific_journal-11747	39	63	twins	twin	NOUN
american_scientific_journal-11747	39	64	,	,	PUNCT
american_scientific_journal-11747	39	65	and	and	CCONJ
american_scientific_journal-11747	39	66	end	end	NOUN
american_scientific_journal-11747	39	67	-	-	PUNCT
american_scientific_journal-11747	39	68	to	to	ADP
american_scientific_journal-11747	39	69	-	-	PUNCT
american_scientific_journal-11747	39	70	end	end	NOUN
american_scientific_journal-11747	39	71	data	datum	NOUN
american_scientific_journal-11747	39	72	exchange	exchange	NOUN
american_scientific_journal-11747	39	73	—	—	PUNCT
american_scientific_journal-11747	39	74	reduces	reduce	VERB
american_scientific_journal-11747	39	75	costs	cost	NOUN
american_scientific_journal-11747	39	76	and	and	CCONJ
american_scientific_journal-11747	39	77	durations	duration	NOUN
american_scientific_journal-11747	39	78	by	by	ADP
american_scientific_journal-11747	39	79	30–40	30–40	NUM
american_scientific_journal-11747	39	80	%	%	NOUN
american_scientific_journal-11747	39	81	,	,	PUNCT
american_scientific_journal-11747	39	82	more	more	ADJ
american_scientific_journal-11747	39	83	than	than	ADP
american_scientific_journal-11747	39	84	doubling	double	VERB
american_scientific_journal-11747	39	85	portfolio	portfolio	NOUN
american_scientific_journal-11747	39	86	-	-	PUNCT
american_scientific_journal-11747	39	87	wide	wide	ADJ
american_scientific_journal-11747	39	88	roi	roi	NOUN
american_scientific_journal-11747	40	1	[	[	X
american_scientific_journal-11747	40	2	5	5	NUM
american_scientific_journal-11747	40	3	]	]	PUNCT
american_scientific_journal-11747	40	4	.	.	PUNCT
american_scientific_journal-11747	41	1	gains	gain	NOUN
american_scientific_journal-11747	41	2	arise	arise	VERB
american_scientific_journal-11747	41	3	from	from	ADP
american_scientific_journal-11747	41	4	early	early	ADJ
american_scientific_journal-11747	41	5	risk	risk	NOUN
american_scientific_journal-11747	41	6	detection	detection	NOUN
american_scientific_journal-11747	41	7	,	,	PUNCT
american_scientific_journal-11747	41	8	critical	critical	ADJ
american_scientific_journal-11747	41	9	-	-	PUNCT
american_scientific_journal-11747	41	10	path	path	NOUN
american_scientific_journal-11747	41	11	optimization	optimization	NOUN
american_scientific_journal-11747	41	12	,	,	PUNCT
american_scientific_journal-11747	41	13	and	and	CCONJ
american_scientific_journal-11747	41	14	dynamic	dynamic	ADJ
american_scientific_journal-11747	41	15	resource	resource	NOUN
american_scientific_journal-11747	41	16	allocation	allocation	NOUN
american_scientific_journal-11747	41	17	,	,	PUNCT
american_scientific_journal-11747	41	18	thereby	thereby	ADV
american_scientific_journal-11747	41	19	reducing	reduce	VERB
american_scientific_journal-11747	41	20	failure	failure	NOUN
american_scientific_journal-11747	41	21	probability	probability	NOUN
american_scientific_journal-11747	41	22	and	and	CCONJ
american_scientific_journal-11747	41	23	freeing	free	VERB
american_scientific_journal-11747	41	24	capital	capital	NOUN
american_scientific_journal-11747	41	25	for	for	ADP
american_scientific_journal-11747	41	26	higher	high	ADJ
american_scientific_journal-11747	41	27	-	-	PUNCT
american_scientific_journal-11747	41	28	priority	priority	NOUN
american_scientific_journal-11747	41	29	initiatives	initiative	NOUN
american_scientific_journal-11747	41	30	.	.	PUNCT
american_scientific_journal-11747	42	1	industry	industry	NOUN
american_scientific_journal-11747	42	2	leaders	leader	NOUN
american_scientific_journal-11747	42	3	confirm	confirm	VERB
american_scientific_journal-11747	42	4	these	these	DET
american_scientific_journal-11747	42	5	effects	effect	NOUN
american_scientific_journal-11747	42	6	.	.	PUNCT
american_scientific_journal-11747	43	1	shell	shell	PROPN
american_scientific_journal-11747	43	2	’s	’s	PART
american_scientific_journal-11747	43	3	ai	ai	PROPN
american_scientific_journal-11747	43	4	-	-	PUNCT
american_scientific_journal-11747	43	5	driven	drive	VERB
american_scientific_journal-11747	43	6	predictive	predictive	ADJ
american_scientific_journal-11747	43	7	-	-	PUNCT
american_scientific_journal-11747	43	8	maintenance	maintenance	NOUN
american_scientific_journal-11747	43	9	deployment	deployment	NOUN
american_scientific_journal-11747	43	10	reduced	reduce	VERB
american_scientific_journal-11747	43	11	direct	direct	ADJ
american_scientific_journal-11747	43	12	repair	repair	NOUN
american_scientific_journal-11747	43	13	expenses	expense	NOUN
american_scientific_journal-11747	43	14	by	by	ADP
american_scientific_journal-11747	43	15	20	20	NUM
american_scientific_journal-11747	43	16	%	%	NOUN
american_scientific_journal-11747	43	17	,	,	PUNCT
american_scientific_journal-11747	43	18	saving	save	VERB
american_scientific_journal-11747	43	19	approximately	approximately	ADV
american_scientific_journal-11747	43	20	usd	usd	NOUN
american_scientific_journal-11747	43	21	2	2	NUM
american_scientific_journal-11747	43	22	billion	billion	NUM
american_scientific_journal-11747	43	23	annually	annually	ADV
american_scientific_journal-11747	43	24	[	[	X
american_scientific_journal-11747	43	25	6	6	NUM
american_scientific_journal-11747	43	26	]	]	PUNCT
american_scientific_journal-11747	43	27	.	.	PUNCT
american_scientific_journal-11747	44	1	a	a	DET
american_scientific_journal-11747	44	2	capterra	capterra	NOUN
american_scientific_journal-11747	44	3	meta	meta	NOUN
american_scientific_journal-11747	44	4	-	-	PUNCT
american_scientific_journal-11747	44	5	analysis	analysis	NOUN
american_scientific_journal-11747	44	6	of	of	ADP
american_scientific_journal-11747	44	7	2,500	2,500	NUM
american_scientific_journal-11747	44	8	managers	manager	NOUN
american_scientific_journal-11747	44	9	found	find	VERB
american_scientific_journal-11747	44	10	that	that	SCONJ
american_scientific_journal-11747	44	11	90	90	NUM
american_scientific_journal-11747	44	12	%	%	NOUN
american_scientific_journal-11747	44	13	of	of	ADP
american_scientific_journal-11747	44	14	ai	ai	ADJ
american_scientific_journal-11747	44	15	-	-	PUNCT
american_scientific_journal-11747	44	16	feature	feature	NOUN
american_scientific_journal-11747	44	17	users	user	NOUN
american_scientific_journal-11747	44	18	achieved	achieve	VERB
american_scientific_journal-11747	44	19	a	a	DET
american_scientific_journal-11747	44	20	positive	positive	ADJ
american_scientific_journal-11747	44	21	return	return	NOUN
american_scientific_journal-11747	44	22	on	on	ADP
american_scientific_journal-11747	44	23	investment	investment	NOUN
american_scientific_journal-11747	44	24	(	(	PUNCT
american_scientific_journal-11747	44	25	roi	roi	NOUN
american_scientific_journal-11747	44	26	)	)	PUNCT
american_scientific_journal-11747	44	27	and	and	CCONJ
american_scientific_journal-11747	44	28	63	63	NUM
american_scientific_journal-11747	44	29	%	%	NOUN
american_scientific_journal-11747	44	30	reported	report	VERB
american_scientific_journal-11747	44	31	significant	significant	ADJ
american_scientific_journal-11747	44	32	productivity	productivity	NOUN
american_scientific_journal-11747	44	33	gains	gain	NOUN
american_scientific_journal-11747	44	34	[	[	X
american_scientific_journal-11747	44	35	7	7	NUM
american_scientific_journal-11747	44	36	]	]	PUNCT
american_scientific_journal-11747	44	37	.	.	PUNCT
american_scientific_journal-11747	45	1	these	these	DET
american_scientific_journal-11747	45	2	findings	finding	NOUN
american_scientific_journal-11747	45	3	illustrate	illustrate	VERB
american_scientific_journal-11747	45	4	that	that	SCONJ
american_scientific_journal-11747	45	5	data	data	NOUN
american_scientific_journal-11747	45	6	-	-	PUNCT
american_scientific_journal-11747	45	7	driven	drive	VERB
american_scientific_journal-11747	45	8	management	management	NOUN
american_scientific_journal-11747	45	9	yields	yield	VERB
american_scientific_journal-11747	45	10	scalable	scalable	ADJ
american_scientific_journal-11747	45	11	benefits	benefit	NOUN
american_scientific_journal-11747	45	12	across	across	ADP
american_scientific_journal-11747	45	13	sectors	sector	NOUN
american_scientific_journal-11747	45	14	.	.	PUNCT
american_scientific_journal-11747	46	1	predictive	predictive	ADJ
american_scientific_journal-11747	46	2	analytics	analytic	NOUN
american_scientific_journal-11747	46	3	transforms	transform	VERB
american_scientific_journal-11747	46	4	expert	expert	ADJ
american_scientific_journal-11747	46	5	estimates	estimate	NOUN
american_scientific_journal-11747	46	6	into	into	ADP
american_scientific_journal-11747	46	7	statistically	statistically	ADV
american_scientific_journal-11747	46	8	validated	validate	VERB
american_scientific_journal-11747	46	9	economic	economic	ADJ
american_scientific_journal-11747	46	10	forecasts	forecast	NOUN
american_scientific_journal-11747	46	11	.	.	PUNCT
american_scientific_journal-11747	47	1	strategic	strategic	ADJ
american_scientific_journal-11747	47	2	viability	viability	NOUN
american_scientific_journal-11747	47	3	is	be	AUX
american_scientific_journal-11747	47	4	measured	measure	VERB
american_scientific_journal-11747	47	5	by	by	ADP
american_scientific_journal-11747	47	6	net	net	ADJ
american_scientific_journal-11747	47	7	present	present	ADJ
american_scientific_journal-11747	47	8	value	value	NOUN
american_scientific_journal-11747	47	9	(	(	PUNCT
american_scientific_journal-11747	47	10	npv	npv	NOUN
american_scientific_journal-11747	47	11	)	)	PUNCT
american_scientific_journal-11747	47	12	.	.	PUNCT
american_scientific_journal-11747	48	1	pre	pre	ADJ
american_scientific_journal-11747	48	2	-	-	ADJ
american_scientific_journal-11747	48	3	construction	construction	ADJ
american_scientific_journal-11747	48	4	excellence	excellence	NOUN
american_scientific_journal-11747	48	5	practices	practice	NOUN
american_scientific_journal-11747	48	6	across	across	ADP
american_scientific_journal-11747	48	7	various	various	ADJ
american_scientific_journal-11747	48	8	capital	capital	NOUN
american_scientific_journal-11747	48	9	projects	project	NOUN
american_scientific_journal-11747	48	10	have	have	AUX
american_scientific_journal-11747	48	11	boosted	boost	VERB
american_scientific_journal-11747	48	12	npv	npv	NOUN
american_scientific_journal-11747	48	13	by	by	ADP
american_scientific_journal-11747	48	14	at	at	ADV
american_scientific_journal-11747	48	15	least	least	ADV
american_scientific_journal-11747	48	16	20	20	NUM
american_scientific_journal-11747	48	17	%	%	NOUN
american_scientific_journal-11747	48	18	through	through	ADP
american_scientific_journal-11747	48	19	refined	refined	ADJ
american_scientific_journal-11747	48	20	cash	cash	NOUN
american_scientific_journal-11747	48	21	-	-	PUNCT
american_scientific_journal-11747	48	22	flow	flow	NOUN
american_scientific_journal-11747	48	23	inputs	input	NOUN
american_scientific_journal-11747	48	24	and	and	CCONJ
american_scientific_journal-11747	48	25	dynamic	dynamic	ADJ
american_scientific_journal-11747	48	26	risk	risk	NOUN
american_scientific_journal-11747	48	27	accounting	accounting	NOUN
american_scientific_journal-11747	49	1	[	[	X
american_scientific_journal-11747	49	2	3	3	NUM
american_scientific_journal-11747	49	3	]	]	PUNCT
american_scientific_journal-11747	49	4	.	.	PUNCT
american_scientific_journal-11747	50	1	mckinsey	mckinsey	NOUN
american_scientific_journal-11747	50	2	analysts	analyst	NOUN
american_scientific_journal-11747	50	3	note	note	VERB
american_scientific_journal-11747	50	4	that	that	SCONJ
american_scientific_journal-11747	50	5	irr	irr	NOUN
american_scientific_journal-11747	50	6	can	can	AUX
american_scientific_journal-11747	50	7	double	double	VERB
american_scientific_journal-11747	50	8	in	in	ADP
american_scientific_journal-11747	50	9	partial	partial	ADJ
american_scientific_journal-11747	50	10	“	"	PUNCT
american_scientific_journal-11747	50	11	sell	sell	VERB
american_scientific_journal-11747	50	12	-	-	PUNCT
american_scientific_journal-11747	50	13	down	down	NOUN
american_scientific_journal-11747	50	14	”	"	PUNCT
american_scientific_journal-11747	50	15	transactions	transaction	NOUN
american_scientific_journal-11747	50	16	without	without	ADP
american_scientific_journal-11747	50	17	real	real	ADJ
american_scientific_journal-11747	50	18	value	value	NOUN
american_scientific_journal-11747	50	19	creation	creation	NOUN
american_scientific_journal-11747	50	20	,	,	PUNCT
american_scientific_journal-11747	50	21	whereas	whereas	SCONJ
american_scientific_journal-11747	50	22	modified	modify	VERB
american_scientific_journal-11747	50	23	irr	irr	NOUN
american_scientific_journal-11747	50	24	and	and	CCONJ
american_scientific_journal-11747	50	25	npv	npv	PROPN
american_scientific_journal-11747	50	26	retain	retain	VERB
american_scientific_journal-11747	50	27	accuracy	accuracy	NOUN
american_scientific_journal-11747	50	28	;	;	PUNCT
american_scientific_journal-11747	50	29	thus	thus	ADV
american_scientific_journal-11747	50	30	,	,	PUNCT
american_scientific_journal-11747	50	31	combining	combine	VERB
american_scientific_journal-11747	50	32	npv	npv	NOUN
american_scientific_journal-11747	50	33	with	with	ADP
american_scientific_journal-11747	50	34	mirr	mirr	PROPN
american_scientific_journal-11747	50	35	offers	offer	VERB
american_scientific_journal-11747	50	36	reliable	reliable	ADJ
american_scientific_journal-11747	50	37	return	return	NOUN
american_scientific_journal-11747	50	38	metrics	metric	NOUN
american_scientific_journal-11747	50	39	.	.	PUNCT
american_scientific_journal-11747	51	1	monte	monte	PROPN
american_scientific_journal-11747	51	2	carlo	carlo	PROPN
american_scientific_journal-11747	51	3	methods	method	NOUN
american_scientific_journal-11747	51	4	simulate	simulate	VERB
american_scientific_journal-11747	51	5	up	up	ADP
american_scientific_journal-11747	51	6	to	to	PART
american_scientific_journal-11747	51	7	10,000	10,000	NUM
american_scientific_journal-11747	51	8	schedule	schedule	NOUN
american_scientific_journal-11747	51	9	scenarios	scenario	NOUN
american_scientific_journal-11747	51	10	,	,	PUNCT
american_scientific_journal-11747	51	11	producing	produce	VERB
american_scientific_journal-11747	51	12	empirical	empirical	ADJ
american_scientific_journal-11747	51	13	distributions	distribution	NOUN
american_scientific_journal-11747	51	14	of	of	ADP
american_scientific_journal-11747	51	15	completion	completion	NOUN
american_scientific_journal-11747	51	16	times	time	NOUN
american_scientific_journal-11747	51	17	and	and	CCONJ
american_scientific_journal-11747	51	18	quantifying	quantify	VERB
american_scientific_journal-11747	51	19	the	the	DET
american_scientific_journal-11747	51	20	effects	effect	NOUN
american_scientific_journal-11747	51	21	of	of	ADP
american_scientific_journal-11747	51	22	interventions	intervention	NOUN
american_scientific_journal-11747	51	23	.	.	PUNCT
american_scientific_journal-11747	52	1	in	in	ADP
american_scientific_journal-11747	52	2	study	study	NOUN
american_scientific_journal-11747	52	3	[	[	X
american_scientific_journal-11747	52	4	8	8	NUM
american_scientific_journal-11747	52	5	]	]	PUNCT
american_scientific_journal-11747	52	6	,	,	PUNCT
american_scientific_journal-11747	52	7	a	a	DET
american_scientific_journal-11747	52	8	20	20	NUM
american_scientific_journal-11747	52	9	%	%	NOUN
american_scientific_journal-11747	52	10	staffing	staffing	NOUN
american_scientific_journal-11747	52	11	increase	increase	NOUN
american_scientific_journal-11747	52	12	reduced	reduce	VERB
american_scientific_journal-11747	52	13	the	the	DET
american_scientific_journal-11747	52	14	deadlinemiss	deadlinemiss	ADJ
american_scientific_journal-11747	52	15	probability	probability	NOUN
american_scientific_journal-11747	52	16	from	from	ADP
american_scientific_journal-11747	52	17	50	50	NUM
american_scientific_journal-11747	52	18	%	%	NOUN
american_scientific_journal-11747	52	19	to	to	ADP
american_scientific_journal-11747	52	20	under	under	ADP
american_scientific_journal-11747	52	21	15	15	NUM
american_scientific_journal-11747	52	22	%	%	NOUN
american_scientific_journal-11747	52	23	.	.	PUNCT
american_scientific_journal-11747	53	1	each	each	DET
american_scientific_journal-11747	53	2	managerial	managerial	ADJ
american_scientific_journal-11747	53	3	action	action	NOUN
american_scientific_journal-11747	53	4	is	be	AUX
american_scientific_journal-11747	53	5	evaluated	evaluate	VERB
american_scientific_journal-11747	53	6	by	by	ADP
american_scientific_journal-11747	53	7	its	its	PRON
american_scientific_journal-11747	53	8	delta	delta	NOUN
american_scientific_journal-11747	53	9	in	in	ADP
american_scientific_journal-11747	53	10	failure	failure	NOUN
american_scientific_journal-11747	53	11	probability	probability	NOUN
american_scientific_journal-11747	53	12	and	and	CCONJ
american_scientific_journal-11747	53	13	the	the	DET
american_scientific_journal-11747	53	14	present	present	ADJ
american_scientific_journal-11747	53	15	value	value	NOUN
american_scientific_journal-11747	53	16	of	of	ADP
american_scientific_journal-11747	53	17	penalty	penalty	NOUN
american_scientific_journal-11747	53	18	avoidance	avoidance	NOUN
american_scientific_journal-11747	53	19	,	,	PUNCT
american_scientific_journal-11747	53	20	shifting	shift	VERB
american_scientific_journal-11747	53	21	decision	decision	NOUN
american_scientific_journal-11747	53	22	-	-	PUNCT
american_scientific_journal-11747	53	23	making	making	NOUN
american_scientific_journal-11747	53	24	from	from	ADP
american_scientific_journal-11747	53	25	opinion	opinion	NOUN
american_scientific_journal-11747	53	26	to	to	ADP
american_scientific_journal-11747	53	27	quantitative	quantitative	ADJ
american_scientific_journal-11747	53	28	risk	risk	NOUN
american_scientific_journal-11747	53	29	.	.	PUNCT
american_scientific_journal-11747	54	1	at	at	ADP
american_scientific_journal-11747	54	2	the	the	DET
american_scientific_journal-11747	54	3	portfolio	portfolio	NOUN
american_scientific_journal-11747	54	4	level	level	NOUN
american_scientific_journal-11747	54	5	,	,	PUNCT
american_scientific_journal-11747	54	6	these	these	DET
american_scientific_journal-11747	54	7	simulations	simulation	NOUN
american_scientific_journal-11747	54	8	feed	feed	VERB
american_scientific_journal-11747	54	9	automated	automate	VERB
american_scientific_journal-11747	54	10	scorecards	scorecard	NOUN
american_scientific_journal-11747	54	11	.	.	PUNCT
american_scientific_journal-11747	55	1	platforms	platform	NOUN
american_scientific_journal-11747	55	2	that	that	PRON
american_scientific_journal-11747	55	3	leverage	leverage	VERB
american_scientific_journal-11747	55	4	analytic	analytic	ADJ
american_scientific_journal-11747	55	5	hierarchy	hierarchy	NOUN
american_scientific_journal-11747	55	6	processes	process	NOUN
american_scientific_journal-11747	55	7	and	and	CCONJ
american_scientific_journal-11747	55	8	ai	ai	AUX
american_scientific_journal-11747	55	9	ranking	rank	VERB
american_scientific_journal-11747	55	10	report	report	NOUN
american_scientific_journal-11747	55	11	a	a	DET
american_scientific_journal-11747	55	12	doubling	doubling	NOUN
american_scientific_journal-11747	55	13	of	of	ADP
american_scientific_journal-11747	55	14	portfolio	portfolio	NOUN
american_scientific_journal-11747	55	15	roi	roi	NOUN
american_scientific_journal-11747	55	16	after	after	ADP
american_scientific_journal-11747	55	17	transitioning	transition	VERB
american_scientific_journal-11747	55	18	from	from	ADP
american_scientific_journal-11747	55	19	manual	manual	ADJ
american_scientific_journal-11747	55	20	selection	selection	NOUN
american_scientific_journal-11747	55	21	to	to	AUX
american_scientific_journal-11747	55	22	formal	formal	ADJ
american_scientific_journal-11747	55	23	,	,	PUNCT
american_scientific_journal-11747	55	24	weighted	weighted	ADJ
american_scientific_journal-11747	55	25	criteria	criterion	NOUN
american_scientific_journal-11747	55	26	.	.	PUNCT
american_scientific_journal-11747	56	1	hence	hence	ADV
american_scientific_journal-11747	56	2	,	,	PUNCT
american_scientific_journal-11747	56	3	the	the	DET
american_scientific_journal-11747	56	4	“	"	PUNCT
american_scientific_journal-11747	56	5	npv	npv	NOUN
american_scientific_journal-11747	56	6	/	/	SYM
american_scientific_journal-11747	56	7	mirr	mirr	NOUN
american_scientific_journal-11747	56	8	+	+	CCONJ
american_scientific_journal-11747	56	9	monte	monte	PROPN
american_scientific_journal-11747	56	10	carlo	carlo	NOUN
american_scientific_journal-11747	56	11	+	+	CCONJ
american_scientific_journal-11747	56	12	ai	ai	AUX
american_scientific_journal-11747	56	13	scoring	scoring	NOUN
american_scientific_journal-11747	56	14	”	"	PUNCT
american_scientific_journal-11747	56	15	pipeline	pipeline	NOUN
american_scientific_journal-11747	56	16	creates	create	VERB
american_scientific_journal-11747	56	17	a	a	DET
american_scientific_journal-11747	56	18	closed	closed	ADJ
american_scientific_journal-11747	56	19	-	-	PUNCT
american_scientific_journal-11747	56	20	loop	loop	NOUN
american_scientific_journal-11747	56	21	decision	decision	NOUN
american_scientific_journal-11747	56	22	framework	framework	NOUN
american_scientific_journal-11747	56	23	,	,	PUNCT
american_scientific_journal-11747	56	24	where	where	SCONJ
american_scientific_journal-11747	56	25	each	each	DET
american_scientific_journal-11747	56	26	initiative	initiative	NOUN
american_scientific_journal-11747	56	27	undergoes	undergo	VERB
american_scientific_journal-11747	56	28	quantitative	quantitative	ADJ
american_scientific_journal-11747	56	29	vetting	vetting	NOUN
american_scientific_journal-11747	56	30	of	of	ADP
american_scientific_journal-11747	56	31	profitability	profitability	NOUN
american_scientific_journal-11747	56	32	,	,	PUNCT
american_scientific_journal-11747	56	33	schedule	schedule	NOUN
american_scientific_journal-11747	56	34	,	,	PUNCT
american_scientific_journal-11747	56	35	and	and	CCONJ
american_scientific_journal-11747	56	36	risk	risk	NOUN
american_scientific_journal-11747	56	37	,	,	PUNCT
american_scientific_journal-11747	56	38	and	and	CCONJ
american_scientific_journal-11747	56	39	outputs	output	NOUN
american_scientific_journal-11747	56	40	are	be	AUX
american_scientific_journal-11747	56	41	consolidated	consolidate	VERB
american_scientific_journal-11747	56	42	into	into	ADP
american_scientific_journal-11747	56	43	a	a	DET
american_scientific_journal-11747	56	44	managed	manage	VERB
american_scientific_journal-11747	56	45	portfolio	portfolio	NOUN
american_scientific_journal-11747	56	46	with	with	ADP
american_scientific_journal-11747	56	47	forecasted	forecast	VERB
american_scientific_journal-11747	56	48	economic	economic	ADJ
american_scientific_journal-11747	56	49	returns	return	NOUN
american_scientific_journal-11747	56	50	.	.	PUNCT
american_scientific_journal-11747	57	1	generative	generative	NOUN
american_scientific_journal-11747	57	2	ai	ai	AUX
american_scientific_journal-11747	57	3	further	far	ADV
american_scientific_journal-11747	57	4	elevates	elevate	VERB
american_scientific_journal-11747	57	5	tactical	tactical	ADJ
american_scientific_journal-11747	57	6	planning	planning	NOUN
american_scientific_journal-11747	57	7	by	by	ADP
american_scientific_journal-11747	57	8	converting	convert	VERB
american_scientific_journal-11747	57	9	text	text	NOUN
american_scientific_journal-11747	57	10	prompts	prompt	NOUN
american_scientific_journal-11747	57	11	into	into	ADP
american_scientific_journal-11747	57	12	ready	ready	ADV
american_scientific_journal-11747	57	13	-	-	PUNCT
american_scientific_journal-11747	57	14	made	make	VERB
american_scientific_journal-11747	57	15	artifacts	artifact	NOUN
american_scientific_journal-11747	57	16	.	.	PUNCT
american_scientific_journal-11747	58	1	for	for	ADP
american_scientific_journal-11747	58	2	example	example	NOUN
american_scientific_journal-11747	58	3	,	,	PUNCT
american_scientific_journal-11747	58	4	planisware	planisware	PROPN
american_scientific_journal-11747	58	5	enterprise	enterprise	NOUN
american_scientific_journal-11747	58	6	’s	’s	PART
american_scientific_journal-11747	58	7	generative	generative	ADJ
american_scientific_journal-11747	58	8	ai	ai	PROPN
american_scientific_journal-11747	58	9	module	module	NOUN
american_scientific_journal-11747	58	10	produces	produce	VERB
american_scientific_journal-11747	58	11	a	a	DET
american_scientific_journal-11747	58	12	work	work	NOUN
american_scientific_journal-11747	58	13	breakdown	breakdown	NOUN
american_scientific_journal-11747	58	14	structure	structure	NOUN
american_scientific_journal-11747	58	15	(	(	PUNCT
american_scientific_journal-11747	58	16	wbs	wb	NOUN
american_scientific_journal-11747	58	17	)	)	PUNCT
american_scientific_journal-11747	58	18	and	and	CCONJ
american_scientific_journal-11747	58	19	detailed	detailed	ADJ
american_scientific_journal-11747	58	20	schedule	schedule	NOUN
american_scientific_journal-11747	58	21	in	in	ADP
american_scientific_journal-11747	58	22	seconds	second	NOUN
american_scientific_journal-11747	58	23	,	,	PUNCT
american_scientific_journal-11747	58	24	rather	rather	ADV
american_scientific_journal-11747	58	25	than	than	ADP
american_scientific_journal-11747	58	26	hours	hour	NOUN
american_scientific_journal-11747	58	27	of	of	ADP
american_scientific_journal-11747	58	28	manual	manual	ADJ
american_scientific_journal-11747	58	29	work	work	NOUN
american_scientific_journal-11747	58	30	,	,	PUNCT
american_scientific_journal-11747	58	31	and	and	CCONJ
american_scientific_journal-11747	58	32	simultaneously	simultaneously	ADV
american_scientific_journal-11747	58	33	generates	generate	VERB
american_scientific_journal-11747	58	34	an	an	DET
american_scientific_journal-11747	58	35	initial	initial	ADJ
american_scientific_journal-11747	58	36	risk	risk	NOUN
american_scientific_journal-11747	58	37	register	register	VERB
american_scientific_journal-11747	59	1	[	[	X
american_scientific_journal-11747	59	2	9	9	NUM
american_scientific_journal-11747	59	3	]	]	PUNCT
american_scientific_journal-11747	59	4	.	.	PUNCT
american_scientific_journal-11747	60	1	watson	watson	PROPN
american_scientific_journal-11747	60	2	ai	ai	AUX
american_scientific_journal-11747	60	3	reduced	reduce	VERB
american_scientific_journal-11747	60	4	baseline	baseline	ADJ
american_scientific_journal-11747	60	5	-	-	PUNCT
american_scientific_journal-11747	60	6	plan	plan	NOUN
american_scientific_journal-11747	60	7	preparation	preparation	NOUN
american_scientific_journal-11747	60	8	time	time	NOUN
american_scientific_journal-11747	60	9	by	by	ADP
american_scientific_journal-11747	60	10	25	25	NUM
american_scientific_journal-11747	60	11	%	%	NOUN
american_scientific_journal-11747	60	12	in	in	ADP
american_scientific_journal-11747	60	13	large	large	ADJ
american_scientific_journal-11747	60	14	it	it	PRON
american_scientific_journal-11747	60	15	deployments	deployment	VERB
american_scientific_journal-11747	60	16	[	[	X
american_scientific_journal-11747	60	17	10	10	NUM
american_scientific_journal-11747	60	18	]	]	PUNCT
american_scientific_journal-11747	60	19	,	,	PUNCT
american_scientific_journal-11747	60	20	freeing	free	VERB
american_scientific_journal-11747	60	21	resources	resource	NOUN
american_scientific_journal-11747	60	22	for	for	ADP
american_scientific_journal-11747	60	23	what	what	PRON
american_scientific_journal-11747	60	24	-	-	PUNCT
american_scientific_journal-11747	60	25	if	if	SCONJ
american_scientific_journal-11747	60	26	analysis	analysis	NOUN
american_scientific_journal-11747	60	27	via	via	ADP
american_scientific_journal-11747	60	28	natural	natural	ADJ
american_scientific_journal-11747	60	29	-	-	PUNCT
american_scientific_journal-11747	60	30	language	language	NOUN
american_scientific_journal-11747	60	31	queries	query	NOUN
american_scientific_journal-11747	60	32	to	to	ADP
american_scientific_journal-11747	60	33	co	co	NOUN
american_scientific_journal-11747	60	34	-	-	VERB
american_scientific_journal-11747	60	35	pilot	pilot	NOUN
american_scientific_journal-11747	60	36	,	,	PUNCT
american_scientific_journal-11747	60	37	which	which	PRON
american_scientific_journal-11747	60	38	instantly	instantly	ADV
american_scientific_journal-11747	60	39	recalculates	recalculate	VERB
american_scientific_journal-11747	60	40	critical	critical	ADJ
american_scientific_journal-11747	60	41	paths	path	NOUN
american_scientific_journal-11747	60	42	and	and	CCONJ
american_scientific_journal-11747	60	43	cost	cost	NOUN
american_scientific_journal-11747	60	44	/	/	SYM
american_scientific_journal-11747	60	45	time	time	NOUN
american_scientific_journal-11747	60	46	deltas	delta	NOUN
american_scientific_journal-11747	60	47	—	—	PUNCT
american_scientific_journal-11747	60	48	tasks	task	NOUN
american_scientific_journal-11747	60	49	that	that	PRON
american_scientific_journal-11747	60	50	formerly	formerly	ADV
american_scientific_journal-11747	60	51	required	require	VERB
american_scientific_journal-11747	60	52	manual	manual	ADJ
american_scientific_journal-11747	60	53	network	network	NOUN
american_scientific_journal-11747	60	54	adjustments	adjustment	NOUN
american_scientific_journal-11747	60	55	and	and	CCONJ
american_scientific_journal-11747	60	56	repeated	repeat	VERB
american_scientific_journal-11747	60	57	monte	monte	PROPN
american_scientific_journal-11747	60	58	carlo	carlo	PROPN
american_scientific_journal-11747	60	59	runs	run	NOUN
american_scientific_journal-11747	60	60	.	.	PUNCT
american_scientific_journal-11747	61	1	pilot	pilot	NOUN
american_scientific_journal-11747	61	2	implementations	implementation	NOUN
american_scientific_journal-11747	61	3	of	of	ADP
american_scientific_journal-11747	61	4	microsoft	microsoft	PROPN
american_scientific_journal-11747	61	5	copilot	copilot	PROPN
american_scientific_journal-11747	61	6	in	in	ADP
american_scientific_journal-11747	61	7	mid	mid	ADJ
american_scientific_journal-11747	61	8	-	-	ADJ
american_scientific_journal-11747	61	9	sized	sized	ADJ
american_scientific_journal-11747	61	10	enterprises	enterprise	NOUN
american_scientific_journal-11747	61	11	report	report	VERB
american_scientific_journal-11747	61	12	up	up	ADV
american_scientific_journal-11747	61	13	to	to	PART
american_scientific_journal-11747	61	14	40	40	NUM
american_scientific_journal-11747	61	15	%	%	NOUN
american_scientific_journal-11747	61	16	increases	increase	NOUN
american_scientific_journal-11747	61	17	in	in	ADP
american_scientific_journal-11747	61	18	output	output	NOUN
american_scientific_journal-11747	61	19	efficiency	efficiency	NOUN
american_scientific_journal-11747	61	20	,	,	PUNCT
american_scientific_journal-11747	61	21	as	as	ADP
american_scientific_journal-11747	61	22	staff	staff	NOUN
american_scientific_journal-11747	61	23	shift	shift	VERB
american_scientific_journal-11747	61	24	time	time	NOUN
american_scientific_journal-11747	61	25	from	from	ADP
american_scientific_journal-11747	61	26	routine	routine	ADJ
american_scientific_journal-11747	61	27	plan	plan	NOUN
american_scientific_journal-11747	61	28	editing	edit	VERB
american_scientific_journal-11747	61	29	to	to	ADP
american_scientific_journal-11747	61	30	analytical	analytical	ADJ
american_scientific_journal-11747	61	31	interpretation	interpretation	NOUN
american_scientific_journal-11747	61	32	and	and	CCONJ
american_scientific_journal-11747	61	33	stakeholder	stakeholder	NOUN
american_scientific_journal-11747	61	34	engagement	engagement	NOUN
american_scientific_journal-11747	61	35	[	[	X
american_scientific_journal-11747	61	36	11	11	NUM
american_scientific_journal-11747	61	37	]	]	PUNCT
american_scientific_journal-11747	61	38	.	.	PUNCT
american_scientific_journal-11747	62	1	thus	thus	ADV
american_scientific_journal-11747	62	2	,	,	PUNCT
american_scientific_journal-11747	62	3	generative	generative	ADJ
american_scientific_journal-11747	62	4	ai	ai	PROPN
american_scientific_journal-11747	62	5	transforms	transform	VERB
american_scientific_journal-11747	62	6	planning	plan	VERB
american_scientific_journal-11747	62	7	from	from	ADP
american_scientific_journal-11747	62	8	a	a	DET
american_scientific_journal-11747	62	9	deterministic	deterministic	ADJ
american_scientific_journal-11747	62	10	,	,	PUNCT
american_scientific_journal-11747	62	11	labor	labor	NOUN
american_scientific_journal-11747	62	12	-	-	PUNCT
american_scientific_journal-11747	62	13	intensive	intensive	ADJ
american_scientific_journal-11747	62	14	task	task	NOUN
american_scientific_journal-11747	62	15	into	into	ADP
american_scientific_journal-11747	62	16	an	an	DET
american_scientific_journal-11747	62	17	interactive	interactive	ADJ
american_scientific_journal-11747	62	18	dialogue	dialogue	NOUN
american_scientific_journal-11747	62	19	,	,	PUNCT
american_scientific_journal-11747	62	20	testing	test	VERB
american_scientific_journal-11747	62	21	hypotheses	hypothesis	NOUN
american_scientific_journal-11747	62	22	in	in	ADP
american_scientific_journal-11747	62	23	real	real	ADJ
american_scientific_journal-11747	62	24	time	time	NOUN
american_scientific_journal-11747	62	25	with	with	ADP
american_scientific_journal-11747	62	26	immediate	immediate	ADJ
american_scientific_journal-11747	62	27	economic	economic	ADJ
american_scientific_journal-11747	62	28	evaluation	evaluation	NOUN
american_scientific_journal-11747	62	29	.	.	PUNCT
american_scientific_journal-11747	63	1	american	american	ADJ
american_scientific_journal-11747	63	2	academic	academic	ADJ
american_scientific_journal-11747	63	3	scientific	scientific	ADJ
american_scientific_journal-11747	63	4	research	research	NOUN
american_scientific_journal-11747	63	5	journal	journal	NOUN
american_scientific_journal-11747	63	6	for	for	ADP
american_scientific_journal-11747	63	7	engineering	engineering	NOUN
american_scientific_journal-11747	63	8	,	,	PUNCT
american_scientific_journal-11747	63	9	technology	technology	NOUN
american_scientific_journal-11747	63	10	,	,	PUNCT
american_scientific_journal-11747	63	11	and	and	CCONJ
american_scientific_journal-11747	63	12	sciences	science	NOUN
american_scientific_journal-11747	63	13	(	(	PUNCT
american_scientific_journal-11747	63	14	asrjets	asrjet	NOUN
american_scientific_journal-11747	63	15	)	)	PUNCT
american_scientific_journal-11747	63	16	volume	volume	NOUN
american_scientific_journal-11747	63	17	102	102	NUM
american_scientific_journal-11747	63	18	,	,	PUNCT
american_scientific_journal-11747	63	19	no	no	DET
american_scientific_journal-11747	63	20	1	1	NUM
american_scientific_journal-11747	63	21	,	,	PUNCT
american_scientific_journal-11747	63	22	pp	pp	ADV
american_scientific_journal-11747	63	23	186	186	NUM
american_scientific_journal-11747	63	24	-	-	SYM
american_scientific_journal-11747	63	25	194	194	NUM
american_scientific_journal-11747	63	26	190	190	NUM
american_scientific_journal-11747	63	27	continuous	continuous	ADJ
american_scientific_journal-11747	63	28	risk	risk	NOUN
american_scientific_journal-11747	63	29	analytics	analytic	NOUN
american_scientific_journal-11747	63	30	replaces	replace	VERB
american_scientific_journal-11747	63	31	periodic	periodic	ADJ
american_scientific_journal-11747	63	32	reporting	reporting	NOUN
american_scientific_journal-11747	63	33	.	.	PUNCT
american_scientific_journal-11747	64	1	trueproject	trueproject	ADJ
american_scientific_journal-11747	64	2	-	-	PUNCT
american_scientific_journal-11747	64	3	level	level	NOUN
american_scientific_journal-11747	64	4	platforms	platform	NOUN
american_scientific_journal-11747	64	5	stream	stream	NOUN
american_scientific_journal-11747	64	6	cost	cost	NOUN
american_scientific_journal-11747	64	7	performance	performance	NOUN
american_scientific_journal-11747	64	8	index	index	NOUN
american_scientific_journal-11747	64	9	and	and	CCONJ
american_scientific_journal-11747	64	10	schedule	schedule	NOUN
american_scientific_journal-11747	64	11	performance	performance	NOUN
american_scientific_journal-11747	64	12	index	index	NOUN
american_scientific_journal-11747	64	13	in	in	ADP
american_scientific_journal-11747	64	14	real	real	ADJ
american_scientific_journal-11747	64	15	time	time	NOUN
american_scientific_journal-11747	64	16	,	,	PUNCT
american_scientific_journal-11747	64	17	highlighting	highlight	VERB
american_scientific_journal-11747	64	18	anomalies	anomaly	NOUN
american_scientific_journal-11747	64	19	well	well	ADV
american_scientific_journal-11747	64	20	before	before	ADP
american_scientific_journal-11747	64	21	cost	cost	NOUN
american_scientific_journal-11747	64	22	or	or	CCONJ
american_scientific_journal-11747	64	23	schedule	schedule	NOUN
american_scientific_journal-11747	64	24	breaches	breach	NOUN
american_scientific_journal-11747	64	25	[	[	X
american_scientific_journal-11747	64	26	11	11	NUM
american_scientific_journal-11747	64	27	]	]	PUNCT
american_scientific_journal-11747	64	28	.	.	PUNCT
american_scientific_journal-11747	65	1	4castplus	4castplus	NUM
american_scientific_journal-11747	65	2	control	control	NOUN
american_scientific_journal-11747	65	3	towers	tower	NOUN
american_scientific_journal-11747	65	4	aggregate	aggregate	VERB
american_scientific_journal-11747	65	5	ev	ev	ADP
american_scientific_journal-11747	65	6	,	,	PUNCT
american_scientific_journal-11747	65	7	cv	cv	PROPN
american_scientific_journal-11747	65	8	,	,	PUNCT
american_scientific_journal-11747	65	9	sv	sv	NOUN
american_scientific_journal-11747	65	10	,	,	PUNCT
american_scientific_journal-11747	65	11	and	and	CCONJ
american_scientific_journal-11747	65	12	estimate	estimate	NOUN
american_scientific_journal-11747	65	13	-	-	PUNCT
american_scientific_journal-11747	65	14	at	at	ADP
american_scientific_journal-11747	65	15	-	-	PUNCT
american_scientific_journal-11747	65	16	complete	complete	ADJ
american_scientific_journal-11747	65	17	,	,	PUNCT
american_scientific_journal-11747	65	18	compute	compute	ADJ
american_scientific_journal-11747	65	19	rollingwindow	rollingwindow	NOUN
american_scientific_journal-11747	65	20	deviations	deviation	NOUN
american_scientific_journal-11747	65	21	,	,	PUNCT
american_scientific_journal-11747	65	22	and	and	CCONJ
american_scientific_journal-11747	65	23	trigger	trigger	NOUN
american_scientific_journal-11747	65	24	ml	ml	ADP
american_scientific_journal-11747	65	25	alerts	alert	NOUN
american_scientific_journal-11747	65	26	when	when	SCONJ
american_scientific_journal-11747	65	27	trends	trend	NOUN
american_scientific_journal-11747	65	28	exit	exit	NOUN
american_scientific_journal-11747	65	29	confidence	confidence	NOUN
american_scientific_journal-11747	65	30	intervals	interval	NOUN
american_scientific_journal-11747	65	31	,	,	PUNCT
american_scientific_journal-11747	65	32	enabling	enable	VERB
american_scientific_journal-11747	65	33	teams	team	NOUN
american_scientific_journal-11747	65	34	to	to	PART
american_scientific_journal-11747	65	35	detect	detect	VERB
american_scientific_journal-11747	65	36	variances	variance	NOUN
american_scientific_journal-11747	65	37	two	two	NUM
american_scientific_journal-11747	65	38	reporting	reporting	NOUN
american_scientific_journal-11747	65	39	cycles	cycle	NOUN
american_scientific_journal-11747	65	40	earlier	early	ADV
american_scientific_journal-11747	65	41	than	than	ADP
american_scientific_journal-11747	65	42	traditional	traditional	ADJ
american_scientific_journal-11747	65	43	evm	evm	NOUN
american_scientific_journal-11747	66	1	[	[	X
american_scientific_journal-11747	66	2	12	12	NUM
american_scientific_journal-11747	66	3	]	]	PUNCT
american_scientific_journal-11747	66	4	.	.	PUNCT
american_scientific_journal-11747	67	1	mckinsey	mckinsey	PROPN
american_scientific_journal-11747	67	2	’s	’s	PART
american_scientific_journal-11747	67	3	project	project	NOUN
american_scientific_journal-11747	67	4	delivery	delivery	NOUN
american_scientific_journal-11747	67	5	hub	hub	NOUN
american_scientific_journal-11747	67	6	integrates	integrate	VERB
american_scientific_journal-11747	67	7	historical	historical	ADJ
american_scientific_journal-11747	67	8	cpi	cpi	PROPN
american_scientific_journal-11747	67	9	/	/	SYM
american_scientific_journal-11747	67	10	spi	spi	PROPN
american_scientific_journal-11747	67	11	,	,	PUNCT
american_scientific_journal-11747	67	12	weather	weather	NOUN
american_scientific_journal-11747	67	13	,	,	PUNCT
american_scientific_journal-11747	67	14	logistics	logistic	NOUN
american_scientific_journal-11747	67	15	,	,	PUNCT
american_scientific_journal-11747	67	16	and	and	CCONJ
american_scientific_journal-11747	67	17	contract	contract	NOUN
american_scientific_journal-11747	67	18	data	datum	NOUN
american_scientific_journal-11747	67	19	into	into	ADP
american_scientific_journal-11747	67	20	an	an	DET
american_scientific_journal-11747	67	21	xgboost	xgboost	ADJ
american_scientific_journal-11747	67	22	model	model	NOUN
american_scientific_journal-11747	67	23	that	that	PRON
american_scientific_journal-11747	67	24	generates	generate	VERB
american_scientific_journal-11747	67	25	weekly	weekly	ADJ
american_scientific_journal-11747	67	26	threat	threat	NOUN
american_scientific_journal-11747	67	27	ratings	rating	NOUN
american_scientific_journal-11747	67	28	.	.	PUNCT
american_scientific_journal-11747	68	1	its	its	PRON
american_scientific_journal-11747	68	2	deployment	deployment	NOUN
american_scientific_journal-11747	68	3	on	on	ADP
american_scientific_journal-11747	68	4	an	an	DET
american_scientific_journal-11747	68	5	oil	oil	NOUN
american_scientific_journal-11747	68	6	-	-	PUNCT
american_scientific_journal-11747	68	7	and	and	CCONJ
american_scientific_journal-11747	68	8	-	-	PUNCT
american_scientific_journal-11747	68	9	gas	gas	NOUN
american_scientific_journal-11747	68	10	site	site	NOUN
american_scientific_journal-11747	68	11	reduced	reduce	VERB
american_scientific_journal-11747	68	12	schedule	schedule	NOUN
american_scientific_journal-11747	68	13	lag	lag	NOUN
american_scientific_journal-11747	68	14	and	and	CCONJ
american_scientific_journal-11747	68	15	unlocked	unlock	VERB
american_scientific_journal-11747	68	16	over	over	ADP
american_scientific_journal-11747	68	17	usd	usd	PROPN
american_scientific_journal-11747	68	18	75	75	NUM
american_scientific_journal-11747	68	19	million	million	NUM
american_scientific_journal-11747	68	20	through	through	ADP
american_scientific_journal-11747	68	21	early	early	ADJ
american_scientific_journal-11747	68	22	bottleneck	bottleneck	NOUN
american_scientific_journal-11747	68	23	escalation	escalation	NOUN
american_scientific_journal-11747	68	24	[	[	X
american_scientific_journal-11747	68	25	13	13	NUM
american_scientific_journal-11747	68	26	]	]	PUNCT
american_scientific_journal-11747	68	27	.	.	PUNCT
american_scientific_journal-11747	69	1	engineering	engineering	NOUN
american_scientific_journal-11747	69	2	and	and	CCONJ
american_scientific_journal-11747	69	3	business	business	NOUN
american_scientific_journal-11747	69	4	metrics	metric	NOUN
american_scientific_journal-11747	69	5	converge	converge	VERB
american_scientific_journal-11747	69	6	through	through	ADP
american_scientific_journal-11747	69	7	devops	devop	NOUN
american_scientific_journal-11747	69	8	dora	dora	PROPN
american_scientific_journal-11747	69	9	measures	measure	NOUN
american_scientific_journal-11747	69	10	—	—	PUNCT
american_scientific_journal-11747	69	11	deployment	deployment	NOUN
american_scientific_journal-11747	69	12	frequency	frequency	NOUN
american_scientific_journal-11747	69	13	,	,	PUNCT
american_scientific_journal-11747	69	14	lead	lead	ADJ
american_scientific_journal-11747	69	15	time	time	NOUN
american_scientific_journal-11747	69	16	,	,	PUNCT
american_scientific_journal-11747	69	17	change	change	NOUN
american_scientific_journal-11747	69	18	-	-	PUNCT
american_scientific_journal-11747	69	19	failure	failure	NOUN
american_scientific_journal-11747	69	20	rate	rate	NOUN
american_scientific_journal-11747	69	21	,	,	PUNCT
american_scientific_journal-11747	69	22	and	and	CCONJ
american_scientific_journal-11747	69	23	mean	mean	VERB
american_scientific_journal-11747	69	24	time	time	NOUN
american_scientific_journal-11747	69	25	to	to	ADP
american_scientific_journal-11747	69	26	resolution	resolution	NOUN
american_scientific_journal-11747	69	27	(	(	PUNCT
american_scientific_journal-11747	69	28	mttr)—streamed	mttr)—streame	VERB
american_scientific_journal-11747	69	29	from	from	ADP
american_scientific_journal-11747	69	30	ci	ci	NOUN
american_scientific_journal-11747	69	31	/	/	SYM
american_scientific_journal-11747	69	32	cd	cd	NOUN
american_scientific_journal-11747	69	33	pipelines	pipeline	NOUN
american_scientific_journal-11747	69	34	into	into	ADP
american_scientific_journal-11747	69	35	the	the	DET
american_scientific_journal-11747	69	36	same	same	ADJ
american_scientific_journal-11747	69	37	risk	risk	NOUN
american_scientific_journal-11747	69	38	-	-	PUNCT
american_scientific_journal-11747	69	39	management	management	NOUN
american_scientific_journal-11747	69	40	system	system	NOUN
american_scientific_journal-11747	69	41	as	as	ADP
american_scientific_journal-11747	69	42	financial	financial	ADJ
american_scientific_journal-11747	69	43	indicators	indicator	NOUN
american_scientific_journal-11747	69	44	.	.	PUNCT
american_scientific_journal-11747	70	1	google	google	PROPN
american_scientific_journal-11747	70	2	’s	’s	PART
american_scientific_journal-11747	70	3	accelerate	accelerate	NOUN
american_scientific_journal-11747	70	4	state	state	NOUN
american_scientific_journal-11747	70	5	of	of	ADP
american_scientific_journal-11747	70	6	devops	devop	NOUN
american_scientific_journal-11747	70	7	study	study	NOUN
american_scientific_journal-11747	70	8	shows	show	VERB
american_scientific_journal-11747	70	9	that	that	SCONJ
american_scientific_journal-11747	70	10	elite	elite	ADJ
american_scientific_journal-11747	70	11	performers	performer	NOUN
american_scientific_journal-11747	70	12	deploy	deploy	VERB
american_scientific_journal-11747	70	13	code	code	NOUN
american_scientific_journal-11747	70	14	973	973	NUM
american_scientific_journal-11747	70	15	times	time	NOUN
american_scientific_journal-11747	70	16	more	more	ADV
american_scientific_journal-11747	70	17	often	often	ADV
american_scientific_journal-11747	70	18	and	and	CCONJ
american_scientific_journal-11747	70	19	recover	recover	VERB
american_scientific_journal-11747	70	20	from	from	ADP
american_scientific_journal-11747	70	21	incidents	incident	NOUN
american_scientific_journal-11747	70	22	6,570	6,570	NUM
american_scientific_journal-11747	70	23	times	time	NOUN
american_scientific_journal-11747	70	24	faster	fast	ADV
american_scientific_journal-11747	70	25	than	than	ADP
american_scientific_journal-11747	70	26	low	low	ADJ
american_scientific_journal-11747	70	27	performers	performer	NOUN
american_scientific_journal-11747	70	28	,	,	PUNCT
american_scientific_journal-11747	70	29	directly	directly	ADV
american_scientific_journal-11747	70	30	correlating	correlate	VERB
american_scientific_journal-11747	70	31	with	with	ADP
american_scientific_journal-11747	70	32	profitability	profitability	NOUN
american_scientific_journal-11747	70	33	and	and	CCONJ
american_scientific_journal-11747	70	34	market	market	NOUN
american_scientific_journal-11747	70	35	share	share	NOUN
american_scientific_journal-11747	70	36	gains	gain	NOUN
american_scientific_journal-11747	70	37	[	[	X
american_scientific_journal-11747	70	38	14	14	NUM
american_scientific_journal-11747	70	39	]	]	PUNCT
american_scientific_journal-11747	70	40	.	.	PUNCT
american_scientific_journal-11747	71	1	this	this	DET
american_scientific_journal-11747	71	2	“	"	PUNCT
american_scientific_journal-11747	71	3	from	from	ADP
american_scientific_journal-11747	71	4	-	-	PUNCT
american_scientific_journal-11747	71	5	code	code	NOUN
american_scientific_journal-11747	71	6	-	-	PUNCT
american_scientific_journal-11747	71	7	to	to	ADP
american_scientific_journal-11747	71	8	-	-	PUNCT
american_scientific_journal-11747	71	9	cash	cash	NOUN
american_scientific_journal-11747	71	10	”	"	PUNCT
american_scientific_journal-11747	71	11	continuum	continuum	X
american_scientific_journal-11747	71	12	consolidates	consolidate	VERB
american_scientific_journal-11747	71	13	technical	technical	ADJ
american_scientific_journal-11747	71	14	,	,	PUNCT
american_scientific_journal-11747	71	15	temporal	temporal	ADJ
american_scientific_journal-11747	71	16	,	,	PUNCT
american_scientific_journal-11747	71	17	and	and	CCONJ
american_scientific_journal-11747	71	18	financial	financial	ADJ
american_scientific_journal-11747	71	19	data	datum	NOUN
american_scientific_journal-11747	71	20	in	in	ADP
american_scientific_journal-11747	71	21	a	a	DET
american_scientific_journal-11747	71	22	continuous	continuous	ADJ
american_scientific_journal-11747	71	23	stream	stream	NOUN
american_scientific_journal-11747	71	24	,	,	PUNCT
american_scientific_journal-11747	71	25	with	with	ADP
american_scientific_journal-11747	71	26	machine	machine	NOUN
american_scientific_journal-11747	71	27	-	-	PUNCT
american_scientific_journal-11747	71	28	learning	learn	VERB
american_scientific_journal-11747	71	29	algorithms	algorithm	NOUN
american_scientific_journal-11747	71	30	bridging	bridge	VERB
american_scientific_journal-11747	71	31	the	the	DET
american_scientific_journal-11747	71	32	gap	gap	NOUN
american_scientific_journal-11747	71	33	between	between	ADP
american_scientific_journal-11747	71	34	devops	devop	NOUN
american_scientific_journal-11747	71	35	teams	team	NOUN
american_scientific_journal-11747	71	36	and	and	CCONJ
american_scientific_journal-11747	71	37	executive	executive	ADJ
american_scientific_journal-11747	71	38	leadership	leadership	NOUN
american_scientific_journal-11747	71	39	.	.	PUNCT
american_scientific_journal-11747	72	1	to	to	PART
american_scientific_journal-11747	72	2	convert	convert	VERB
american_scientific_journal-11747	72	3	these	these	DET
american_scientific_journal-11747	72	4	data	datum	NOUN
american_scientific_journal-11747	72	5	streams	stream	NOUN
american_scientific_journal-11747	72	6	into	into	ADP
american_scientific_journal-11747	72	7	uncertainty	uncertainty	NOUN
american_scientific_journal-11747	72	8	reduction	reduction	NOUN
american_scientific_journal-11747	72	9	,	,	PUNCT
american_scientific_journal-11747	72	10	pmos	pmos	PROPN
american_scientific_journal-11747	72	11	must	must	AUX
american_scientific_journal-11747	72	12	adopt	adopt	VERB
american_scientific_journal-11747	72	13	formal	formal	ADJ
american_scientific_journal-11747	72	14	data	datum	NOUN
american_scientific_journal-11747	72	15	governance	governance	NOUN
american_scientific_journal-11747	72	16	,	,	PUNCT
american_scientific_journal-11747	72	17	defining	define	VERB
american_scientific_journal-11747	72	18	unified	unified	ADJ
american_scientific_journal-11747	72	19	data	data	NOUN
american_scientific_journal-11747	72	20	definitions	definition	NOUN
american_scientific_journal-11747	72	21	,	,	PUNCT
american_scientific_journal-11747	72	22	provenance	provenance	NOUN
american_scientific_journal-11747	72	23	,	,	PUNCT
american_scientific_journal-11747	72	24	and	and	CCONJ
american_scientific_journal-11747	72	25	validation	validation	NOUN
american_scientific_journal-11747	72	26	rules	rule	NOUN
american_scientific_journal-11747	72	27	to	to	PART
american_scientific_journal-11747	72	28	eliminate	eliminate	VERB
american_scientific_journal-11747	72	29	noise	noise	NOUN
american_scientific_journal-11747	72	30	and	and	CCONJ
american_scientific_journal-11747	72	31	prevent	prevent	VERB
american_scientific_journal-11747	72	32	false	false	ADJ
american_scientific_journal-11747	72	33	alarms	alarm	NOUN
american_scientific_journal-11747	72	34	.	.	PUNCT
american_scientific_journal-11747	73	1	the	the	DET
american_scientific_journal-11747	73	2	data	datum	NOUN
american_scientific_journal-11747	73	3	steward	steward	NOUN
american_scientific_journal-11747	73	4	,	,	PUNCT
american_scientific_journal-11747	73	5	as	as	SCONJ
american_scientific_journal-11747	73	6	the	the	DET
american_scientific_journal-11747	73	7	“	"	PUNCT
american_scientific_journal-11747	73	8	guardian	guardian	NOUN
american_scientific_journal-11747	73	9	of	of	ADP
american_scientific_journal-11747	73	10	data	datum	NOUN
american_scientific_journal-11747	73	11	quality	quality	NOUN
american_scientific_journal-11747	73	12	,	,	PUNCT
american_scientific_journal-11747	73	13	compliance	compliance	NOUN
american_scientific_journal-11747	73	14	,	,	PUNCT
american_scientific_journal-11747	73	15	and	and	CCONJ
american_scientific_journal-11747	73	16	context	context	NOUN
american_scientific_journal-11747	73	17	,	,	PUNCT
american_scientific_journal-11747	73	18	”	"	PUNCT
american_scientific_journal-11747	73	19	is	be	AUX
american_scientific_journal-11747	73	20	pivotal	pivotal	ADJ
american_scientific_journal-11747	73	21	;	;	PUNCT
american_scientific_journal-11747	73	22	without	without	ADP
american_scientific_journal-11747	73	23	accountability	accountability	NOUN
american_scientific_journal-11747	73	24	,	,	PUNCT
american_scientific_journal-11747	73	25	ai	ai	AUX
american_scientific_journal-11747	73	26	initiatives	initiative	NOUN
american_scientific_journal-11747	73	27	fail	fail	VERB
american_scientific_journal-11747	73	28	to	to	PART
american_scientific_journal-11747	73	29	scale	scale	VERB
american_scientific_journal-11747	73	30	effectively	effectively	ADV
american_scientific_journal-11747	73	31	.	.	PUNCT
american_scientific_journal-11747	74	1	yet	yet	ADV
american_scientific_journal-11747	74	2	,	,	PUNCT
american_scientific_journal-11747	74	3	regulations	regulation	NOUN
american_scientific_journal-11747	74	4	alone	alone	ADV
american_scientific_journal-11747	74	5	are	be	AUX
american_scientific_journal-11747	74	6	insufficient	insufficient	ADJ
american_scientific_journal-11747	74	7	;	;	PUNCT
american_scientific_journal-11747	74	8	mckinsey	mckinsey	NOUN
american_scientific_journal-11747	74	9	finds	find	VERB
american_scientific_journal-11747	74	10	that	that	SCONJ
american_scientific_journal-11747	74	11	48	48	NUM
american_scientific_journal-11747	74	12	%	%	NOUN
american_scientific_journal-11747	74	13	of	of	ADP
american_scientific_journal-11747	74	14	employees	employee	NOUN
american_scientific_journal-11747	74	15	cite	cite	VERB
american_scientific_journal-11747	74	16	formal	formal	ADJ
american_scientific_journal-11747	74	17	generative	generative	NOUN
american_scientific_journal-11747	74	18	ai	ai	VERB
american_scientific_journal-11747	74	19	training	training	NOUN
american_scientific_journal-11747	74	20	as	as	ADP
american_scientific_journal-11747	74	21	key	key	ADJ
american_scientific_journal-11747	74	22	to	to	ADP
american_scientific_journal-11747	74	23	increased	increase	VERB
american_scientific_journal-11747	74	24	daily	daily	ADJ
american_scientific_journal-11747	74	25	usage	usage	NOUN
american_scientific_journal-11747	74	26	.	.	PUNCT
american_scientific_journal-11747	75	1	in	in	ADP
american_scientific_journal-11747	75	2	comparison	comparison	NOUN
american_scientific_journal-11747	75	3	,	,	PUNCT
american_scientific_journal-11747	75	4	46	46	NUM
american_scientific_journal-11747	75	5	%	%	NOUN
american_scientific_journal-11747	75	6	of	of	ADP
american_scientific_journal-11747	75	7	executives	executive	NOUN
american_scientific_journal-11747	75	8	identify	identify	VERB
american_scientific_journal-11747	75	9	a	a	DET
american_scientific_journal-11747	75	10	skills	skill	NOUN
american_scientific_journal-11747	75	11	gap	gap	NOUN
american_scientific_journal-11747	75	12	as	as	ADP
american_scientific_journal-11747	75	13	the	the	DET
american_scientific_journal-11747	75	14	primary	primary	ADJ
american_scientific_journal-11747	75	15	barrier	barrier	NOUN
american_scientific_journal-11747	75	16	to	to	ADP
american_scientific_journal-11747	75	17	the	the	DET
american_scientific_journal-11747	75	18	rollout	rollout	NOUN
american_scientific_journal-11747	75	19	of	of	ADP
american_scientific_journal-11747	75	20	ai	ai	PROPN
american_scientific_journal-11747	75	21	production	production	NOUN
american_scientific_journal-11747	75	22	[	[	X
american_scientific_journal-11747	75	23	15	15	NUM
american_scientific_journal-11747	75	24	]	]	PUNCT
american_scientific_journal-11747	75	25	.	.	PUNCT
american_scientific_journal-11747	76	1	a	a	DET
american_scientific_journal-11747	76	2	survey	survey	NOUN
american_scientific_journal-11747	76	3	of	of	ADP
american_scientific_journal-11747	76	4	1,440	1,440	NUM
american_scientific_journal-11747	76	5	u.s	u.s	PROPN
american_scientific_journal-11747	76	6	.	.	PROPN
american_scientific_journal-11747	76	7	managers	manager	NOUN
american_scientific_journal-11747	76	8	found	find	VERB
american_scientific_journal-11747	76	9	that	that	SCONJ
american_scientific_journal-11747	76	10	90	90	NUM
american_scientific_journal-11747	76	11	%	%	NOUN
american_scientific_journal-11747	76	12	receive	receive	VERB
american_scientific_journal-11747	76	13	inquiries	inquiry	NOUN
american_scientific_journal-11747	76	14	about	about	ADP
american_scientific_journal-11747	76	15	new	new	ADJ
american_scientific_journal-11747	76	16	generative	generative	NOUN
american_scientific_journal-11747	76	17	ai	ai	NOUN
american_scientific_journal-11747	76	18	tools	tool	NOUN
american_scientific_journal-11747	76	19	at	at	ADP
american_scientific_journal-11747	76	20	varying	vary	VERB
american_scientific_journal-11747	76	21	frequencies	frequency	NOUN
american_scientific_journal-11747	76	22	:	:	PUNCT
american_scientific_journal-11747	76	23	less	less	ADJ
american_scientific_journal-11747	76	24	than	than	ADP
american_scientific_journal-11747	76	25	quarterly	quarterly	ADJ
american_scientific_journal-11747	76	26	(	(	PUNCT
american_scientific_journal-11747	76	27	5	5	NUM
american_scientific_journal-11747	76	28	%	%	NOUN
american_scientific_journal-11747	76	29	)	)	PUNCT
american_scientific_journal-11747	76	30	,	,	PUNCT
american_scientific_journal-11747	76	31	quarterly	quarterly	ADV
american_scientific_journal-11747	76	32	(	(	PUNCT
american_scientific_journal-11747	76	33	5	5	NUM
american_scientific_journal-11747	76	34	%	%	NOUN
american_scientific_journal-11747	76	35	)	)	PUNCT
american_scientific_journal-11747	76	36	,	,	PUNCT
american_scientific_journal-11747	76	37	weekly	weekly	ADV
american_scientific_journal-11747	76	38	(	(	PUNCT
american_scientific_journal-11747	76	39	15	15	NUM
american_scientific_journal-11747	76	40	%	%	NOUN
american_scientific_journal-11747	76	41	)	)	PUNCT
american_scientific_journal-11747	76	42	,	,	PUNCT
american_scientific_journal-11747	76	43	several	several	ADJ
american_scientific_journal-11747	76	44	times	time	NOUN
american_scientific_journal-11747	76	45	a	a	DET
american_scientific_journal-11747	76	46	week	week	NOUN
american_scientific_journal-11747	76	47	(	(	PUNCT
american_scientific_journal-11747	76	48	28	28	NUM
american_scientific_journal-11747	76	49	%	%	NOUN
american_scientific_journal-11747	76	50	)	)	PUNCT
american_scientific_journal-11747	76	51	,	,	PUNCT
american_scientific_journal-11747	76	52	to	to	ADP
american_scientific_journal-11747	76	53	multiple	multiple	ADJ
american_scientific_journal-11747	76	54	times	time	NOUN
american_scientific_journal-11747	76	55	a	a	DET
american_scientific_journal-11747	76	56	day	day	NOUN
american_scientific_journal-11747	76	57	(	(	PUNCT
american_scientific_journal-11747	76	58	16	16	NUM
american_scientific_journal-11747	76	59	%	%	NOUN
american_scientific_journal-11747	76	60	)	)	PUNCT
american_scientific_journal-11747	76	61	;	;	PUNCT
american_scientific_journal-11747	76	62	only	only	ADV
american_scientific_journal-11747	76	63	10	10	NUM
american_scientific_journal-11747	76	64	%	%	NOUN
american_scientific_journal-11747	76	65	never	never	ADV
american_scientific_journal-11747	76	66	receive	receive	VERB
american_scientific_journal-11747	76	67	such	such	ADJ
american_scientific_journal-11747	76	68	queries	query	NOUN
american_scientific_journal-11747	76	69	(	(	PUNCT
american_scientific_journal-11747	76	70	fig	fig	NOUN
american_scientific_journal-11747	76	71	.	.	NOUN
american_scientific_journal-11747	77	1	2	2	NUM
american_scientific_journal-11747	77	2	)	)	PUNCT
american_scientific_journal-11747	78	1	[	[	X
american_scientific_journal-11747	78	2	15	15	NUM
american_scientific_journal-11747	78	3	]	]	PUNCT
american_scientific_journal-11747	78	4	.	.	PUNCT
american_scientific_journal-11747	79	1	american	american	ADJ
american_scientific_journal-11747	79	2	academic	academic	ADJ
american_scientific_journal-11747	79	3	scientific	scientific	ADJ
american_scientific_journal-11747	79	4	research	research	NOUN
american_scientific_journal-11747	79	5	journal	journal	NOUN
american_scientific_journal-11747	79	6	for	for	ADP
american_scientific_journal-11747	79	7	engineering	engineering	NOUN
american_scientific_journal-11747	79	8	,	,	PUNCT
american_scientific_journal-11747	79	9	technology	technology	NOUN
american_scientific_journal-11747	79	10	,	,	PUNCT
american_scientific_journal-11747	79	11	and	and	CCONJ
american_scientific_journal-11747	79	12	sciences	science	NOUN
american_scientific_journal-11747	79	13	(	(	PUNCT
american_scientific_journal-11747	79	14	asrjets	asrjet	NOUN
american_scientific_journal-11747	79	15	)	)	PUNCT
american_scientific_journal-11747	79	16	volume	volume	NOUN
american_scientific_journal-11747	79	17	102	102	NUM
american_scientific_journal-11747	79	18	,	,	PUNCT
american_scientific_journal-11747	79	19	no	no	DET
american_scientific_journal-11747	79	20	1	1	NUM
american_scientific_journal-11747	79	21	,	,	PUNCT
american_scientific_journal-11747	79	22	pp	pp	ADV
american_scientific_journal-11747	79	23	186	186	NUM
american_scientific_journal-11747	79	24	-	-	SYM
american_scientific_journal-11747	79	25	194	194	NUM
american_scientific_journal-11747	79	26	191	191	NUM
american_scientific_journal-11747	79	27	figure	figure	NOUN
american_scientific_journal-11747	79	28	2	2	NUM
american_scientific_journal-11747	79	29	:	:	PUNCT
american_scientific_journal-11747	79	30	frequency	frequency	NOUN
american_scientific_journal-11747	79	31	of	of	ADP
american_scientific_journal-11747	79	32	team	team	NOUN
american_scientific_journal-11747	79	33	inquiries	inquiry	NOUN
american_scientific_journal-11747	79	34	about	about	ADP
american_scientific_journal-11747	79	35	using	use	VERB
american_scientific_journal-11747	79	36	new	new	ADJ
american_scientific_journal-11747	79	37	gen	gen	ADJ
american_scientific_journal-11747	79	38	-	-	PUNCT
american_scientific_journal-11747	79	39	ai	ai	NOUN
american_scientific_journal-11747	79	40	tools	tool	NOUN
american_scientific_journal-11747	79	41	at	at	ADP
american_scientific_journal-11747	79	42	work	work	NOUN
american_scientific_journal-11747	79	43	[	[	X
american_scientific_journal-11747	79	44	15	15	NUM
american_scientific_journal-11747	79	45	]	]	PUNCT
american_scientific_journal-11747	79	46	to	to	PART
american_scientific_journal-11747	79	47	prioritize	prioritize	VERB
american_scientific_journal-11747	79	48	effectively	effectively	ADV
american_scientific_journal-11747	79	49	,	,	PUNCT
american_scientific_journal-11747	79	50	manage	manage	VERB
american_scientific_journal-11747	79	51	risks	risk	NOUN
american_scientific_journal-11747	79	52	,	,	PUNCT
american_scientific_journal-11747	79	53	optimize	optimize	NOUN
american_scientific_journal-11747	79	54	resources	resource	NOUN
american_scientific_journal-11747	79	55	,	,	PUNCT
american_scientific_journal-11747	79	56	and	and	CCONJ
american_scientific_journal-11747	79	57	align	align	NOUN
american_scientific_journal-11747	79	58	functions	function	NOUN
american_scientific_journal-11747	79	59	,	,	PUNCT
american_scientific_journal-11747	79	60	organizations	organization	NOUN
american_scientific_journal-11747	79	61	need	need	VERB
american_scientific_journal-11747	79	62	a	a	DET
american_scientific_journal-11747	79	63	generative	generative	ADJ
american_scientific_journal-11747	79	64	ai	ai	NOUN
american_scientific_journal-11747	79	65	roadmap	roadmap	NOUN
american_scientific_journal-11747	79	66	.	.	PUNCT
american_scientific_journal-11747	80	1	a	a	DET
american_scientific_journal-11747	80	2	u.s	u.s	PROPN
american_scientific_journal-11747	80	3	.	.	PROPN
american_scientific_journal-11747	80	4	c	c	NOUN
american_scientific_journal-11747	80	5	-	-	PUNCT
american_scientific_journal-11747	80	6	suite	suite	NOUN
american_scientific_journal-11747	80	7	survey	survey	NOUN
american_scientific_journal-11747	80	8	revealed	reveal	VERB
american_scientific_journal-11747	80	9	that	that	SCONJ
american_scientific_journal-11747	80	10	none	none	NOUN
american_scientific_journal-11747	80	11	lack	lack	VERB
american_scientific_journal-11747	80	12	an	an	DET
american_scientific_journal-11747	80	13	ai	ai	NOUN
american_scientific_journal-11747	80	14	-	-	PUNCT
american_scientific_journal-11747	80	15	adoption	adoption	NOUN
american_scientific_journal-11747	80	16	plan	plan	NOUN
american_scientific_journal-11747	80	17	;	;	PUNCT
american_scientific_journal-11747	80	18	21	21	NUM
american_scientific_journal-11747	80	19	%	%	NOUN
american_scientific_journal-11747	80	20	are	be	AUX
american_scientific_journal-11747	80	21	developing	develop	VERB
american_scientific_journal-11747	80	22	one	one	NUM
american_scientific_journal-11747	80	23	,	,	PUNCT
american_scientific_journal-11747	80	24	53	53	NUM
american_scientific_journal-11747	80	25	%	%	NOUN
american_scientific_journal-11747	80	26	have	have	VERB
american_scientific_journal-11747	80	27	a	a	DET
american_scientific_journal-11747	80	28	plan	plan	NOUN
american_scientific_journal-11747	80	29	under	under	ADP
american_scientific_journal-11747	80	30	refinement	refinement	NOUN
american_scientific_journal-11747	80	31	,	,	PUNCT
american_scientific_journal-11747	80	32	and	and	CCONJ
american_scientific_journal-11747	80	33	only	only	ADV
american_scientific_journal-11747	80	34	25	25	NUM
american_scientific_journal-11747	80	35	%	%	NOUN
american_scientific_journal-11747	80	36	report	report	NOUN
american_scientific_journal-11747	80	37	having	have	VERB
american_scientific_journal-11747	80	38	a	a	DET
american_scientific_journal-11747	80	39	fully	fully	ADV
american_scientific_journal-11747	80	40	articulated	articulate	VERB
american_scientific_journal-11747	80	41	roadmap	roadmap	NOUN
american_scientific_journal-11747	80	42	(	(	PUNCT
american_scientific_journal-11747	80	43	fig	fig	NOUN
american_scientific_journal-11747	80	44	.	.	PUNCT
american_scientific_journal-11747	81	1	3	3	X
american_scientific_journal-11747	81	2	)	)	PUNCT
american_scientific_journal-11747	82	1	[	[	X
american_scientific_journal-11747	82	2	15	15	NUM
american_scientific_journal-11747	82	3	]	]	PUNCT
american_scientific_journal-11747	82	4	.	.	PUNCT
american_scientific_journal-11747	83	1	figure	figure	VERB
american_scientific_journal-11747	83	2	3	3	NUM
american_scientific_journal-11747	83	3	:	:	PUNCT
american_scientific_journal-11747	83	4	cross	cross	ADJ
american_scientific_journal-11747	83	5	-	-	ADJ
american_scientific_journal-11747	83	6	sectional	sectional	ADJ
american_scientific_journal-11747	83	7	assessment	assessment	NOUN
american_scientific_journal-11747	83	8	of	of	ADP
american_scientific_journal-11747	83	9	generative	generative	ADJ
american_scientific_journal-11747	83	10	ai	ai	VERB
american_scientific_journal-11747	83	11	implementation	implementation	NOUN
american_scientific_journal-11747	83	12	road	road	NOUN
american_scientific_journal-11747	83	13	-	-	PUNCT
american_scientific_journal-11747	83	14	map	map	NOUN
american_scientific_journal-11747	83	15	adoption	adoption	NOUN
american_scientific_journal-11747	83	16	among	among	ADP
american_scientific_journal-11747	83	17	c	c	NOUN
american_scientific_journal-11747	83	18	-	-	PUNCT
american_scientific_journal-11747	83	19	suite	suite	ADJ
american_scientific_journal-11747	83	20	executives	executive	NOUN
american_scientific_journal-11747	83	21	[	[	X
american_scientific_journal-11747	83	22	15	15	NUM
american_scientific_journal-11747	83	23	]	]	X
american_scientific_journal-11747	83	24	american	american	ADJ
american_scientific_journal-11747	83	25	academic	academic	ADJ
american_scientific_journal-11747	83	26	scientific	scientific	ADJ
american_scientific_journal-11747	83	27	research	research	NOUN
american_scientific_journal-11747	83	28	journal	journal	NOUN
american_scientific_journal-11747	83	29	for	for	ADP
american_scientific_journal-11747	83	30	engineering	engineering	NOUN
american_scientific_journal-11747	83	31	,	,	PUNCT
american_scientific_journal-11747	83	32	technology	technology	NOUN
american_scientific_journal-11747	83	33	,	,	PUNCT
american_scientific_journal-11747	83	34	and	and	CCONJ
american_scientific_journal-11747	83	35	sciences	science	NOUN
american_scientific_journal-11747	83	36	(	(	PUNCT
american_scientific_journal-11747	83	37	asrjets	asrjet	NOUN
american_scientific_journal-11747	83	38	)	)	PUNCT
american_scientific_journal-11747	83	39	volume	volume	NOUN
american_scientific_journal-11747	83	40	102	102	NUM
american_scientific_journal-11747	83	41	,	,	PUNCT
american_scientific_journal-11747	83	42	no	no	DET
american_scientific_journal-11747	83	43	1	1	NUM
american_scientific_journal-11747	83	44	,	,	PUNCT
american_scientific_journal-11747	83	45	pp	pp	ADV
american_scientific_journal-11747	83	46	186	186	NUM
american_scientific_journal-11747	83	47	-	-	SYM
american_scientific_journal-11747	83	48	194	194	NUM
american_scientific_journal-11747	83	49	192	192	NUM
american_scientific_journal-11747	83	50	most	most	ADJ
american_scientific_journal-11747	83	51	companies	company	NOUN
american_scientific_journal-11747	83	52	are	be	AUX
american_scientific_journal-11747	83	53	strategizing	strategize	VERB
american_scientific_journal-11747	83	54	the	the	DET
american_scientific_journal-11747	83	55	use	use	NOUN
american_scientific_journal-11747	83	56	of	of	ADP
american_scientific_journal-11747	83	57	generative	generative	ADJ
american_scientific_journal-11747	83	58	ai	ai	NOUN
american_scientific_journal-11747	83	59	,	,	PUNCT
american_scientific_journal-11747	83	60	although	although	SCONJ
american_scientific_journal-11747	83	61	only	only	ADV
american_scientific_journal-11747	83	62	a	a	DET
american_scientific_journal-11747	83	63	quarter	quarter	NOUN
american_scientific_journal-11747	83	64	have	have	AUX
american_scientific_journal-11747	83	65	finalized	finalize	VERB
american_scientific_journal-11747	83	66	plans	plan	NOUN
american_scientific_journal-11747	83	67	.	.	PUNCT
american_scientific_journal-11747	84	1	accordingly	accordingly	ADV
american_scientific_journal-11747	84	2	,	,	PUNCT
american_scientific_journal-11747	84	3	pmos	pmos	PROPN
american_scientific_journal-11747	84	4	are	be	AUX
american_scientific_journal-11747	84	5	instituting	institute	VERB
american_scientific_journal-11747	84	6	ai	ai	ADJ
american_scientific_journal-11747	84	7	literacy	literacy	NOUN
american_scientific_journal-11747	84	8	tracks	track	NOUN
american_scientific_journal-11747	84	9	:	:	PUNCT
american_scientific_journal-11747	84	10	project	project	NOUN
american_scientific_journal-11747	84	11	managers	manager	NOUN
american_scientific_journal-11747	84	12	learn	learn	VERB
american_scientific_journal-11747	84	13	prompt	prompt	ADJ
american_scientific_journal-11747	84	14	engineering	engineering	NOUN
american_scientific_journal-11747	84	15	,	,	PUNCT
american_scientific_journal-11747	84	16	predictive	predictive	ADJ
american_scientific_journal-11747	84	17	model	model	NOUN
american_scientific_journal-11747	84	18	interpretation	interpretation	NOUN
american_scientific_journal-11747	84	19	,	,	PUNCT
american_scientific_journal-11747	84	20	and	and	CCONJ
american_scientific_journal-11747	84	21	data	datum	NOUN
american_scientific_journal-11747	84	22	ethics	ethic	NOUN
american_scientific_journal-11747	84	23	,	,	PUNCT
american_scientific_journal-11747	84	24	while	while	SCONJ
american_scientific_journal-11747	84	25	data	datum	NOUN
american_scientific_journal-11747	84	26	stewards	steward	NOUN
american_scientific_journal-11747	84	27	mentor	mentor	NOUN
american_scientific_journal-11747	84	28	teams	team	NOUN
american_scientific_journal-11747	84	29	to	to	PART
american_scientific_journal-11747	84	30	embed	embed	VERB
american_scientific_journal-11747	84	31	standards	standard	NOUN
american_scientific_journal-11747	84	32	into	into	ADP
american_scientific_journal-11747	84	33	project	project	NOUN
american_scientific_journal-11747	84	34	practices	practice	NOUN
american_scientific_journal-11747	84	35	.	.	PUNCT
american_scientific_journal-11747	85	1	this	this	DET
american_scientific_journal-11747	85	2	cultural	cultural	ADJ
american_scientific_journal-11747	85	3	shift	shift	NOUN
american_scientific_journal-11747	85	4	completes	complete	VERB
american_scientific_journal-11747	85	5	the	the	DET
american_scientific_journal-11747	85	6	logic	logic	NOUN
american_scientific_journal-11747	85	7	chain	chain	NOUN
american_scientific_journal-11747	85	8	:	:	PUNCT
american_scientific_journal-11747	85	9	cleaned	clean	VERB
american_scientific_journal-11747	85	10	,	,	PUNCT
american_scientific_journal-11747	85	11	annotated	annotate	VERB
american_scientific_journal-11747	85	12	data	datum	NOUN
american_scientific_journal-11747	85	13	fuel	fuel	NOUN
american_scientific_journal-11747	85	14	predictive	predictive	ADJ
american_scientific_journal-11747	85	15	models	model	NOUN
american_scientific_journal-11747	85	16	;	;	PUNCT
american_scientific_journal-11747	85	17	co	co	NOUN
american_scientific_journal-11747	85	18	-	-	NOUN
american_scientific_journal-11747	85	19	pilot	pilot	ADJ
american_scientific_journal-11747	85	20	–	–	PUNCT
american_scientific_journal-11747	85	21	integrated	integrate	VERB
american_scientific_journal-11747	85	22	models	model	NOUN
american_scientific_journal-11747	85	23	accelerate	accelerate	VERB
american_scientific_journal-11747	85	24	planning	planning	NOUN
american_scientific_journal-11747	85	25	;	;	PUNCT
american_scientific_journal-11747	85	26	trained	train	VERB
american_scientific_journal-11747	85	27	managers	manager	NOUN
american_scientific_journal-11747	85	28	critically	critically	ADV
american_scientific_journal-11747	85	29	evaluate	evaluate	VERB
american_scientific_journal-11747	85	30	ai	ai	ADJ
american_scientific_journal-11747	85	31	outputs	output	NOUN
american_scientific_journal-11747	85	32	in	in	ADP
american_scientific_journal-11747	85	33	budget	budget	NOUN
american_scientific_journal-11747	85	34	,	,	PUNCT
american_scientific_journal-11747	85	35	schedule	schedule	NOUN
american_scientific_journal-11747	85	36	,	,	PUNCT
american_scientific_journal-11747	85	37	and	and	CCONJ
american_scientific_journal-11747	85	38	risk	risk	NOUN
american_scientific_journal-11747	85	39	decisions	decision	NOUN
american_scientific_journal-11747	85	40	—	—	PUNCT
american_scientific_journal-11747	85	41	transforming	transform	VERB
american_scientific_journal-11747	85	42	the	the	DET
american_scientific_journal-11747	85	43	pmo	pmo	PROPN
american_scientific_journal-11747	85	44	into	into	ADP
american_scientific_journal-11747	85	45	a	a	DET
american_scientific_journal-11747	85	46	management	management	NOUN
american_scientific_journal-11747	85	47	-	-	PUNCT
american_scientific_journal-11747	85	48	insights	insight	NOUN
american_scientific_journal-11747	85	49	factory	factory	NOUN
american_scientific_journal-11747	85	50	,	,	PUNCT
american_scientific_journal-11747	85	51	where	where	SCONJ
american_scientific_journal-11747	85	52	every	every	DET
american_scientific_journal-11747	85	53	digital	digital	ADJ
american_scientific_journal-11747	85	54	artifact	artifact	NOUN
american_scientific_journal-11747	85	55	undergoes	undergoe	NOUN
american_scientific_journal-11747	85	56	semantic	semantic	ADJ
american_scientific_journal-11747	85	57	and	and	CCONJ
american_scientific_journal-11747	85	58	economic	economic	ADJ
american_scientific_journal-11747	85	59	validation	validation	NOUN
american_scientific_journal-11747	85	60	before	before	ADP
american_scientific_journal-11747	85	61	executive	executive	ADJ
american_scientific_journal-11747	85	62	review	review	NOUN
american_scientific_journal-11747	85	63	.	.	PUNCT
american_scientific_journal-11747	86	1	in	in	ADP
american_scientific_journal-11747	86	2	the	the	DET
american_scientific_journal-11747	86	3	author	author	NOUN
american_scientific_journal-11747	86	4	’s	’s	PART
american_scientific_journal-11747	86	5	practical	practical	ADJ
american_scientific_journal-11747	86	6	case	case	NOUN
american_scientific_journal-11747	86	7	at	at	ADP
american_scientific_journal-11747	86	8	pwc	pwc	PROPN
american_scientific_journal-11747	86	9	cee	cee	PROPN
american_scientific_journal-11747	86	10	it	it	PRON
american_scientific_journal-11747	86	11	over	over	ADP
american_scientific_journal-11747	86	12	the	the	DET
american_scientific_journal-11747	86	13	past	past	ADJ
american_scientific_journal-11747	86	14	year	year	NOUN
american_scientific_journal-11747	86	15	,	,	PUNCT
american_scientific_journal-11747	86	16	all	all	DET
american_scientific_journal-11747	86	17	incoming	incoming	ADJ
american_scientific_journal-11747	86	18	digital	digital	ADJ
american_scientific_journal-11747	86	19	-	-	PUNCT
american_scientific_journal-11747	86	20	service	service	NOUN
american_scientific_journal-11747	86	21	and	and	CCONJ
american_scientific_journal-11747	86	22	automation	automation	NOUN
american_scientific_journal-11747	86	23	ideas	idea	NOUN
american_scientific_journal-11747	86	24	were	be	AUX
american_scientific_journal-11747	86	25	logged	log	VERB
american_scientific_journal-11747	86	26	in	in	ADP
american_scientific_journal-11747	86	27	a	a	DET
american_scientific_journal-11747	86	28	standardized	standardized	ADJ
american_scientific_journal-11747	86	29	google	google	NOUN
american_scientific_journal-11747	86	30	sheets	sheet	NOUN
american_scientific_journal-11747	86	31	template	template	NOUN
american_scientific_journal-11747	86	32	,	,	PUNCT
american_scientific_journal-11747	86	33	including	include	VERB
american_scientific_journal-11747	86	34	labor	labor	NOUN
american_scientific_journal-11747	86	35	forecasts	forecast	NOUN
american_scientific_journal-11747	86	36	,	,	PUNCT
american_scientific_journal-11747	86	37	financial	financial	ADJ
american_scientific_journal-11747	86	38	impact	impact	NOUN
american_scientific_journal-11747	86	39	,	,	PUNCT
american_scientific_journal-11747	86	40	scalability	scalability	NOUN
american_scientific_journal-11747	86	41	,	,	PUNCT
american_scientific_journal-11747	86	42	and	and	CCONJ
american_scientific_journal-11747	86	43	strategic	strategic	ADJ
american_scientific_journal-11747	86	44	alignment	alignment	NOUN
american_scientific_journal-11747	86	45	.	.	PUNCT
american_scientific_journal-11747	87	1	an	an	DET
american_scientific_journal-11747	87	2	api	api	NOUN
american_scientific_journal-11747	87	3	connector	connector	NOUN
american_scientific_journal-11747	87	4	to	to	ADP
american_scientific_journal-11747	87	5	microsoft	microsoft	PROPN
american_scientific_journal-11747	87	6	copilot	copilot	PROPN
american_scientific_journal-11747	87	7	enables	enable	VERB
american_scientific_journal-11747	87	8	on	on	ADP
american_scientific_journal-11747	87	9	-	-	PUNCT
american_scientific_journal-11747	87	10	demand	demand	NOUN
american_scientific_journal-11747	87	11	analytics	analytic	NOUN
american_scientific_journal-11747	87	12	,	,	PUNCT
american_scientific_journal-11747	87	13	aggregating	aggregate	VERB
american_scientific_journal-11747	87	14	parameters	parameter	NOUN
american_scientific_journal-11747	87	15	,	,	PUNCT
american_scientific_journal-11747	87	16	ranking	rank	VERB
american_scientific_journal-11747	87	17	roi	roi	NOUN
american_scientific_journal-11747	87	18	probability	probability	NOUN
american_scientific_journal-11747	87	19	,	,	PUNCT
american_scientific_journal-11747	87	20	and	and	CCONJ
american_scientific_journal-11747	87	21	generating	generate	VERB
american_scientific_journal-11747	87	22	textual	textual	ADJ
american_scientific_journal-11747	87	23	recommendations	recommendation	NOUN
american_scientific_journal-11747	87	24	that	that	PRON
american_scientific_journal-11747	87	25	serve	serve	VERB
american_scientific_journal-11747	87	26	as	as	ADP
american_scientific_journal-11747	87	27	inputs	input	NOUN
american_scientific_journal-11747	87	28	for	for	ADP
american_scientific_journal-11747	87	29	leadership	leadership	NOUN
american_scientific_journal-11747	87	30	judgments	judgment	NOUN
american_scientific_journal-11747	87	31	.	.	PUNCT
american_scientific_journal-11747	88	1	on	on	ADP
american_scientific_journal-11747	88	2	average	average	ADJ
american_scientific_journal-11747	88	3	,	,	PUNCT
american_scientific_journal-11747	88	4	seven	seven	NUM
american_scientific_journal-11747	88	5	requests	request	NOUN
american_scientific_journal-11747	88	6	per	per	ADP
american_scientific_journal-11747	88	7	month	month	NOUN
american_scientific_journal-11747	88	8	entered	enter	VERB
american_scientific_journal-11747	88	9	this	this	DET
american_scientific_journal-11747	88	10	“	"	PUNCT
american_scientific_journal-11747	88	11	copilot	copilot	NOUN
american_scientific_journal-11747	88	12	+	+	CCONJ
american_scientific_journal-11747	88	13	human	human	ADJ
american_scientific_journal-11747	88	14	”	"	PUNCT
american_scientific_journal-11747	88	15	initiation	initiation	NOUN
american_scientific_journal-11747	88	16	funnel	funnel	NOUN
american_scientific_journal-11747	88	17	;	;	PUNCT
american_scientific_journal-11747	88	18	roughly	roughly	ADV
american_scientific_journal-11747	88	19	five	five	NUM
american_scientific_journal-11747	88	20	(	(	PUNCT
american_scientific_journal-11747	88	21	or	or	CCONJ
american_scientific_journal-11747	88	22	sixty	sixty	ADJ
american_scientific_journal-11747	88	23	per	per	ADP
american_scientific_journal-11747	88	24	year	year	NOUN
american_scientific_journal-11747	88	25	)	)	PUNCT
american_scientific_journal-11747	88	26	were	be	AUX
american_scientific_journal-11747	88	27	rejected	reject	VERB
american_scientific_journal-11747	88	28	or	or	CCONJ
american_scientific_journal-11747	88	29	sent	send	VERB
american_scientific_journal-11747	88	30	for	for	ADP
american_scientific_journal-11747	88	31	revision	revision	NOUN
american_scientific_journal-11747	88	32	due	due	ADP
american_scientific_journal-11747	88	33	to	to	ADP
american_scientific_journal-11747	88	34	low	low	ADJ
american_scientific_journal-11747	88	35	forecast	forecast	NOUN
american_scientific_journal-11747	88	36	impact	impact	NOUN
american_scientific_journal-11747	88	37	or	or	CCONJ
american_scientific_journal-11747	88	38	scalability	scalability	NOUN
american_scientific_journal-11747	88	39	concerns	concern	NOUN
american_scientific_journal-11747	88	40	.	.	PUNCT
american_scientific_journal-11747	89	1	based	base	VERB
american_scientific_journal-11747	89	2	on	on	ADP
american_scientific_journal-11747	89	3	the	the	DET
american_scientific_journal-11747	89	4	scale	scale	NOUN
american_scientific_journal-11747	89	5	of	of	ADP
american_scientific_journal-11747	89	6	the	the	DET
american_scientific_journal-11747	89	7	company	company	NOUN
american_scientific_journal-11747	89	8	,	,	PUNCT
american_scientific_journal-11747	89	9	each	each	DET
american_scientific_journal-11747	89	10	such	such	ADJ
american_scientific_journal-11747	89	11	decision	decision	NOUN
american_scientific_journal-11747	89	12	freed	free	VERB
american_scientific_journal-11747	89	13	approximately	approximately	ADV
american_scientific_journal-11747	89	14	480	480	NUM
american_scientific_journal-11747	89	15	personhours	personhour	NOUN
american_scientific_journal-11747	89	16	,	,	PUNCT
american_scientific_journal-11747	89	17	totaling	total	VERB
american_scientific_journal-11747	89	18	28,800	28,800	NUM
american_scientific_journal-11747	89	19	hours	hour	NOUN
american_scientific_journal-11747	89	20	annually	annually	ADV
american_scientific_journal-11747	89	21	—	—	PUNCT
american_scientific_journal-11747	89	22	saving	save	VERB
american_scientific_journal-11747	89	23	approximately	approximately	ADV
american_scientific_journal-11747	89	24	usd	usd	NOUN
american_scientific_journal-11747	89	25	1.15	1.15	NUM
american_scientific_journal-11747	89	26	million	million	NUM
american_scientific_journal-11747	89	27	at	at	ADP
american_scientific_journal-11747	89	28	a	a	DET
american_scientific_journal-11747	89	29	usd	usd	NOUN
american_scientific_journal-11747	89	30	40	40	NUM
american_scientific_journal-11747	89	31	/	/	SYM
american_scientific_journal-11747	89	32	hour	hour	NOUN
american_scientific_journal-11747	89	33	labor	labor	NOUN
american_scientific_journal-11747	89	34	rate	rate	NOUN
american_scientific_journal-11747	89	35	—	—	PUNCT
american_scientific_journal-11747	89	36	and	and	CCONJ
american_scientific_journal-11747	89	37	reallocating	reallocate	VERB
american_scientific_journal-11747	89	38	resources	resource	NOUN
american_scientific_journal-11747	89	39	to	to	ADP
american_scientific_journal-11747	89	40	higher	high	ADJ
american_scientific_journal-11747	89	41	-	-	PUNCT
american_scientific_journal-11747	89	42	return	return	VERB
american_scientific_journal-11747	89	43	-	-	PUNCT
american_scientific_journal-11747	89	44	on	on	ADP
american_scientific_journal-11747	89	45	-	-	PUNCT
american_scientific_journal-11747	89	46	investment	investment	NOUN
american_scientific_journal-11747	89	47	(	(	PUNCT
american_scientific_journal-11747	89	48	roi	roi	NOUN
american_scientific_journal-11747	89	49	)	)	PUNCT
american_scientific_journal-11747	89	50	projects	project	NOUN
american_scientific_journal-11747	89	51	.	.	PUNCT
american_scientific_journal-11747	90	1	transparency	transparency	NOUN
american_scientific_journal-11747	90	2	improved	improve	VERB
american_scientific_journal-11747	90	3	as	as	SCONJ
american_scientific_journal-11747	90	4	copilot	copilot	NOUN
american_scientific_journal-11747	90	5	comments	comment	NOUN
american_scientific_journal-11747	90	6	were	be	AUX
american_scientific_journal-11747	90	7	recorded	record	VERB
american_scientific_journal-11747	90	8	in	in	ADP
american_scientific_journal-11747	90	9	a	a	DET
american_scientific_journal-11747	90	10	traceable	traceable	ADJ
american_scientific_journal-11747	90	11	format	format	NOUN
american_scientific_journal-11747	90	12	;	;	PUNCT
american_scientific_journal-11747	90	13	stakeholder	stakeholder	NOUN
american_scientific_journal-11747	90	14	feedback	feedback	NOUN
american_scientific_journal-11747	90	15	accelerated	accelerate	VERB
american_scientific_journal-11747	90	16	from	from	ADP
american_scientific_journal-11747	90	17	days	day	NOUN
american_scientific_journal-11747	90	18	to	to	ADP
american_scientific_journal-11747	90	19	minutes	minute	NOUN
american_scientific_journal-11747	90	20	;	;	PUNCT
american_scientific_journal-11747	90	21	and	and	CCONJ
american_scientific_journal-11747	90	22	discussions	discussion	NOUN
american_scientific_journal-11747	90	23	shifted	shift	VERB
american_scientific_journal-11747	90	24	from	from	ADP
american_scientific_journal-11747	90	25	“	"	PUNCT
american_scientific_journal-11747	90	26	meeting	meeting	NOUN
american_scientific_journal-11747	90	27	prep	prep	NOUN
american_scientific_journal-11747	90	28	”	"	PUNCT
american_scientific_journal-11747	90	29	to	to	ADP
american_scientific_journal-11747	90	30	strategic	strategic	ADJ
american_scientific_journal-11747	90	31	value	value	NOUN
american_scientific_journal-11747	90	32	assessment	assessment	NOUN
american_scientific_journal-11747	90	33	.	.	PUNCT
american_scientific_journal-11747	91	1	the	the	DET
american_scientific_journal-11747	91	2	author	author	NOUN
american_scientific_journal-11747	91	3	’s	’s	PART
american_scientific_journal-11747	91	4	experience	experience	NOUN
american_scientific_journal-11747	91	5	demonstrates	demonstrate	VERB
american_scientific_journal-11747	91	6	how	how	SCONJ
american_scientific_journal-11747	91	7	targeted	target	VERB
american_scientific_journal-11747	91	8	generative	generative	ADJ
american_scientific_journal-11747	91	9	-	-	PUNCT
american_scientific_journal-11747	91	10	ai	ai	NOUN
american_scientific_journal-11747	91	11	use	use	NOUN
american_scientific_journal-11747	91	12	in	in	ADP
american_scientific_journal-11747	91	13	early	early	ADJ
american_scientific_journal-11747	91	14	lifecycle	lifecycle	NOUN
american_scientific_journal-11747	91	15	phases	phase	NOUN
american_scientific_journal-11747	91	16	yields	yield	VERB
american_scientific_journal-11747	91	17	measurable	measurable	ADJ
american_scientific_journal-11747	91	18	financial	financial	ADJ
american_scientific_journal-11747	91	19	returns	return	NOUN
american_scientific_journal-11747	91	20	and	and	CCONJ
american_scientific_journal-11747	91	21	sets	set	VERB
american_scientific_journal-11747	91	22	a	a	DET
american_scientific_journal-11747	91	23	precedent	precedent	NOUN
american_scientific_journal-11747	91	24	for	for	ADP
american_scientific_journal-11747	91	25	deeper	deep	ADJ
american_scientific_journal-11747	91	26	pmo	pmo	PROPN
american_scientific_journal-11747	91	27	analytics	analytic	NOUN
american_scientific_journal-11747	91	28	adoption	adoption	NOUN
american_scientific_journal-11747	91	29	.	.	PUNCT
american_scientific_journal-11747	92	1	overall	overall	ADJ
american_scientific_journal-11747	92	2	,	,	PUNCT
american_scientific_journal-11747	92	3	limited	limited	ADJ
american_scientific_journal-11747	92	4	generative	generative	ADJ
american_scientific_journal-11747	92	5	analytics	analytic	NOUN
american_scientific_journal-11747	92	6	integration	integration	NOUN
american_scientific_journal-11747	92	7	at	at	ADP
american_scientific_journal-11747	92	8	decision	decision	NOUN
american_scientific_journal-11747	92	9	points	point	NOUN
american_scientific_journal-11747	92	10	resulted	result	VERB
american_scientific_journal-11747	92	11	in	in	ADP
american_scientific_journal-11747	92	12	discrete	discrete	ADJ
american_scientific_journal-11747	92	13	reductions	reduction	NOUN
american_scientific_journal-11747	92	14	in	in	ADP
american_scientific_journal-11747	92	15	transaction	transaction	NOUN
american_scientific_journal-11747	92	16	costs	cost	NOUN
american_scientific_journal-11747	92	17	,	,	PUNCT
american_scientific_journal-11747	92	18	increased	increase	VERB
american_scientific_journal-11747	92	19	transparency	transparency	NOUN
american_scientific_journal-11747	92	20	,	,	PUNCT
american_scientific_journal-11747	92	21	and	and	CCONJ
american_scientific_journal-11747	92	22	faster	fast	ADJ
american_scientific_journal-11747	92	23	idea	idea	NOUN
american_scientific_journal-11747	92	24	-	-	PUNCT
american_scientific_journal-11747	92	25	to	to	ADP
american_scientific_journal-11747	92	26	-	-	PUNCT
american_scientific_journal-11747	92	27	value	value	NOUN
american_scientific_journal-11747	92	28	cycles	cycle	NOUN
american_scientific_journal-11747	92	29	,	,	PUNCT
american_scientific_journal-11747	92	30	yielding	yield	VERB
american_scientific_journal-11747	92	31	over	over	ADP
american_scientific_journal-11747	92	32	usd	usd	NOUN
american_scientific_journal-11747	92	33	1	1	NUM
american_scientific_journal-11747	92	34	million	million	NUM
american_scientific_journal-11747	92	35	in	in	ADP
american_scientific_journal-11747	92	36	savings	saving	NOUN
american_scientific_journal-11747	92	37	and	and	CCONJ
american_scientific_journal-11747	92	38	nearly	nearly	ADV
american_scientific_journal-11747	92	39	30,000	30,000	NUM
american_scientific_journal-11747	92	40	freed	free	VERB
american_scientific_journal-11747	92	41	project	project	NOUN
american_scientific_journal-11747	92	42	hours	hour	NOUN
american_scientific_journal-11747	92	43	—	—	PUNCT
american_scientific_journal-11747	92	44	empirically	empirically	ADV
american_scientific_journal-11747	92	45	validating	validate	VERB
american_scientific_journal-11747	92	46	the	the	DET
american_scientific_journal-11747	92	47	economic	economic	ADJ
american_scientific_journal-11747	92	48	rationale	rationale	NOUN
american_scientific_journal-11747	92	49	for	for	ADP
american_scientific_journal-11747	92	50	a	a	DET
american_scientific_journal-11747	92	51	data	data	NOUN
american_scientific_journal-11747	92	52	-	-	PUNCT
american_scientific_journal-11747	92	53	driven	drive	VERB
american_scientific_journal-11747	92	54	approach	approach	NOUN
american_scientific_journal-11747	92	55	.	.	PUNCT
american_scientific_journal-11747	93	1	4	4	X
american_scientific_journal-11747	93	2	.	.	X
american_scientific_journal-11747	93	3	conclusion	conclusion	NOUN
american_scientific_journal-11747	93	4	in	in	ADP
american_scientific_journal-11747	93	5	the	the	DET
american_scientific_journal-11747	93	6	face	face	NOUN
american_scientific_journal-11747	93	7	of	of	ADP
american_scientific_journal-11747	93	8	ever	ever	ADV
american_scientific_journal-11747	93	9	-	-	PUNCT
american_scientific_journal-11747	93	10	growing	grow	VERB
american_scientific_journal-11747	93	11	technical	technical	ADJ
american_scientific_journal-11747	93	12	and	and	CCONJ
american_scientific_journal-11747	93	13	organizational	organizational	ADJ
american_scientific_journal-11747	93	14	complexity	complexity	NOUN
american_scientific_journal-11747	93	15	,	,	PUNCT
american_scientific_journal-11747	93	16	large	large	ADJ
american_scientific_journal-11747	93	17	it	it	PRON
american_scientific_journal-11747	93	18	projects	project	NOUN
american_scientific_journal-11747	93	19	remain	remain	VERB
american_scientific_journal-11747	93	20	precariously	precariously	ADV
american_scientific_journal-11747	93	21	unstable	unstable	ADJ
american_scientific_journal-11747	93	22	,	,	PUNCT
american_scientific_journal-11747	93	23	with	with	ADP
american_scientific_journal-11747	93	24	schedule	schedule	NOUN
american_scientific_journal-11747	93	25	delays	delay	NOUN
american_scientific_journal-11747	93	26	and	and	CCONJ
american_scientific_journal-11747	93	27	budget	budget	NOUN
american_scientific_journal-11747	93	28	overruns	overrun	NOUN
american_scientific_journal-11747	93	29	resulting	result	VERB
american_scientific_journal-11747	93	30	in	in	ADP
american_scientific_journal-11747	93	31	significant	significant	ADJ
american_scientific_journal-11747	93	32	financial	financial	ADJ
american_scientific_journal-11747	93	33	losses	loss	NOUN
american_scientific_journal-11747	93	34	and	and	CCONJ
american_scientific_journal-11747	93	35	eroding	erode	VERB
american_scientific_journal-11747	93	36	stakeholder	stakeholder	NOUN
american_scientific_journal-11747	93	37	trust	trust	NOUN
american_scientific_journal-11747	93	38	.	.	PUNCT
american_scientific_journal-11747	94	1	implementing	implement	VERB
american_scientific_journal-11747	94	2	mature	mature	ADJ
american_scientific_journal-11747	94	3	ai	ai	NOUN
american_scientific_journal-11747	94	4	tools	tool	NOUN
american_scientific_journal-11747	94	5	and	and	CCONJ
american_scientific_journal-11747	94	6	advanced	advanced	ADJ
american_scientific_journal-11747	94	7	data	datum	NOUN
american_scientific_journal-11747	94	8	analytics	analytic	NOUN
american_scientific_journal-11747	94	9	enables	enable	VERB
american_scientific_journal-11747	94	10	a	a	DET
american_scientific_journal-11747	94	11	shift	shift	NOUN
american_scientific_journal-11747	94	12	from	from	ADP
american_scientific_journal-11747	94	13	subjective	subjective	ADJ
american_scientific_journal-11747	94	14	expert	expert	ADJ
american_scientific_journal-11747	94	15	judgments	judgment	NOUN
american_scientific_journal-11747	94	16	to	to	ADP
american_scientific_journal-11747	94	17	systematic	systematic	ADJ
american_scientific_journal-11747	94	18	,	,	PUNCT
american_scientific_journal-11747	94	19	quantitatively	quantitatively	ADV
american_scientific_journal-11747	94	20	substantiated	substantiated	ADJ
american_scientific_journal-11747	94	21	decision	decision	NOUN
american_scientific_journal-11747	94	22	-	-	PUNCT
american_scientific_journal-11747	94	23	making	making	NOUN
american_scientific_journal-11747	94	24	,	,	PUNCT
american_scientific_journal-11747	94	25	extending	extend	VERB
american_scientific_journal-11747	94	26	initiation	initiation	NOUN
american_scientific_journal-11747	94	27	and	and	CCONJ
american_scientific_journal-11747	94	28	planning	planning	NOUN
american_scientific_journal-11747	94	29	beyond	beyond	ADP
american_scientific_journal-11747	94	30	traditional	traditional	ADJ
american_scientific_journal-11747	94	31	manual	manual	ADJ
american_scientific_journal-11747	94	32	timeframes	timeframe	NOUN
american_scientific_journal-11747	94	33	,	,	PUNCT
american_scientific_journal-11747	94	34	reducing	reduce	VERB
american_scientific_journal-11747	94	35	failure	failure	NOUN
american_scientific_journal-11747	94	36	rates	rate	NOUN
american_scientific_journal-11747	94	37	by	by	ADP
american_scientific_journal-11747	94	38	an	an	DET
american_scientific_journal-11747	94	39	average	average	NOUN
american_scientific_journal-11747	94	40	of	of	ADP
american_scientific_journal-11747	94	41	30	30	NUM
american_scientific_journal-11747	94	42	%	%	NOUN
american_scientific_journal-11747	94	43	,	,	PUNCT
american_scientific_journal-11747	94	44	and	and	CCONJ
american_scientific_journal-11747	94	45	improving	improve	VERB
american_scientific_journal-11747	94	46	resource	resource	NOUN
american_scientific_journal-11747	94	47	allocation	allocation	NOUN
american_scientific_journal-11747	94	48	efficiency	efficiency	NOUN
american_scientific_journal-11747	94	49	.	.	PUNCT
american_scientific_journal-11747	95	1	while	while	SCONJ
american_scientific_journal-11747	95	2	the	the	DET
american_scientific_journal-11747	95	3	author	author	NOUN
american_scientific_journal-11747	95	4	did	do	AUX
american_scientific_journal-11747	95	5	not	not	PART
american_scientific_journal-11747	95	6	place	place	VERB
american_scientific_journal-11747	95	7	full	full	ADJ
american_scientific_journal-11747	95	8	reliance	reliance	NOUN
american_scientific_journal-11747	95	9	on	on	ADP
american_scientific_journal-11747	95	10	ai	ai	ADJ
american_scientific_journal-11747	95	11	-	-	PUNCT
american_scientific_journal-11747	95	12	generated	generate	VERB
american_scientific_journal-11747	95	13	outputs	output	NOUN
american_scientific_journal-11747	95	14	,	,	PUNCT
american_scientific_journal-11747	95	15	instead	instead	ADV
american_scientific_journal-11747	95	16	incorporating	incorporate	VERB
american_scientific_journal-11747	95	17	them	they	PRON
american_scientific_journal-11747	95	18	as	as	ADP
american_scientific_journal-11747	95	19	a	a	DET
american_scientific_journal-11747	95	20	supplementary	supplementary	ADJ
american_scientific_journal-11747	95	21	parameter	parameter	NOUN
american_scientific_journal-11747	95	22	within	within	ADP
american_scientific_journal-11747	95	23	the	the	DET
american_scientific_journal-11747	95	24	experimental	experimental	ADJ
american_scientific_journal-11747	95	25	framework	framework	NOUN
american_scientific_journal-11747	95	26	and	and	CCONJ
american_scientific_journal-11747	95	27	prioritizing	prioritize	VERB
american_scientific_journal-11747	95	28	their	their	PRON
american_scientific_journal-11747	95	29	own	own	ADJ
american_scientific_journal-11747	95	30	expert	expert	ADJ
american_scientific_journal-11747	95	31	judgment	judgment	NOUN
american_scientific_journal-11747	95	32	,	,	PUNCT
american_scientific_journal-11747	95	33	the	the	DET
american_scientific_journal-11747	95	34	outcomes	outcome	NOUN
american_scientific_journal-11747	95	35	revealed	reveal	VERB
american_scientific_journal-11747	95	36	a	a	DET
american_scientific_journal-11747	95	37	notable	notable	ADJ
american_scientific_journal-11747	95	38	convergence	convergence	NOUN
american_scientific_journal-11747	95	39	between	between	ADP
american_scientific_journal-11747	95	40	the	the	DET
american_scientific_journal-11747	95	41	author	author	NOUN
american_scientific_journal-11747	95	42	’s	’s	PART
american_scientific_journal-11747	95	43	conclusions	conclusion	NOUN
american_scientific_journal-11747	95	44	and	and	CCONJ
american_scientific_journal-11747	95	45	the	the	DET
american_scientific_journal-11747	95	46	suggestions	suggestion	NOUN
american_scientific_journal-11747	95	47	provided	provide	VERB
american_scientific_journal-11747	95	48	by	by	ADP
american_scientific_journal-11747	95	49	the	the	DET
american_scientific_journal-11747	95	50	ai	ai	NOUN
american_scientific_journal-11747	95	51	.	.	PROPN
american_scientific_journal-11747	95	52	end	end	VERB
american_scientific_journal-11747	95	53	-	-	PUNCT
american_scientific_journal-11747	95	54	to	to	ADP
american_scientific_journal-11747	95	55	-	-	PUNCT
american_scientific_journal-11747	95	56	end	end	NOUN
american_scientific_journal-11747	95	57	analytics	analytic	NOUN
american_scientific_journal-11747	95	58	and	and	CCONJ
american_scientific_journal-11747	95	59	ai	ai	AUX
american_scientific_journal-11747	95	60	scoring	score	VERB
american_scientific_journal-11747	95	61	across	across	ADP
american_scientific_journal-11747	95	62	all	all	DET
american_scientific_journal-11747	95	63	lifecycle	lifecycle	NOUN
american_scientific_journal-11747	95	64	phases	phase	NOUN
american_scientific_journal-11747	95	65	introduce	introduce	VERB
american_scientific_journal-11747	95	66	new	new	ADJ
american_scientific_journal-11747	95	67	capabilities	capability	NOUN
american_scientific_journal-11747	95	68	for	for	ADP
american_scientific_journal-11747	95	69	controlling	control	VERB
american_scientific_journal-11747	95	70	budget	budget	NOUN
american_scientific_journal-11747	95	71	,	,	PUNCT
american_scientific_journal-11747	95	72	schedule	schedule	NOUN
american_scientific_journal-11747	95	73	,	,	PUNCT
american_scientific_journal-11747	95	74	and	and	CCONJ
american_scientific_journal-11747	95	75	quality	quality	NOUN
american_scientific_journal-11747	95	76	.	.	PUNCT
american_scientific_journal-11747	96	1	monte	monte	PROPN
american_scientific_journal-11747	96	2	carlo	carlo	PROPN
american_scientific_journal-11747	96	3	methods	method	NOUN
american_scientific_journal-11747	96	4	,	,	PUNCT
american_scientific_journal-11747	96	5	simulating	simulate	VERB
american_scientific_journal-11747	96	6	up	up	ADP
american_scientific_journal-11747	96	7	to	to	PART
american_scientific_journal-11747	96	8	10,000	10,000	NUM
american_scientific_journal-11747	96	9	scenarios	scenario	NOUN
american_scientific_journal-11747	96	10	,	,	PUNCT
american_scientific_journal-11747	96	11	can	can	AUX
american_scientific_journal-11747	96	12	quantitatively	quantitatively	ADV
american_scientific_journal-11747	96	13	assess	assess	VERB
american_scientific_journal-11747	96	14	american	american	ADJ
american_scientific_journal-11747	96	15	academic	academic	ADJ
american_scientific_journal-11747	96	16	scientific	scientific	ADJ
american_scientific_journal-11747	96	17	research	research	NOUN
american_scientific_journal-11747	96	18	journal	journal	NOUN
american_scientific_journal-11747	96	19	for	for	ADP
american_scientific_journal-11747	96	20	engineering	engineering	NOUN
american_scientific_journal-11747	96	21	,	,	PUNCT
american_scientific_journal-11747	96	22	technology	technology	NOUN
american_scientific_journal-11747	96	23	,	,	PUNCT
american_scientific_journal-11747	96	24	and	and	CCONJ
american_scientific_journal-11747	96	25	sciences	science	NOUN
american_scientific_journal-11747	96	26	(	(	PUNCT
american_scientific_journal-11747	96	27	asrjets	asrjet	NOUN
american_scientific_journal-11747	96	28	)	)	PUNCT
american_scientific_journal-11747	96	29	volume	volume	NOUN
american_scientific_journal-11747	96	30	102	102	NUM
american_scientific_journal-11747	96	31	,	,	PUNCT
american_scientific_journal-11747	96	32	no	no	DET
american_scientific_journal-11747	96	33	1	1	NUM
american_scientific_journal-11747	96	34	,	,	PUNCT
american_scientific_journal-11747	96	35	pp	pp	ADV
american_scientific_journal-11747	96	36	186	186	NUM
american_scientific_journal-11747	96	37	-	-	SYM
american_scientific_journal-11747	96	38	194	194	NUM
american_scientific_journal-11747	96	39	193	193	NUM
american_scientific_journal-11747	96	40	interventions	intervention	NOUN
american_scientific_journal-11747	96	41	and	and	CCONJ
american_scientific_journal-11747	96	42	reduce	reduce	VERB
american_scientific_journal-11747	96	43	the	the	DET
american_scientific_journal-11747	96	44	probability	probability	NOUN
american_scientific_journal-11747	96	45	of	of	ADP
american_scientific_journal-11747	96	46	deadline	deadline	NOUN
american_scientific_journal-11747	96	47	misses	miss	VERB
american_scientific_journal-11747	96	48	from	from	ADP
american_scientific_journal-11747	96	49	50	50	NUM
american_scientific_journal-11747	96	50	%	%	NOUN
american_scientific_journal-11747	96	51	to	to	ADP
american_scientific_journal-11747	96	52	under	under	ADP
american_scientific_journal-11747	96	53	15	15	NUM
american_scientific_journal-11747	96	54	%	%	NOUN
american_scientific_journal-11747	96	55	.	.	PUNCT
american_scientific_journal-11747	97	1	portfolio	portfolio	NOUN
american_scientific_journal-11747	97	2	-	-	PUNCT
american_scientific_journal-11747	97	3	level	level	NOUN
american_scientific_journal-11747	97	4	automated	automate	VERB
american_scientific_journal-11747	97	5	scorecards	scorecard	NOUN
american_scientific_journal-11747	97	6	based	base	VERB
american_scientific_journal-11747	97	7	on	on	ADP
american_scientific_journal-11747	97	8	npv	npv	NOUN
american_scientific_journal-11747	97	9	/	/	SYM
american_scientific_journal-11747	97	10	mirr	mirr	PROPN
american_scientific_journal-11747	97	11	and	and	CCONJ
american_scientific_journal-11747	97	12	ai	ai	AUX
american_scientific_journal-11747	97	13	-	-	PUNCT
american_scientific_journal-11747	97	14	weighted	weight	VERB
american_scientific_journal-11747	97	15	criteria	criterion	NOUN
american_scientific_journal-11747	97	16	double	double	ADJ
american_scientific_journal-11747	97	17	aggregate	aggregate	ADJ
american_scientific_journal-11747	97	18	roi	roi	NOUN
american_scientific_journal-11747	97	19	by	by	ADP
american_scientific_journal-11747	97	20	replacing	replace	VERB
american_scientific_journal-11747	97	21	manual	manual	ADJ
american_scientific_journal-11747	97	22	selection	selection	NOUN
american_scientific_journal-11747	97	23	with	with	ADP
american_scientific_journal-11747	97	24	formal	formal	ADJ
american_scientific_journal-11747	97	25	screening	screening	NOUN
american_scientific_journal-11747	97	26	.	.	PUNCT
american_scientific_journal-11747	98	1	generative	generative	ADJ
american_scientific_journal-11747	98	2	ai	ai	AUX
american_scientific_journal-11747	98	3	modules	module	NOUN
american_scientific_journal-11747	98	4	transform	transform	VERB
american_scientific_journal-11747	98	5	text	text	NOUN
american_scientific_journal-11747	98	6	prompts	prompt	NOUN
american_scientific_journal-11747	98	7	into	into	ADP
american_scientific_journal-11747	98	8	ready	ready	ADJ
american_scientific_journal-11747	98	9	planning	planning	NOUN
american_scientific_journal-11747	98	10	artifacts	artifact	NOUN
american_scientific_journal-11747	98	11	—	—	PUNCT
american_scientific_journal-11747	98	12	wbs	wb	NOUN
american_scientific_journal-11747	98	13	to	to	ADP
american_scientific_journal-11747	98	14	initial	initial	ADJ
american_scientific_journal-11747	98	15	risk	risk	NOUN
american_scientific_journal-11747	98	16	registers	register	NOUN
american_scientific_journal-11747	98	17	—	—	PUNCT
american_scientific_journal-11747	98	18	reducing	reduce	VERB
american_scientific_journal-11747	98	19	baseline	baseline	NOUN
american_scientific_journal-11747	98	20	plan	plan	NOUN
american_scientific_journal-11747	98	21	preparation	preparation	NOUN
american_scientific_journal-11747	98	22	time	time	NOUN
american_scientific_journal-11747	98	23	by	by	ADP
american_scientific_journal-11747	98	24	25	25	NUM
american_scientific_journal-11747	98	25	%	%	NOUN
american_scientific_journal-11747	98	26	and	and	CCONJ
american_scientific_journal-11747	98	27	converting	convert	VERB
american_scientific_journal-11747	98	28	planning	planning	NOUN
american_scientific_journal-11747	98	29	into	into	ADP
american_scientific_journal-11747	98	30	an	an	DET
american_scientific_journal-11747	98	31	interactive	interactive	ADJ
american_scientific_journal-11747	98	32	,	,	PUNCT
american_scientific_journal-11747	98	33	economically	economically	ADV
american_scientific_journal-11747	98	34	validated	validate	VERB
american_scientific_journal-11747	98	35	dialogue	dialogue	NOUN
american_scientific_journal-11747	98	36	.	.	PUNCT
american_scientific_journal-11747	99	1	empirical	empirical	ADJ
american_scientific_journal-11747	99	2	assessment	assessment	NOUN
american_scientific_journal-11747	99	3	of	of	ADP
american_scientific_journal-11747	99	4	the	the	DET
american_scientific_journal-11747	99	5	author	author	NOUN
american_scientific_journal-11747	99	6	’s	’s	PART
american_scientific_journal-11747	99	7	pwc	pwc	PROPN
american_scientific_journal-11747	99	8	cee	cee	PROPN
american_scientific_journal-11747	99	9	it	it	PRON
american_scientific_journal-11747	99	10	practice	practice	NOUN
american_scientific_journal-11747	99	11	confirmed	confirm	VERB
american_scientific_journal-11747	99	12	the	the	DET
american_scientific_journal-11747	99	13	high	high	ADJ
american_scientific_journal-11747	99	14	economic	economic	ADJ
american_scientific_journal-11747	99	15	and	and	CCONJ
american_scientific_journal-11747	99	16	operational	operational	ADJ
american_scientific_journal-11747	99	17	viability	viability	NOUN
american_scientific_journal-11747	99	18	of	of	ADP
american_scientific_journal-11747	99	19	a	a	DET
american_scientific_journal-11747	99	20	data	data	NOUN
american_scientific_journal-11747	99	21	-	-	PUNCT
american_scientific_journal-11747	99	22	driven	drive	VERB
american_scientific_journal-11747	99	23	approach	approach	NOUN
american_scientific_journal-11747	99	24	:	:	PUNCT
american_scientific_journal-11747	99	25	seven	seven	NUM
american_scientific_journal-11747	99	26	average	average	ADJ
american_scientific_journal-11747	99	27	monthly	monthly	ADJ
american_scientific_journal-11747	99	28	requests	request	NOUN
american_scientific_journal-11747	99	29	through	through	ADP
american_scientific_journal-11747	99	30	the	the	DET
american_scientific_journal-11747	99	31	google	google	NOUN
american_scientific_journal-11747	99	32	sheets	sheet	NOUN
american_scientific_journal-11747	99	33	+	+	CCONJ
american_scientific_journal-11747	99	34	copilot	copilot	NOUN
american_scientific_journal-11747	99	35	funnel	funnel	NOUN
american_scientific_journal-11747	99	36	yielded	yield	VERB
american_scientific_journal-11747	99	37	five	five	NUM
american_scientific_journal-11747	99	38	revisions	revision	NOUN
american_scientific_journal-11747	99	39	or	or	CCONJ
american_scientific_journal-11747	99	40	rejections	rejection	NOUN
american_scientific_journal-11747	99	41	,	,	PUNCT
american_scientific_journal-11747	99	42	freeing	free	VERB
american_scientific_journal-11747	99	43	480	480	NUM
american_scientific_journal-11747	99	44	person	person	NOUN
american_scientific_journal-11747	99	45	-	-	PUNCT
american_scientific_journal-11747	99	46	hours	hour	NOUN
american_scientific_journal-11747	99	47	per	per	ADP
american_scientific_journal-11747	99	48	initiative	initiative	NOUN
american_scientific_journal-11747	99	49	and	and	CCONJ
american_scientific_journal-11747	99	50	saving	save	VERB
american_scientific_journal-11747	99	51	~28,800	~28,800	PUNCT
american_scientific_journal-11747	99	52	hours	hour	NOUN
american_scientific_journal-11747	99	53	annually	annually	ADV
american_scientific_journal-11747	99	54	(	(	PUNCT
american_scientific_journal-11747	99	55	~usd	~usd	PROPN
american_scientific_journal-11747	99	56	1.15	1.15	NUM
american_scientific_journal-11747	99	57	million	million	NUM
american_scientific_journal-11747	99	58	)	)	PUNCT
american_scientific_journal-11747	99	59	.	.	PUNCT
american_scientific_journal-11747	100	1	copilot	copilot	NOUN
american_scientific_journal-11747	100	2	’s	’s	PART
american_scientific_journal-11747	100	3	traceable	traceable	ADJ
american_scientific_journal-11747	100	4	recommendations	recommendation	NOUN
american_scientific_journal-11747	100	5	enhanced	enhance	VERB
american_scientific_journal-11747	100	6	justification	justification	NOUN
american_scientific_journal-11747	100	7	transparency	transparency	NOUN
american_scientific_journal-11747	100	8	and	and	CCONJ
american_scientific_journal-11747	100	9	accelerated	accelerate	VERB
american_scientific_journal-11747	100	10	stakeholder	stakeholder	NOUN
american_scientific_journal-11747	100	11	feedback	feedback	NOUN
american_scientific_journal-11747	100	12	,	,	PUNCT
american_scientific_journal-11747	100	13	shifting	shift	VERB
american_scientific_journal-11747	100	14	focus	focus	NOUN
american_scientific_journal-11747	100	15	from	from	ADP
american_scientific_journal-11747	100	16	meeting	meet	VERB
american_scientific_journal-11747	100	17	preparation	preparation	NOUN
american_scientific_journal-11747	100	18	to	to	ADP
american_scientific_journal-11747	100	19	strategic	strategic	ADJ
american_scientific_journal-11747	100	20	value	value	NOUN
american_scientific_journal-11747	100	21	evaluation	evaluation	NOUN
american_scientific_journal-11747	100	22	.	.	PUNCT
american_scientific_journal-11747	101	1	thus	thus	ADV
american_scientific_journal-11747	101	2	,	,	PUNCT
american_scientific_journal-11747	101	3	the	the	DET
american_scientific_journal-11747	101	4	integration	integration	NOUN
american_scientific_journal-11747	101	5	of	of	ADP
american_scientific_journal-11747	101	6	systematic	systematic	ADJ
american_scientific_journal-11747	101	7	ai	ai	NOUN
american_scientific_journal-11747	101	8	and	and	CCONJ
american_scientific_journal-11747	101	9	data	datum	NOUN
american_scientific_journal-11747	101	10	analytics	analytic	NOUN
american_scientific_journal-11747	101	11	not	not	PART
american_scientific_journal-11747	101	12	only	only	ADV
american_scientific_journal-11747	101	13	elevates	elevate	VERB
american_scientific_journal-11747	101	14	decision	decision	NOUN
american_scientific_journal-11747	101	15	justification	justification	NOUN
american_scientific_journal-11747	101	16	but	but	CCONJ
american_scientific_journal-11747	101	17	also	also	ADV
american_scientific_journal-11747	101	18	redefines	redefine	VERB
american_scientific_journal-11747	101	19	the	the	DET
american_scientific_journal-11747	101	20	pmo	pmo	PROPN
american_scientific_journal-11747	101	21	’s	’s	PART
american_scientific_journal-11747	101	22	role	role	NOUN
american_scientific_journal-11747	101	23	from	from	ADP
american_scientific_journal-11747	101	24	a	a	DET
american_scientific_journal-11747	101	25	reporting	reporting	NOUN
american_scientific_journal-11747	101	26	center	center	NOUN
american_scientific_journal-11747	101	27	into	into	ADP
american_scientific_journal-11747	101	28	a	a	DET
american_scientific_journal-11747	101	29	management	management	NOUN
american_scientific_journal-11747	101	30	-	-	PUNCT
american_scientific_journal-11747	101	31	insights	insight	NOUN
american_scientific_journal-11747	101	32	factory	factory	NOUN
american_scientific_journal-11747	101	33	,	,	PUNCT
american_scientific_journal-11747	101	34	where	where	SCONJ
american_scientific_journal-11747	101	35	every	every	DET
american_scientific_journal-11747	101	36	digital	digital	ADJ
american_scientific_journal-11747	101	37	artifact	artifact	NOUN
american_scientific_journal-11747	101	38	undergoes	undergoe	NOUN
american_scientific_journal-11747	101	39	unified	unify	VERB
american_scientific_journal-11747	101	40	validation	validation	NOUN
american_scientific_journal-11747	101	41	,	,	PUNCT
american_scientific_journal-11747	101	42	from	from	ADP
american_scientific_journal-11747	101	43	semantic	semantic	ADJ
american_scientific_journal-11747	101	44	to	to	ADP
american_scientific_journal-11747	101	45	economic	economic	ADJ
american_scientific_journal-11747	101	46	,	,	PUNCT
american_scientific_journal-11747	101	47	before	before	ADP
american_scientific_journal-11747	101	48	informing	inform	VERB
american_scientific_journal-11747	101	49	decisions	decision	NOUN
american_scientific_journal-11747	101	50	.	.	PUNCT
american_scientific_journal-11747	102	1	the	the	DET
american_scientific_journal-11747	102	2	achievements	achievement	NOUN
american_scientific_journal-11747	102	3	of	of	ADP
american_scientific_journal-11747	102	4	“	"	PUNCT
american_scientific_journal-11747	102	5	projects	project	VERB
american_scientific_journal-11747	102	6	5.0	5.0	NUM
american_scientific_journal-11747	102	7	”	"	PUNCT
american_scientific_journal-11747	102	8	open	open	ADJ
american_scientific_journal-11747	102	9	new	new	ADJ
american_scientific_journal-11747	102	10	horizons	horizon	NOUN
american_scientific_journal-11747	102	11	for	for	ADP
american_scientific_journal-11747	102	12	strategic	strategic	ADJ
american_scientific_journal-11747	102	13	resource	resource	NOUN
american_scientific_journal-11747	102	14	utilization	utilization	NOUN
american_scientific_journal-11747	102	15	,	,	PUNCT
american_scientific_journal-11747	102	16	risk	risk	NOUN
american_scientific_journal-11747	102	17	minimization	minimization	NOUN
american_scientific_journal-11747	102	18	,	,	PUNCT
american_scientific_journal-11747	102	19	and	and	CCONJ
american_scientific_journal-11747	102	20	sustainable	sustainable	ADJ
american_scientific_journal-11747	102	21	growth	growth	NOUN
american_scientific_journal-11747	102	22	of	of	ADP
american_scientific_journal-11747	102	23	it	it	PRON
american_scientific_journal-11747	102	24	initiative	initiative	NOUN
american_scientific_journal-11747	102	25	portfolios	portfolio	NOUN
american_scientific_journal-11747	102	26	,	,	PUNCT
american_scientific_journal-11747	102	27	confirming	confirm	VERB
american_scientific_journal-11747	102	28	the	the	DET
american_scientific_journal-11747	102	29	successful	successful	ADJ
american_scientific_journal-11747	102	30	realization	realization	NOUN
american_scientific_journal-11747	102	31	of	of	ADP
american_scientific_journal-11747	102	32	this	this	DET
american_scientific_journal-11747	102	33	study	study	NOUN
american_scientific_journal-11747	102	34	’s	’s	PART
american_scientific_journal-11747	102	35	goals	goal	NOUN
american_scientific_journal-11747	102	36	.	.	PUNCT
american_scientific_journal-11747	103	1	references	reference	NOUN
american_scientific_journal-11747	103	2	[	[	X
american_scientific_journal-11747	103	3	1	1	NUM
american_scientific_journal-11747	103	4	]	]	X
american_scientific_journal-11747	103	5	l.	l.	PROPN
american_scientific_journal-11747	103	6	thamma	thamma	PROPN
american_scientific_journal-11747	103	7	,	,	PUNCT
american_scientific_journal-11747	103	8	“	"	PUNCT
american_scientific_journal-11747	103	9	how	how	SCONJ
american_scientific_journal-11747	103	10	ai	ai	VERB
american_scientific_journal-11747	103	11	will	will	AUX
american_scientific_journal-11747	103	12	help	help	VERB
american_scientific_journal-11747	103	13	project	project	VERB
american_scientific_journal-11747	103	14	planning	planning	NOUN
american_scientific_journal-11747	103	15	,	,	PUNCT
american_scientific_journal-11747	103	16	”	"	PUNCT
american_scientific_journal-11747	103	17	projectmanagement.com	projectmanagement.com	X
american_scientific_journal-11747	103	18	,	,	PUNCT
american_scientific_journal-11747	103	19	2023	2023	NUM
american_scientific_journal-11747	103	20	.	.	PUNCT
american_scientific_journal-11747	104	1	https://www.projectmanagement.com/wikis/849920/how-ai-will-help-project-planning	https://www.projectmanagement.com/wikis/849920/how-ai-will-help-project-planne	VERB
american_scientific_journal-11747	104	2	#	#	SYM
american_scientific_journal-11747	104	3	_	_	PRON
american_scientific_journal-11747	104	4	(	(	PUNCT
american_scientific_journal-11747	104	5	accessed	access	VERB
american_scientific_journal-11747	104	6	mar	mar	PROPN
american_scientific_journal-11747	104	7	.	.	PROPN
american_scientific_journal-11747	104	8	31	31	NUM
american_scientific_journal-11747	104	9	,	,	PUNCT
american_scientific_journal-11747	104	10	2025	2025	NUM
american_scientific_journal-11747	104	11	)	)	PUNCT
american_scientific_journal-11747	104	12	.	.	PUNCT
american_scientific_journal-11747	105	1	[	[	X
american_scientific_journal-11747	105	2	2	2	NUM
american_scientific_journal-11747	105	3	]	]	PUNCT
american_scientific_journal-11747	105	4	m.	m.	NOUN
american_scientific_journal-11747	105	5	bloch	bloch	PROPN
american_scientific_journal-11747	105	6	,	,	PUNCT
american_scientific_journal-11747	105	7	s.	s.	PROPN
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american_scientific_journal-11747	105	9	,	,	PUNCT
american_scientific_journal-11747	105	10	and	and	CCONJ
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american_scientific_journal-11747	105	13	,	,	PUNCT
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american_scientific_journal-11747	105	17	-	-	PUNCT
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american_scientific_journal-11747	105	19	it	it	PRON
american_scientific_journal-11747	105	20	projects	project	VERB
american_scientific_journal-11747	105	21	on	on	ADP
american_scientific_journal-11747	105	22	time	time	NOUN
american_scientific_journal-11747	105	23	,	,	PUNCT
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american_scientific_journal-11747	105	25	budget	budget	NOUN
american_scientific_journal-11747	105	26	,	,	PUNCT
american_scientific_journal-11747	105	27	and	and	CCONJ
american_scientific_journal-11747	105	28	value	value	NOUN
american_scientific_journal-11747	105	29	,	,	PUNCT
american_scientific_journal-11747	105	30	”	"	PUNCT
american_scientific_journal-11747	105	31	mckinsey	mckinsey	NOUN
american_scientific_journal-11747	105	32	,	,	PUNCT
american_scientific_journal-11747	105	33	oct	oct	PROPN
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american_scientific_journal-11747	105	35	01	01	NUM
american_scientific_journal-11747	105	36	,	,	PUNCT
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american_scientific_journal-11747	105	38	.	.	PUNCT
american_scientific_journal-11747	106	1	https://www.mckinsey.com/capabilities/mckinsey-digital/ourinsights/delivering-large-scale-it-projects-on-time-on-budget-and-on-value	https://www.mckinsey.com/capabilities/mckinsey-digital/ourinsights/delivering-large-scale-it-projects-on-time-on-budget-and-on-value	NOUN
american_scientific_journal-11747	106	2	(	(	PUNCT
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american_scientific_journal-11747	106	4	mar	mar	PROPN
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american_scientific_journal-11747	106	6	30	30	NUM
american_scientific_journal-11747	106	7	,	,	PUNCT
american_scientific_journal-11747	106	8	2025	2025	NUM
american_scientific_journal-11747	106	9	)	)	PUNCT
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american_scientific_journal-11747	107	1	[	[	X
american_scientific_journal-11747	107	2	3	3	X
american_scientific_journal-11747	107	3	]	]	X
american_scientific_journal-11747	107	4	m.	m.	NOUN
american_scientific_journal-11747	107	5	dussud	dussud	PROPN
american_scientific_journal-11747	107	6	,	,	PUNCT
american_scientific_journal-11747	107	7	“	"	PUNCT
american_scientific_journal-11747	107	8	how	how	SCONJ
american_scientific_journal-11747	107	9	to	to	PART
american_scientific_journal-11747	107	10	improve	improve	VERB
american_scientific_journal-11747	107	11	capital	capital	NOUN
american_scientific_journal-11747	107	12	project	project	NOUN
american_scientific_journal-11747	107	13	execution	execution	NOUN
american_scientific_journal-11747	107	14	,	,	PUNCT
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american_scientific_journal-11747	107	16	mckinsey	mckinsey	NOUN
american_scientific_journal-11747	107	17	,	,	PUNCT
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american_scientific_journal-11747	107	19	.	.	PROPN
american_scientific_journal-11747	107	20	13	13	NUM
american_scientific_journal-11747	107	21	,	,	PUNCT
american_scientific_journal-11747	107	22	2023	2023	NUM
american_scientific_journal-11747	107	23	.	.	PUNCT
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american_scientific_journal-11747	108	2	(	(	PUNCT
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american_scientific_journal-11747	108	4	mar	mar	PROPN
american_scientific_journal-11747	108	5	.	.	PROPN
american_scientific_journal-11747	108	6	01	01	NUM
american_scientific_journal-11747	108	7	,	,	PUNCT
american_scientific_journal-11747	108	8	2025	2025	NUM
american_scientific_journal-11747	108	9	)	)	PUNCT
american_scientific_journal-11747	108	10	.	.	PUNCT
american_scientific_journal-11747	109	1	[	[	X
american_scientific_journal-11747	109	2	4	4	NUM
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american_scientific_journal-11747	109	4	radek	radek	NOUN
american_scientific_journal-11747	109	5	,	,	PUNCT
american_scientific_journal-11747	109	6	“	"	PUNCT
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american_scientific_journal-11747	109	14	it	it	PRON
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american_scientific_journal-11747	109	20	,	,	PUNCT
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american_scientific_journal-11747	109	30	.	.	PUNCT
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american_scientific_journal-11747	110	5	.	.	PROPN
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american_scientific_journal-11747	111	2	,	,	PUNCT
american_scientific_journal-11747	112	1	2025	2025	NUM
american_scientific_journal-11747	112	2	)	)	PUNCT
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american_scientific_journal-11747	113	7	“	"	PUNCT
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american_scientific_journal-11747	113	9	projects	project	NOUN
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american_scientific_journal-11747	122	7	,	,	PUNCT
american_scientific_journal-11747	122	8	2025	2025	NUM
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american_scientific_journal-11747	123	4	d.	d.	PROPN
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american_scientific_journal-11747	123	30	,	,	PUNCT
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american_scientific_journal-11747	123	41	,	,	PUNCT
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american_scientific_journal-11747	123	51	,	,	PUNCT
american_scientific_journal-11747	123	52	2025	2025	NUM
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american_scientific_journal-11747	123	54	.	.	PUNCT
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american_scientific_journal-11747	124	7	,	,	PUNCT
american_scientific_journal-11747	124	8	“	"	PUNCT
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american_scientific_journal-11747	124	10	-	-	PUNCT
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american_scientific_journal-11747	124	17	software	software	NOUN
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american_scientific_journal-11747	124	20	:	:	PUNCT
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american_scientific_journal-11747	124	27	,	,	PUNCT
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american_scientific_journal-11747	124	41	,	,	PUNCT
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american_scientific_journal-11747	124	47	12	12	NUM
american_scientific_journal-11747	124	48	,	,	PUNCT
american_scientific_journal-11747	124	49	2025	2025	NUM
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