id	sid	tid	token	lemma	pos
issue-3121	1	1	baltic	baltic	PROPN
issue-3121	1	2	journal	journal	PROPN
issue-3121	1	3	of	of	ADP
issue-3121	1	4	economic	economic	ADJ
issue-3121	1	5	studies	study	NOUN
issue-3121	1	6	207	207	NUM
issue-3121	1	7	vol	vol	NOUN
issue-3121	1	8	.	.	PUNCT
issue-3121	2	1	11	11	NUM
issue-3121	2	2	no	no	NOUN
issue-3121	2	3	.	.	NOUN
issue-3121	2	4	5	5	NUM
issue-3121	2	5	,	,	PUNCT
issue-3121	2	6	2025	2025	NUM
issue-3121	2	7	this	this	PRON
issue-3121	2	8	is	be	AUX
issue-3121	2	9	an	an	DET
issue-3121	2	10	open	open	ADJ
issue-3121	2	11	access	access	NOUN
issue-3121	2	12	article	article	NOUN
issue-3121	2	13	,	,	PUNCT
issue-3121	2	14	distributed	distribute	VERB
issue-3121	2	15	under	under	ADP
issue-3121	2	16	the	the	DET
issue-3121	2	17	terms	term	NOUN
issue-3121	2	18	of	of	ADP
issue-3121	2	19	the	the	DET
issue-3121	2	20	creative	creative	ADJ
issue-3121	2	21	commons	common	NOUN
issue-3121	2	22	attribution	attribution	NOUN
issue-3121	2	23	cc	cc	VERB
issue-3121	2	24	by	by	ADP
issue-3121	2	25	4.0	4.0	NUM
issue-3121	2	26	1	1	NUM
issue-3121	2	27	state	state	NOUN
issue-3121	2	28	university	university	NOUN
issue-3121	2	29	of	of	ADP
issue-3121	2	30	trade	trade	NOUN
issue-3121	2	31	and	and	CCONJ
issue-3121	2	32	economics	economic	NOUN
issue-3121	2	33	,	,	PUNCT
issue-3121	2	34	ukraine	ukraine	NOUN
issue-3121	2	35	(	(	PUNCT
issue-3121	2	36	corresponding	correspond	VERB
issue-3121	2	37	author	author	NOUN
issue-3121	2	38	)	)	PUNCT
issue-3121	2	39	e	e	NOUN
issue-3121	2	40	-	-	NOUN
issue-3121	2	41	mail	mail	NOUN
issue-3121	2	42	:	:	PUNCT
issue-3121	3	1	v.hurzhii@knute.edu.ua	v.hurzhii@knute.edu.ua	NOUN
issue-3121	3	2	orcid	orcid	NOUN
issue-3121	3	3	:	:	PUNCT
issue-3121	3	4	https://orcid.org/0009-0006-9208-4097	https://orcid.org/0009-0006-9208-4097	PROPN
issue-3121	3	5	2	2	NUM
issue-3121	3	6	state	state	NOUN
issue-3121	3	7	university	university	NOUN
issue-3121	3	8	of	of	ADP
issue-3121	3	9	trade	trade	NOUN
issue-3121	3	10	and	and	CCONJ
issue-3121	3	11	economics	economic	NOUN
issue-3121	3	12	,	,	PUNCT
issue-3121	3	13	ukraine	ukraine	NOUN
issue-3121	3	14	e	e	NOUN
issue-3121	3	15	-	-	NOUN
issue-3121	3	16	mail	mail	NOUN
issue-3121	3	17	:	:	PUNCT
issue-3121	3	18	k.nizheyko@knute.edu.ua	k.nizheyko@knute.edu.ua	PROPN
issue-3121	3	19	orcid	orcid	PROPN
issue-3121	3	20	:	:	PUNCT
issue-3121	3	21	https://orcid.org/0000-0002-2925-1140	https://orcid.org/0000-0002-2925-1140	ADJ
issue-3121	3	22	doi	doi	NOUN
issue-3121	3	23	:	:	PUNCT
issue-3121	3	24	https://doi.org/10.30525/2256-0742/2025-11-5-207-213	https://doi.org/10.30525/2256-0742/2025-11-5-207-213	PROPN
issue-3121	3	25	integration	integration	NOUN
issue-3121	3	26	of	of	ADP
issue-3121	3	27	artificial	artificial	ADJ
issue-3121	3	28	intelligence	intelligence	NOUN
issue-3121	3	29	methods	method	NOUN
issue-3121	3	30	into	into	ADP
issue-3121	3	31	project	project	NOUN
issue-3121	3	32	quality	quality	NOUN
issue-3121	3	33	management	management	NOUN
issue-3121	3	34	:	:	PUNCT
issue-3121	3	35	real	real	ADJ
issue-3121	3	36	-	-	PUNCT
issue-3121	3	37	time	time	NOUN
issue-3121	3	38	control	control	NOUN
issue-3121	3	39	of	of	ADP
issue-3121	3	40	compliance	compliance	NOUN
issue-3121	3	41	with	with	ADP
issue-3121	3	42	standards	standard	NOUN
issue-3121	3	43	vladyslav	vladyslav	PROPN
issue-3121	3	44	hurzhii1	hurzhii1	PROPN
issue-3121	3	45	,	,	PUNCT
issue-3121	3	46	kostyantin	kostyantin	ADJ
issue-3121	3	47	nizheiko2	nizheiko2	NOUN
issue-3121	3	48	abstract	abstract	NOUN
issue-3121	3	49	.	.	PUNCT
issue-3121	4	1	the	the	DET
issue-3121	4	2	subject	subject	NOUN
issue-3121	4	3	of	of	ADP
issue-3121	4	4	the	the	DET
issue-3121	4	5	present	present	ADJ
issue-3121	4	6	study	study	NOUN
issue-3121	4	7	is	be	AUX
issue-3121	4	8	the	the	DET
issue-3121	4	9	processes	process	NOUN
issue-3121	4	10	,	,	PUNCT
issue-3121	4	11	tools	tool	NOUN
issue-3121	4	12	and	and	CCONJ
issue-3121	4	13	technological	technological	ADJ
issue-3121	4	14	solutions	solution	NOUN
issue-3121	4	15	that	that	PRON
issue-3121	4	16	ensure	ensure	VERB
issue-3121	4	17	the	the	DET
issue-3121	4	18	use	use	NOUN
issue-3121	4	19	of	of	ADP
issue-3121	4	20	artificial	artificial	ADJ
issue-3121	4	21	intelligence	intelligence	NOUN
issue-3121	4	22	to	to	PART
issue-3121	4	23	automate	automate	VERB
issue-3121	4	24	and	and	CCONJ
issue-3121	4	25	increase	increase	VERB
issue-3121	4	26	the	the	DET
issue-3121	4	27	accuracy	accuracy	NOUN
issue-3121	4	28	of	of	ADP
issue-3121	4	29	quality	quality	NOUN
issue-3121	4	30	control	control	NOUN
issue-3121	4	31	in	in	ADP
issue-3121	4	32	projects	project	NOUN
issue-3121	4	33	,	,	PUNCT
issue-3121	4	34	as	as	ADV
issue-3121	4	35	well	well	ADV
issue-3121	4	36	as	as	ADP
issue-3121	4	37	the	the	DET
issue-3121	4	38	factors	factor	NOUN
issue-3121	4	39	that	that	PRON
issue-3121	4	40	affect	affect	VERB
issue-3121	4	41	the	the	DET
issue-3121	4	42	success	success	NOUN
issue-3121	4	43	of	of	ADP
issue-3121	4	44	their	their	PRON
issue-3121	4	45	implementation	implementation	NOUN
issue-3121	4	46	.	.	PUNCT
issue-3121	5	1	the	the	DET
issue-3121	5	2	purpose	purpose	NOUN
issue-3121	5	3	of	of	ADP
issue-3121	5	4	the	the	DET
issue-3121	5	5	study	study	NOUN
issue-3121	5	6	is	be	AUX
issue-3121	5	7	to	to	PART
issue-3121	5	8	analyse	analyse	VERB
issue-3121	5	9	and	and	CCONJ
issue-3121	5	10	generalise	generalise	VERB
issue-3121	5	11	approaches	approach	NOUN
issue-3121	5	12	to	to	ADP
issue-3121	5	13	the	the	DET
issue-3121	5	14	integration	integration	NOUN
issue-3121	5	15	of	of	ADP
issue-3121	5	16	artificial	artificial	ADJ
issue-3121	5	17	intelligence	intelligence	NOUN
issue-3121	5	18	(	(	PUNCT
issue-3121	5	19	ai	ai	NOUN
issue-3121	5	20	)	)	PUNCT
issue-3121	5	21	methods	method	NOUN
issue-3121	5	22	into	into	ADP
issue-3121	5	23	project	project	NOUN
issue-3121	5	24	quality	quality	NOUN
issue-3121	5	25	management	management	NOUN
issue-3121	5	26	,	,	PUNCT
issue-3121	5	27	with	with	ADP
issue-3121	5	28	a	a	DET
issue-3121	5	29	particular	particular	ADJ
issue-3121	5	30	focus	focus	NOUN
issue-3121	5	31	on	on	ADP
issue-3121	5	32	real	real	ADJ
issue-3121	5	33	-	-	PUNCT
issue-3121	5	34	time	time	NOUN
issue-3121	5	35	control	control	NOUN
issue-3121	5	36	of	of	ADP
issue-3121	5	37	compliance	compliance	NOUN
issue-3121	5	38	with	with	ADP
issue-3121	5	39	standards	standard	NOUN
issue-3121	5	40	.	.	PUNCT
issue-3121	6	1	the	the	DET
issue-3121	6	2	objective	objective	NOUN
issue-3121	6	3	of	of	ADP
issue-3121	6	4	the	the	DET
issue-3121	6	5	research	research	NOUN
issue-3121	6	6	is	be	AUX
issue-3121	6	7	to	to	PART
issue-3121	6	8	ascertain	ascertain	VERB
issue-3121	6	9	the	the	DET
issue-3121	6	10	economic	economic	ADJ
issue-3121	6	11	,	,	PUNCT
issue-3121	6	12	organisational	organisational	ADJ
issue-3121	6	13	and	and	CCONJ
issue-3121	6	14	technological	technological	ADJ
issue-3121	6	15	viability	viability	NOUN
issue-3121	6	16	of	of	ADP
issue-3121	6	17	implementing	implement	VERB
issue-3121	6	18	ai	ai	VERB
issue-3121	6	19	,	,	PUNCT
issue-3121	6	20	in	in	ADP
issue-3121	6	21	addition	addition	NOUN
issue-3121	6	22	to	to	ADP
issue-3121	6	23	identifying	identify	VERB
issue-3121	6	24	risks	risk	NOUN
issue-3121	6	25	and	and	CCONJ
issue-3121	6	26	barriers	barrier	NOUN
issue-3121	6	27	that	that	PRON
issue-3121	6	28	may	may	AUX
issue-3121	6	29	impede	impede	VERB
issue-3121	6	30	the	the	DET
issue-3121	6	31	effectiveness	effectiveness	NOUN
issue-3121	6	32	of	of	ADP
issue-3121	6	33	the	the	DET
issue-3121	6	34	project	project	NOUN
issue-3121	6	35	.	.	PUNCT
issue-3121	7	1	methodology	methodology	NOUN
issue-3121	7	2	.	.	PUNCT
issue-3121	8	1	the	the	DET
issue-3121	8	2	study	study	NOUN
issue-3121	8	3	is	be	AUX
issue-3121	8	4	grounded	ground	VERB
issue-3121	8	5	in	in	ADP
issue-3121	8	6	a	a	DET
issue-3121	8	7	comprehensive	comprehensive	ADJ
issue-3121	8	8	analysis	analysis	NOUN
issue-3121	8	9	of	of	ADP
issue-3121	8	10	international	international	ADJ
issue-3121	8	11	and	and	CCONJ
issue-3121	8	12	industry	industry	NOUN
issue-3121	8	13	cases	case	NOUN
issue-3121	8	14	(	(	PUNCT
issue-3121	8	15	ocado	ocado	PROPN
issue-3121	8	16	,	,	PUNCT
issue-3121	8	17	siemens	siemens	PROPN
issue-3121	8	18	,	,	PUNCT
issue-3121	8	19	nissan	nissan	PROPN
issue-3121	8	20	)	)	PUNCT
issue-3121	8	21	,	,	PUNCT
issue-3121	8	22	a	a	DET
issue-3121	8	23	meticulous	meticulous	ADJ
issue-3121	8	24	review	review	NOUN
issue-3121	8	25	of	of	ADP
issue-3121	8	26	reports	report	NOUN
issue-3121	8	27	from	from	ADP
issue-3121	8	28	leading	lead	VERB
issue-3121	8	29	consulting	consulting	NOUN
issue-3121	8	30	companies	company	NOUN
issue-3121	8	31	(	(	PUNCT
issue-3121	8	32	accenture	accenture	NOUN
issue-3121	8	33	,	,	PUNCT
issue-3121	8	34	deloitte	deloitte	PROPN
issue-3121	8	35	,	,	PUNCT
issue-3121	8	36	pmi	pmi	PROPN
issue-3121	8	37	)	)	PUNCT
issue-3121	8	38	,	,	PUNCT
issue-3121	8	39	and	and	CCONJ
issue-3121	8	40	a	a	DET
issue-3121	8	41	systematic	systematic	ADJ
issue-3121	8	42	summary	summary	NOUN
issue-3121	8	43	of	of	ADP
issue-3121	8	44	practical	practical	ADJ
issue-3121	8	45	recommendations	recommendation	NOUN
issue-3121	8	46	for	for	ADP
issue-3121	8	47	the	the	DET
issue-3121	8	48	stages	stage	NOUN
issue-3121	8	49	of	of	ADP
issue-3121	8	50	ai	ai	ADJ
issue-3121	8	51	implementation	implementation	NOUN
issue-3121	8	52	:	:	PUNCT
issue-3121	8	53	data	data	NOUN
issue-3121	8	54	preparation	preparation	NOUN
issue-3121	8	55	,	,	PUNCT
issue-3121	8	56	understanding	understand	VERB
issue-3121	8	57	stage	stage	NOUN
issue-3121	8	58	,	,	PUNCT
issue-3121	8	59	modelling	modelling	NOUN
issue-3121	8	60	,	,	PUNCT
issue-3121	8	61	implementation	implementation	NOUN
issue-3121	8	62	,	,	PUNCT
issue-3121	8	63	scaling	scaling	NOUN
issue-3121	8	64	and	and	CCONJ
issue-3121	8	65	support	support	NOUN
issue-3121	8	66	.	.	PUNCT
issue-3121	9	1	four	four	NUM
issue-3121	9	2	financial	financial	ADJ
issue-3121	9	3	models	model	NOUN
issue-3121	9	4	were	be	AUX
issue-3121	9	5	considered	consider	VERB
issue-3121	9	6	to	to	PART
issue-3121	9	7	assess	assess	VERB
issue-3121	9	8	economic	economic	ADJ
issue-3121	9	9	efficiency	efficiency	NOUN
issue-3121	9	10	:	:	PUNCT
issue-3121	9	11	roi	roi	NOUN
issue-3121	9	12	,	,	PUNCT
issue-3121	9	13	tco	tco	NOUN
issue-3121	9	14	,	,	PUNCT
issue-3121	9	15	npv	npv	NOUN
issue-3121	9	16	and	and	CCONJ
issue-3121	9	17	irr	irr	NOUN
issue-3121	9	18	.	.	PUNCT
issue-3121	10	1	additionally	additionally	ADV
issue-3121	10	2	,	,	PUNCT
issue-3121	10	3	typical	typical	ADJ
issue-3121	10	4	integration	integration	NOUN
issue-3121	10	5	issues	issue	NOUN
issue-3121	10	6	were	be	AUX
issue-3121	10	7	analysed	analyse	VERB
issue-3121	10	8	,	,	PUNCT
issue-3121	10	9	including	include	VERB
issue-3121	10	10	a	a	DET
issue-3121	10	11	lack	lack	NOUN
issue-3121	10	12	of	of	ADP
issue-3121	10	13	qualified	qualified	ADJ
issue-3121	10	14	personnel	personnel	NOUN
issue-3121	10	15	,	,	PUNCT
issue-3121	10	16	inconsistent	inconsistent	ADJ
issue-3121	10	17	data	datum	NOUN
issue-3121	10	18	,	,	PUNCT
issue-3121	10	19	staff	staff	NOUN
issue-3121	10	20	resistance	resistance	NOUN
issue-3121	10	21	,	,	PUNCT
issue-3121	10	22	and	and	CCONJ
issue-3121	10	23	an	an	DET
issue-3121	10	24	absence	absence	NOUN
issue-3121	10	25	of	of	ADP
issue-3121	10	26	a	a	DET
issue-3121	10	27	clear	clear	ADJ
issue-3121	10	28	strategy	strategy	NOUN
issue-3121	10	29	.	.	PUNCT
issue-3121	11	1	results	result	NOUN
issue-3121	11	2	.	.	PUNCT
issue-3121	12	1	implementing	implement	VERB
issue-3121	12	2	ai	ai	NOUN
issue-3121	12	3	in	in	ADP
issue-3121	12	4	quality	quality	NOUN
issue-3121	12	5	control	control	NOUN
issue-3121	12	6	reduces	reduce	VERB
issue-3121	12	7	the	the	DET
issue-3121	12	8	proportion	proportion	NOUN
issue-3121	12	9	of	of	ADP
issue-3121	12	10	defects	defect	NOUN
issue-3121	12	11	by	by	ADP
issue-3121	12	12	an	an	DET
issue-3121	12	13	average	average	NOUN
issue-3121	12	14	of	of	ADP
issue-3121	12	15	5.2	5.2	NUM
issue-3121	12	16	%	%	NOUN
issue-3121	12	17	,	,	PUNCT
issue-3121	12	18	cuts	cut	VERB
issue-3121	12	19	readjustment	readjustment	NOUN
issue-3121	12	20	costs	cost	NOUN
issue-3121	12	21	by	by	ADP
issue-3121	12	22	up	up	ADP
issue-3121	12	23	to	to	PART
issue-3121	12	24	70	70	NUM
issue-3121	12	25	%	%	NOUN
issue-3121	12	26	,	,	PUNCT
issue-3121	12	27	cuts	cut	VERB
issue-3121	12	28	the	the	DET
issue-3121	12	29	need	need	NOUN
issue-3121	12	30	for	for	ADP
issue-3121	12	31	inspection	inspection	NOUN
issue-3121	12	32	personnel	personnel	NOUN
issue-3121	12	33	by	by	ADP
issue-3121	12	34	40	40	NUM
issue-3121	12	35	%	%	NOUN
issue-3121	12	36	,	,	PUNCT
issue-3121	12	37	and	and	CCONJ
issue-3121	12	38	achieves	achieve	VERB
issue-3121	12	39	an	an	DET
issue-3121	12	40	roi	roi	NOUN
issue-3121	12	41	of	of	ADP
issue-3121	12	42	45	45	NUM
issue-3121	12	43	%	%	NOUN
issue-3121	12	44	in	in	ADP
issue-3121	12	45	the	the	DET
issue-3121	12	46	first	first	ADJ
issue-3121	12	47	year	year	NOUN
issue-3121	12	48	.	.	PUNCT
issue-3121	13	1	in	in	ADP
issue-3121	13	2	manufacturing	manufacturing	NOUN
issue-3121	13	3	processes	process	NOUN
issue-3121	13	4	,	,	PUNCT
issue-3121	13	5	(	(	PUNCT
issue-3121	13	6	ml	ml	NOUN
issue-3121	13	7	)	)	PUNCT
issue-3121	13	8	,	,	PUNCT
issue-3121	13	9	(	(	PUNCT
issue-3121	13	10	cnn	cnn	PROPN
issue-3121	13	11	)	)	PUNCT
issue-3121	13	12	,	,	PUNCT
issue-3121	13	13	(	(	PUNCT
issue-3121	13	14	rnn	rnn	PROPN
issue-3121	13	15	)	)	PUNCT
issue-3121	13	16	,	,	PUNCT
issue-3121	13	17	(	(	PUNCT
issue-3121	13	18	nlp	nlp	NOUN
issue-3121	13	19	)	)	PUNCT
issue-3121	13	20	algorithms	algorithm	NOUN
issue-3121	13	21	and	and	CCONJ
issue-3121	13	22	expert	expert	NOUN
issue-3121	13	23	systems	system	NOUN
issue-3121	13	24	automate	automate	ADJ
issue-3121	13	25	routine	routine	ADJ
issue-3121	13	26	checks	check	NOUN
issue-3121	13	27	,	,	PUNCT
issue-3121	13	28	accelerate	accelerate	VERB
issue-3121	13	29	defect	defect	NOUN
issue-3121	13	30	detection	detection	NOUN
issue-3121	13	31	and	and	CCONJ
issue-3121	13	32	increase	increase	VERB
issue-3121	13	33	accuracy	accuracy	NOUN
issue-3121	13	34	to	to	ADP
issue-3121	13	35	99.995	99.995	NUM
issue-3121	13	36	%	%	NOUN
issue-3121	13	37	.	.	PUNCT
issue-3121	14	1	practical	practical	ADJ
issue-3121	14	2	examples	example	NOUN
issue-3121	14	3	demonstrate	demonstrate	VERB
issue-3121	14	4	that	that	SCONJ
issue-3121	14	5	comprehensive	comprehensive	ADJ
issue-3121	14	6	implementation	implementation	NOUN
issue-3121	14	7	can	can	AUX
issue-3121	14	8	pay	pay	VERB
issue-3121	14	9	for	for	ADP
issue-3121	14	10	itself	itself	PRON
issue-3121	14	11	within	within	ADP
issue-3121	14	12	1–3	1–3	NUM
issue-3121	14	13	years	year	NOUN
issue-3121	14	14	.	.	PUNCT
issue-3121	15	1	practical	practical	ADJ
issue-3121	15	2	significance	significance	NOUN
issue-3121	15	3	.	.	PUNCT
issue-3121	16	1	the	the	DET
issue-3121	16	2	results	result	NOUN
issue-3121	16	3	and	and	CCONJ
issue-3121	16	4	recommendations	recommendation	NOUN
issue-3121	16	5	obtained	obtain	VERB
issue-3121	16	6	can	can	AUX
issue-3121	16	7	be	be	AUX
issue-3121	16	8	used	use	VERB
issue-3121	16	9	by	by	ADP
issue-3121	16	10	enterprises	enterprise	NOUN
issue-3121	16	11	to	to	PART
issue-3121	16	12	create	create	VERB
issue-3121	16	13	effective	effective	ADJ
issue-3121	16	14	digital	digital	ADJ
issue-3121	16	15	transformation	transformation	NOUN
issue-3121	16	16	strategies	strategy	NOUN
issue-3121	16	17	,	,	PUNCT
issue-3121	16	18	to	to	PART
issue-3121	16	19	optimise	optimise	VERB
issue-3121	16	20	quality	quality	NOUN
issue-3121	16	21	control	control	NOUN
issue-3121	16	22	processes	process	NOUN
issue-3121	16	23	,	,	PUNCT
issue-3121	16	24	to	to	PART
issue-3121	16	25	reduce	reduce	VERB
issue-3121	16	26	costs	cost	NOUN
issue-3121	16	27	and	and	CCONJ
issue-3121	16	28	to	to	PART
issue-3121	16	29	increase	increase	VERB
issue-3121	16	30	competitiveness	competitiveness	NOUN
issue-3121	16	31	.	.	PUNCT
issue-3121	17	1	the	the	DET
issue-3121	17	2	developed	develop	VERB
issue-3121	17	3	approaches	approach	NOUN
issue-3121	17	4	to	to	ADP
issue-3121	17	5	the	the	DET
issue-3121	17	6	phasing	phasing	NOUN
issue-3121	17	7	of	of	ADP
issue-3121	17	8	implementation	implementation	NOUN
issue-3121	17	9	and	and	CCONJ
issue-3121	17	10	assessment	assessment	NOUN
issue-3121	17	11	of	of	ADP
issue-3121	17	12	economic	economic	ADJ
issue-3121	17	13	efficiency	efficiency	NOUN
issue-3121	17	14	allow	allow	VERB
issue-3121	17	15	for	for	ADP
issue-3121	17	16	the	the	DET
issue-3121	17	17	minimisation	minimisation	NOUN
issue-3121	17	18	of	of	ADP
issue-3121	17	19	risks	risk	NOUN
issue-3121	17	20	associated	associate	VERB
issue-3121	17	21	with	with	ADP
issue-3121	17	22	the	the	DET
issue-3121	17	23	integration	integration	NOUN
issue-3121	17	24	of	of	ADP
issue-3121	17	25	ai	ai	PROPN
issue-3121	17	26	.	.	PROPN
issue-3121	17	27	research	research	NOUN
issue-3121	17	28	value	value	NOUN
issue-3121	17	29	/	/	SYM
issue-3121	17	30	novelty	novelty	NOUN
issue-3121	17	31	.	.	PUNCT
issue-3121	18	1	the	the	DET
issue-3121	18	2	study	study	NOUN
issue-3121	18	3	offers	offer	VERB
issue-3121	18	4	a	a	DET
issue-3121	18	5	systematic	systematic	ADJ
issue-3121	18	6	approach	approach	NOUN
issue-3121	18	7	to	to	ADP
issue-3121	18	8	implementing	implement	VERB
issue-3121	18	9	ai	ai	INTJ
issue-3121	18	10	in	in	ADP
issue-3121	18	11	project	project	NOUN
issue-3121	18	12	quality	quality	NOUN
issue-3121	18	13	management	management	NOUN
issue-3121	18	14	,	,	PUNCT
issue-3121	18	15	taking	take	VERB
issue-3121	18	16	into	into	ADP
issue-3121	18	17	account	account	NOUN
issue-3121	18	18	technological	technological	ADJ
issue-3121	18	19	,	,	PUNCT
issue-3121	18	20	organisational	organisational	ADJ
issue-3121	18	21	and	and	CCONJ
issue-3121	18	22	economic	economic	ADJ
issue-3121	18	23	factors	factor	NOUN
issue-3121	18	24	.	.	PUNCT
issue-3121	19	1	its	its	PRON
issue-3121	19	2	novelty	novelty	NOUN
issue-3121	19	3	lies	lie	VERB
issue-3121	19	4	in	in	ADP
issue-3121	19	5	its	its	PRON
issue-3121	19	6	comprehensive	comprehensive	ADJ
issue-3121	19	7	consideration	consideration	NOUN
issue-3121	19	8	of	of	ADP
issue-3121	19	9	practical	practical	ADJ
issue-3121	19	10	cases	case	NOUN
issue-3121	19	11	and	and	CCONJ
issue-3121	19	12	the	the	DET
issue-3121	19	13	risks	risk	NOUN
issue-3121	19	14	that	that	PRON
issue-3121	19	15	impede	impede	VERB
issue-3121	19	16	the	the	DET
issue-3121	19	17	effective	effective	ADJ
issue-3121	19	18	implementation	implementation	NOUN
issue-3121	19	19	of	of	ADP
issue-3121	19	20	ai	ai	NOUN
issue-3121	19	21	,	,	PUNCT
issue-3121	19	22	while	while	SCONJ
issue-3121	19	23	providing	provide	VERB
issue-3121	19	24	tools	tool	NOUN
issue-3121	19	25	to	to	PART
issue-3121	19	26	overcome	overcome	VERB
issue-3121	19	27	these	these	DET
issue-3121	19	28	risks	risk	NOUN
issue-3121	19	29	.	.	PUNCT
issue-3121	20	1	this	this	PRON
issue-3121	20	2	promotes	promote	VERB
issue-3121	20	3	more	more	ADV
issue-3121	20	4	informed	informed	ADJ
issue-3121	20	5	decision	decision	NOUN
issue-3121	20	6	-	-	PUNCT
issue-3121	20	7	making	making	NOUN
issue-3121	20	8	in	in	ADP
issue-3121	20	9	the	the	DET
issue-3121	20	10	field	field	NOUN
issue-3121	20	11	of	of	ADP
issue-3121	20	12	digital	digital	ADJ
issue-3121	20	13	modernisation	modernisation	NOUN
issue-3121	20	14	and	and	CCONJ
issue-3121	20	15	increases	increase	VERB
issue-3121	20	16	trust	trust	NOUN
issue-3121	20	17	in	in	ADP
issue-3121	20	18	innovative	innovative	ADJ
issue-3121	20	19	technologies	technology	NOUN
issue-3121	20	20	within	within	ADP
issue-3121	20	21	the	the	DET
issue-3121	20	22	business	business	NOUN
issue-3121	20	23	environment	environment	NOUN
issue-3121	20	24	.	.	PUNCT
issue-3121	21	1	keywords	keyword	NOUN
issue-3121	21	2	:	:	PUNCT
issue-3121	21	3	artificial	artificial	ADJ
issue-3121	21	4	intelligence	intelligence	NOUN
issue-3121	21	5	,	,	PUNCT
issue-3121	21	6	project	project	NOUN
issue-3121	21	7	quality	quality	NOUN
issue-3121	21	8	management	management	NOUN
issue-3121	21	9	,	,	PUNCT
issue-3121	21	10	process	process	NOUN
issue-3121	21	11	automation	automation	NOUN
issue-3121	21	12	,	,	PUNCT
issue-3121	21	13	digital	digital	ADJ
issue-3121	21	14	transformation	transformation	NOUN
issue-3121	21	15	.	.	PUNCT
issue-3121	22	1	jel	jel	PROPN
issue-3121	22	2	classification	classification	PROPN
issue-3121	22	3	:	:	PUNCT
issue-3121	22	4	o33	o33	NOUN
issue-3121	22	5	,	,	PUNCT
issue-3121	22	6	o22	o22	NOUN
issue-3121	22	7	,	,	PUNCT
issue-3121	22	8	p41	p41	PROPN
issue-3121	22	9	1	1	NUM
issue-3121	22	10	.	.	PUNCT
issue-3121	22	11	introduction	introduction	NOUN
issue-3121	22	12	in	in	ADP
issue-3121	22	13	the	the	DET
issue-3121	22	14	digital	digital	ADJ
issue-3121	22	15	economy	economy	NOUN
issue-3121	22	16	,	,	PUNCT
issue-3121	22	17	artificial	artificial	ADJ
issue-3121	22	18	intelligence	intelligence	NOUN
issue-3121	22	19	(	(	PUNCT
issue-3121	22	20	ai	ai	NOUN
issue-3121	22	21	)	)	PUNCT
issue-3121	22	22	is	be	AUX
issue-3121	22	23	increasingly	increasingly	ADV
issue-3121	22	24	regarded	regard	VERB
issue-3121	22	25	as	as	ADP
issue-3121	22	26	a	a	DET
issue-3121	22	27	pivotal	pivotal	ADJ
issue-3121	22	28	technology	technology	NOUN
issue-3121	22	29	for	for	ADP
issue-3121	22	30	enhancing	enhance	VERB
issue-3121	22	31	the	the	DET
issue-3121	22	32	efficiency	efficiency	NOUN
issue-3121	22	33	of	of	ADP
issue-3121	22	34	business	business	NOUN
issue-3121	22	35	processes	process	NOUN
issue-3121	22	36	,	,	PUNCT
issue-3121	22	37	including	include	VERB
issue-3121	22	38	project	project	NOUN
issue-3121	22	39	management	management	NOUN
issue-3121	22	40	.	.	PUNCT
issue-3121	23	1	the	the	DET
issue-3121	23	2	roles	role	NOUN
issue-3121	23	3	of	of	ADP
issue-3121	23	4	ai	ai	NOUN
issue-3121	23	5	are	be	AUX
issue-3121	23	6	central	central	ADJ
issue-3121	23	7	to	to	ADP
issue-3121	23	8	modern	modern	ADJ
issue-3121	23	9	industry	industry	NOUN
issue-3121	23	10	,	,	PUNCT
issue-3121	23	11	which	which	PRON
issue-3121	23	12	is	be	AUX
issue-3121	23	13	currently	currently	ADV
issue-3121	23	14	grappling	grapple	VERB
issue-3121	23	15	with	with	ADP
issue-3121	23	16	the	the	DET
issue-3121	23	17	promises	promise	NOUN
issue-3121	23	18	of	of	ADP
issue-3121	23	19	advanced	advanced	ADJ
issue-3121	23	20	digitalisation	digitalisation	NOUN
issue-3121	23	21	,	,	PUNCT
issue-3121	23	22	big	big	ADJ
issue-3121	23	23	data	datum	NOUN
issue-3121	23	24	and	and	CCONJ
issue-3121	23	25	artificial	artificial	ADJ
issue-3121	23	26	intelligence	intelligence	NOUN
issue-3121	23	27	.	.	PUNCT
issue-3121	24	1	in	in	ADP
issue-3121	24	2	this	this	DET
issue-3121	24	3	context	context	NOUN
issue-3121	24	4	,	,	PUNCT
issue-3121	24	5	emphasis	emphasis	NOUN
issue-3121	24	6	is	be	AUX
issue-3121	24	7	placed	place	VERB
issue-3121	24	8	on	on	ADP
issue-3121	24	9	the	the	DET
issue-3121	24	10	role	role	NOUN
issue-3121	24	11	these	these	DET
issue-3121	24	12	technologies	technology	NOUN
issue-3121	24	13	can	can	AUX
issue-3121	24	14	play	play	VERB
issue-3121	24	15	in	in	ADP
issue-3121	24	16	addressing	address	VERB
issue-3121	24	17	new	new	ADJ
issue-3121	24	18	,	,	PUNCT
issue-3121	24	19	emergent	emergent	ADJ
issue-3121	24	20	requirements	requirement	NOUN
issue-3121	24	21	in	in	ADP
issue-3121	24	22	the	the	DET
issue-3121	24	23	industrial	industrial	ADJ
issue-3121	24	24	,	,	PUNCT
issue-3121	24	25	societal	societal	ADJ
issue-3121	24	26	and	and	CCONJ
issue-3121	24	27	environmental	environmental	ADJ
issue-3121	24	28	landscape	landscape	NOUN
issue-3121	24	29	.	.	PUNCT
issue-3121	25	1	this	this	PRON
issue-3121	25	2	involves	involve	VERB
issue-3121	25	3	using	use	VERB
issue-3121	25	4	data	datum	NOUN
issue-3121	25	5	and	and	CCONJ
issue-3121	25	6	ai	ai	VERB
issue-3121	25	7	to	to	PART
issue-3121	25	8	increase	increase	VERB
issue-3121	25	9	production	production	NOUN
issue-3121	25	10	flexibility	flexibility	NOUN
issue-3121	25	11	during	during	ADP
issue-3121	25	12	periods	period	NOUN
issue-3121	25	13	of	of	ADP
issue-3121	25	14	disruption	disruption	NOUN
issue-3121	25	15	and	and	CCONJ
issue-3121	25	16	make	make	VERB
issue-3121	25	17	value	value	NOUN
issue-3121	25	18	chains	chain	NOUN
issue-3121	25	19	more	more	ADV
issue-3121	25	20	robust	robust	ADJ
issue-3121	25	21	.	.	PUNCT
issue-3121	26	1	it	it	PRON
issue-3121	26	2	also	also	ADV
issue-3121	26	3	involves	involve	VERB
issue-3121	26	4	deploying	deploy	VERB
issue-3121	26	5	technology	technology	NOUN
issue-3121	26	6	that	that	PRON
issue-3121	26	7	adapts	adapt	VERB
issue-3121	26	8	to	to	ADP
issue-3121	26	9	the	the	DET
issue-3121	26	10	worker	worker	NOUN
issue-3121	26	11	rather	rather	ADV
issue-3121	26	12	than	than	ADP
issue-3121	26	13	the	the	DET
issue-3121	26	14	other	other	ADJ
issue-3121	26	15	way	way	NOUN
issue-3121	26	16	around	around	ADV
issue-3121	26	17	,	,	PUNCT
issue-3121	26	18	and	and	CCONJ
issue-3121	26	19	using	use	VERB
issue-3121	26	20	technology	technology	NOUN
issue-3121	26	21	to	to	PART
issue-3121	26	22	promote	promote	VERB
issue-3121	26	23	baltic	baltic	ADJ
issue-3121	26	24	journal	journal	PROPN
issue-3121	26	25	of	of	ADP
issue-3121	26	26	economic	economic	ADJ
issue-3121	26	27	studies	study	NOUN
issue-3121	26	28	208	208	NUM
issue-3121	26	29	vol	vol	NOUN
issue-3121	26	30	.	.	PUNCT
issue-3121	26	31	11	11	NUM
issue-3121	27	1	no	no	NOUN
issue-3121	27	2	.	.	NOUN
issue-3121	27	3	5	5	NUM
issue-3121	27	4	,	,	PUNCT
issue-3121	27	5	2025	2025	NUM
issue-3121	27	6	circularity	circularity	NOUN
issue-3121	27	7	and	and	CCONJ
issue-3121	27	8	sustainability	sustainability	NOUN
issue-3121	27	9	(	(	PUNCT
issue-3121	27	10	directorate	directorate	NOUN
issue-3121	27	11	-	-	PUNCT
issue-3121	27	12	general	general	ADJ
issue-3121	27	13	for	for	ADP
issue-3121	27	14	research	research	NOUN
issue-3121	27	15	and	and	CCONJ
issue-3121	27	16	innovation	innovation	NOUN
issue-3121	27	17	(	(	PUNCT
issue-3121	27	18	european	european	PROPN
issue-3121	27	19	commission	commission	PROPN
issue-3121	27	20	)	)	PUNCT
issue-3121	27	21	,	,	PUNCT
issue-3121	27	22	2021	2021	NUM
issue-3121	27	23	)	)	PUNCT
issue-3121	27	24	.	.	PUNCT
issue-3121	28	1	according	accord	VERB
issue-3121	28	2	to	to	ADP
issue-3121	28	3	accenture	accenture	NOUN
issue-3121	28	4	's	's	PART
issue-3121	28	5	research	research	NOUN
issue-3121	28	6	,	,	PUNCT
issue-3121	28	7	when	when	SCONJ
issue-3121	28	8	ai	ai	NOUN
issue-3121	28	9	is	be	AUX
issue-3121	28	10	implemented	implement	VERB
issue-3121	28	11	effectively	effectively	ADV
issue-3121	28	12	within	within	ADP
issue-3121	28	13	a	a	DET
issue-3121	28	14	company	company	NOUN
issue-3121	28	15	's	's	PART
issue-3121	28	16	operations	operation	NOUN
issue-3121	28	17	,	,	PUNCT
issue-3121	28	18	key	key	ADJ
issue-3121	28	19	performance	performance	NOUN
issue-3121	28	20	indicators	indicator	NOUN
issue-3121	28	21	can	can	AUX
issue-3121	28	22	increase	increase	VERB
issue-3121	28	23	by	by	ADP
issue-3121	28	24	at	at	ADV
issue-3121	28	25	least	least	ADV
issue-3121	28	26	6.5	6.5	NUM
issue-3121	28	27	times	time	NOUN
issue-3121	28	28	.	.	PUNCT
issue-3121	29	1	furthermore	furthermore	ADV
issue-3121	29	2	,	,	PUNCT
issue-3121	29	3	69	69	NUM
issue-3121	29	4	%	%	NOUN
issue-3121	29	5	of	of	ADP
issue-3121	29	6	projects	project	NOUN
issue-3121	29	7	can	can	AUX
issue-3121	29	8	achieve	achieve	VERB
issue-3121	29	9	95	95	NUM
issue-3121	29	10	%	%	NOUN
issue-3121	29	11	of	of	ADP
issue-3121	29	12	the	the	DET
issue-3121	29	13	expected	expect	VERB
issue-3121	29	14	business	business	NOUN
issue-3121	29	15	benefits	benefit	NOUN
issue-3121	29	16	and	and	CCONJ
issue-3121	29	17	roi	roi	NOUN
issue-3121	29	18	indicators	indicator	NOUN
issue-3121	29	19	can	can	AUX
issue-3121	29	20	exceed	exceed	VERB
issue-3121	29	21	previous	previous	ADJ
issue-3121	29	22	expectations	expectation	NOUN
issue-3121	29	23	in	in	ADP
issue-3121	29	24	64	64	NUM
issue-3121	29	25	%	%	NOUN
issue-3121	29	26	of	of	ADP
issue-3121	29	27	cases	case	NOUN
issue-3121	29	28	(	(	PUNCT
issue-3121	29	29	project	project	NOUN
issue-3121	29	30	management	management	NOUN
issue-3121	29	31	institute	institute	NOUN
issue-3121	29	32	,	,	PUNCT
issue-3121	29	33	2019	2019	NUM
issue-3121	29	34	)	)	PUNCT
issue-3121	29	35	.	.	PUNCT
issue-3121	30	1	in	in	ADP
issue-3121	30	2	general	general	ADJ
issue-3121	30	3	,	,	PUNCT
issue-3121	30	4	a	a	DET
issue-3121	30	5	certain	certain	ADJ
issue-3121	30	6	level	level	NOUN
issue-3121	30	7	of	of	ADP
issue-3121	30	8	team	team	NOUN
issue-3121	30	9	involvement	involvement	NOUN
issue-3121	30	10	and	and	CCONJ
issue-3121	30	11	awareness	awareness	NOUN
issue-3121	30	12	can	can	AUX
issue-3121	30	13	dramatically	dramatically	ADV
issue-3121	30	14	improve	improve	VERB
issue-3121	30	15	business	business	NOUN
issue-3121	30	16	scalability	scalability	NOUN
issue-3121	30	17	and	and	CCONJ
issue-3121	30	18	contribute	contribute	VERB
issue-3121	30	19	to	to	PART
issue-3121	30	20	steeper	steep	ADJ
issue-3121	30	21	growth	growth	NOUN
issue-3121	30	22	in	in	ADP
issue-3121	30	23	profitability	profitability	NOUN
issue-3121	30	24	(	(	PUNCT
issue-3121	30	25	yansiti	yansiti	PROPN
issue-3121	30	26	,	,	PUNCT
issue-3121	30	27	lakhani	lakhani	PROPN
issue-3121	30	28	,	,	PUNCT
issue-3121	30	29	2021	2021	NUM
issue-3121	30	30	)	)	PUNCT
issue-3121	30	31	.	.	PUNCT
issue-3121	31	1	introducing	introduce	VERB
issue-3121	31	2	ai	ai	VERB
issue-3121	31	3	into	into	ADP
issue-3121	31	4	project	project	NOUN
issue-3121	31	5	quality	quality	NOUN
issue-3121	31	6	management	management	NOUN
issue-3121	31	7	processes	process	NOUN
issue-3121	31	8	can	can	AUX
issue-3121	31	9	significantly	significantly	ADV
issue-3121	31	10	improve	improve	VERB
issue-3121	31	11	efficiency	efficiency	NOUN
issue-3121	31	12	by	by	ADP
issue-3121	31	13	optimizing	optimize	VERB
issue-3121	31	14	work	work	NOUN
issue-3121	31	15	,	,	PUNCT
issue-3121	31	16	in	in	ADP
issue-3121	31	17	particular	particular	ADJ
issue-3121	31	18	:	:	PUNCT
issue-3121	31	19	–	–	PUNCT
issue-3121	31	20	automation	automation	NOUN
issue-3121	31	21	of	of	ADP
issue-3121	31	22	labour	labour	NOUN
issue-3121	31	23	-	-	PUNCT
issue-3121	31	24	intensive	intensive	ADJ
issue-3121	31	25	operations	operation	NOUN
issue-3121	31	26	.	.	PUNCT
issue-3121	32	1	inspection	inspection	NOUN
issue-3121	32	2	tasks	task	NOUN
issue-3121	32	3	,	,	PUNCT
issue-3121	32	4	such	such	ADJ
issue-3121	32	5	as	as	ADP
issue-3121	32	6	visual	visual	ADJ
issue-3121	32	7	product	product	NOUN
issue-3121	32	8	inspection	inspection	NOUN
issue-3121	32	9	,	,	PUNCT
issue-3121	32	10	documentation	documentation	NOUN
issue-3121	32	11	audits	audits	NOUN
issue-3121	32	12	and	and	CCONJ
issue-3121	32	13	incoming	incoming	ADJ
issue-3121	32	14	data	datum	NOUN
issue-3121	32	15	monitoring	monitoring	NOUN
issue-3121	32	16	,	,	PUNCT
issue-3121	32	17	are	be	AUX
issue-3121	32	18	often	often	ADV
issue-3121	32	19	highly	highly	ADV
issue-3121	32	20	repetitive	repetitive	ADJ
issue-3121	32	21	.	.	PUNCT
issue-3121	33	1	ai	ai	VERB
issue-3121	33	2	-	-	PUNCT
issue-3121	33	3	based	base	VERB
issue-3121	33	4	systems	system	NOUN
issue-3121	33	5	can	can	AUX
issue-3121	33	6	inspect	inspect	VERB
issue-3121	33	7	large	large	ADJ
issue-3121	33	8	volumes	volume	NOUN
issue-3121	33	9	of	of	ADP
issue-3121	33	10	data	datum	NOUN
issue-3121	33	11	24/7	24/7	NOUN
issue-3121	33	12	,	,	PUNCT
issue-3121	33	13	thereby	thereby	ADV
issue-3121	33	14	minimising	minimise	VERB
issue-3121	33	15	the	the	DET
issue-3121	33	16	human	human	ADJ
issue-3121	33	17	factor	factor	NOUN
issue-3121	33	18	.	.	PUNCT
issue-3121	34	1	“	"	PUNCT
issue-3121	34	2	…	…	PUNCT
issue-3121	34	3	building	build	VERB
issue-3121	34	4	a	a	DET
issue-3121	34	5	modern	modern	ADJ
issue-3121	34	6	ai	ai	NOUN
issue-3121	34	7	factory	factory	NOUN
issue-3121	34	8	with	with	ADP
issue-3121	34	9	a	a	DET
issue-3121	34	10	well	well	ADV
issue-3121	34	11	-	-	PUNCT
issue-3121	34	12	designed	design	VERB
issue-3121	34	13	data	datum	NOUN
issue-3121	34	14	processing	processing	NOUN
issue-3121	34	15	platform	platform	NOUN
issue-3121	34	16	gives	give	VERB
issue-3121	34	17	the	the	DET
issue-3121	34	18	enterprise	enterprise	NOUN
issue-3121	34	19	more	more	ADJ
issue-3121	34	20	opportunities	opportunity	NOUN
issue-3121	34	21	to	to	PART
issue-3121	34	22	focus	focus	VERB
issue-3121	34	23	on	on	ADP
issue-3121	34	24	key	key	ADJ
issue-3121	34	25	challenges	challenge	NOUN
issue-3121	34	26	related	relate	VERB
issue-3121	34	27	to	to	ADP
issue-3121	34	28	data	data	NOUN
issue-3121	34	29	management	management	NOUN
issue-3121	34	30	and	and	CCONJ
issue-3121	34	31	security	security	NOUN
issue-3121	34	32	.	.	PUNCT
issue-3121	34	33	”	"	PUNCT
issue-3121	35	1	(	(	PUNCT
issue-3121	35	2	yansiti	yansiti	INTJ
issue-3121	35	3	,	,	PUNCT
issue-3121	35	4	lakhani	lakhani	PROPN
issue-3121	35	5	,	,	PUNCT
issue-3121	35	6	2021	2021	NUM
issue-3121	35	7	)	)	PUNCT
issue-3121	35	8	–	–	PUNCT
issue-3121	35	9	increased	increase	VERB
issue-3121	35	10	accuracy	accuracy	NOUN
issue-3121	35	11	and	and	CCONJ
issue-3121	35	12	speed	speed	NOUN
issue-3121	35	13	of	of	ADP
issue-3121	35	14	defect	defect	ADJ
issue-3121	35	15	detection	detection	NOUN
issue-3121	35	16	.	.	PUNCT
issue-3121	36	1	machine	machine	NOUN
issue-3121	36	2	learning	learning	NOUN
issue-3121	36	3	and	and	CCONJ
issue-3121	36	4	computer	computer	NOUN
issue-3121	36	5	vision	vision	NOUN
issue-3121	36	6	algorithms	algorithm	NOUN
issue-3121	36	7	enable	enable	VERB
issue-3121	36	8	the	the	DET
issue-3121	36	9	detection	detection	NOUN
issue-3121	36	10	of	of	ADP
issue-3121	36	11	hidden	hide	VERB
issue-3121	36	12	patterns	pattern	NOUN
issue-3121	36	13	and	and	CCONJ
issue-3121	36	14	anomalies	anomaly	NOUN
issue-3121	36	15	,	,	PUNCT
issue-3121	36	16	which	which	PRON
issue-3121	36	17	may	may	AUX
issue-3121	36	18	not	not	PART
issue-3121	36	19	be	be	AUX
issue-3121	36	20	possible	possible	ADJ
issue-3121	36	21	through	through	ADP
issue-3121	36	22	conventional	conventional	ADJ
issue-3121	36	23	visual	visual	ADJ
issue-3121	36	24	inspection	inspection	NOUN
issue-3121	36	25	.	.	PUNCT
issue-3121	37	1	–	–	PUNCT
issue-3121	37	2	improved	improve	VERB
issue-3121	37	3	economic	economic	ADJ
issue-3121	37	4	performance	performance	NOUN
issue-3121	37	5	.	.	PUNCT
issue-3121	38	1	the	the	DET
issue-3121	38	2	implementation	implementation	NOUN
issue-3121	38	3	of	of	ADP
issue-3121	38	4	ai	ai	NOUN
issue-3121	38	5	-	-	PUNCT
issue-3121	38	6	based	base	VERB
issue-3121	38	7	systems	system	NOUN
issue-3121	38	8	in	in	ADP
issue-3121	38	9	conjunction	conjunction	NOUN
issue-3121	38	10	with	with	ADP
issue-3121	38	11	the	the	DET
issue-3121	38	12	development	development	NOUN
issue-3121	38	13	of	of	ADP
issue-3121	38	14	databases	database	NOUN
issue-3121	38	15	designed	design	VERB
issue-3121	38	16	to	to	PART
issue-3121	38	17	facilitate	facilitate	VERB
issue-3121	38	18	the	the	DET
issue-3121	38	19	operation	operation	NOUN
issue-3121	38	20	of	of	ADP
issue-3121	38	21	ai	ai	NOUN
issue-3121	38	22	can	can	AUX
issue-3121	38	23	lead	lead	VERB
issue-3121	38	24	to	to	ADP
issue-3121	38	25	a	a	DET
issue-3121	38	26	reduction	reduction	NOUN
issue-3121	38	27	in	in	ADP
issue-3121	38	28	the	the	DET
issue-3121	38	29	probability	probability	NOUN
issue-3121	38	30	of	of	ADP
issue-3121	38	31	errors	error	NOUN
issue-3121	38	32	,	,	PUNCT
issue-3121	38	33	an	an	DET
issue-3121	38	34	enhancement	enhancement	NOUN
issue-3121	38	35	in	in	ADP
issue-3121	38	36	the	the	DET
issue-3121	38	37	likelihood	likelihood	NOUN
issue-3121	38	38	of	of	ADP
issue-3121	38	39	the	the	DET
issue-3121	38	40	timely	timely	ADJ
issue-3121	38	41	elimination	elimination	NOUN
issue-3121	38	42	of	of	ADP
issue-3121	38	43	inconsistencies	inconsistency	NOUN
issue-3121	38	44	,	,	PUNCT
issue-3121	38	45	and	and	CCONJ
issue-3121	38	46	a	a	DET
issue-3121	38	47	positive	positive	ADJ
issue-3121	38	48	impact	impact	NOUN
issue-3121	38	49	on	on	ADP
issue-3121	38	50	the	the	DET
issue-3121	38	51	quality	quality	NOUN
issue-3121	38	52	and	and	CCONJ
issue-3121	38	53	outcome	outcome	NOUN
issue-3121	38	54	of	of	ADP
issue-3121	38	55	the	the	DET
issue-3121	38	56	project	project	NOUN
issue-3121	38	57	.	.	PUNCT
issue-3121	39	1	furthermore	furthermore	ADV
issue-3121	39	2	,	,	PUNCT
issue-3121	39	3	optimised	optimise	VERB
issue-3121	39	4	resource	resource	NOUN
issue-3121	39	5	utilisation	utilisation	NOUN
issue-3121	39	6	,	,	PUNCT
issue-3121	39	7	encompassing	encompass	VERB
issue-3121	39	8	both	both	CCONJ
issue-3121	39	9	material	material	NOUN
issue-3121	39	10	and	and	CCONJ
issue-3121	39	11	human	human	ADJ
issue-3121	39	12	resources	resource	NOUN
issue-3121	39	13	,	,	PUNCT
issue-3121	39	14	can	can	AUX
issue-3121	39	15	contribute	contribute	VERB
issue-3121	39	16	to	to	ADP
issue-3121	39	17	enhanced	enhanced	ADJ
issue-3121	39	18	financial	financial	ADJ
issue-3121	39	19	outcomes	outcome	NOUN
issue-3121	39	20	.	.	PUNCT
issue-3121	40	1	it	it	PRON
issue-3121	40	2	is	be	AUX
issue-3121	40	3	evident	evident	ADJ
issue-3121	40	4	that	that	SCONJ
issue-3121	40	5	the	the	DET
issue-3121	40	6	utilisation	utilisation	NOUN
issue-3121	40	7	of	of	ADP
issue-3121	40	8	artificial	artificial	ADJ
issue-3121	40	9	intelligence	intelligence	NOUN
issue-3121	40	10	is	be	AUX
issue-3121	40	11	congruent	congruent	ADJ
issue-3121	40	12	with	with	ADP
issue-3121	40	13	the	the	DET
issue-3121	40	14	principle	principle	NOUN
issue-3121	40	15	of	of	ADP
issue-3121	40	16	continual	continual	ADJ
issue-3121	40	17	improvement	improvement	NOUN
issue-3121	40	18	and	and	CCONJ
issue-3121	40	19	the	the	DET
issue-3121	40	20	identification	identification	NOUN
issue-3121	40	21	of	of	ADP
issue-3121	40	22	opportunities	opportunity	NOUN
issue-3121	40	23	for	for	ADP
issue-3121	40	24	enhancement	enhancement	NOUN
issue-3121	40	25	within	within	ADP
issue-3121	40	26	the	the	DET
issue-3121	40	27	ambit	ambit	NOUN
issue-3121	40	28	of	of	ADP
issue-3121	40	29	iso	iso	PROPN
issue-3121	40	30	9001:2015	9001:2015	PROPN
issue-3121	40	31	standards	standard	NOUN
issue-3121	40	32	(	(	PUNCT
issue-3121	40	33	regarding	regard	VERB
issue-3121	40	34	the	the	DET
issue-3121	40	35	requirements	requirement	NOUN
issue-3121	40	36	to	to	ADP
issue-3121	40	37	the	the	DET
issue-3121	40	38	quality	quality	NOUN
issue-3121	40	39	of	of	ADP
issue-3121	40	40	management	management	NOUN
issue-3121	40	41	systems	system	NOUN
issue-3121	40	42	)	)	PUNCT
issue-3121	40	43	(	(	PUNCT
issue-3121	40	44	iso	iso	NOUN
issue-3121	40	45	9001	9001	NUM
issue-3121	40	46	,	,	PUNCT
issue-3121	40	47	2015	2015	NUM
issue-3121	40	48	)	)	PUNCT
issue-3121	40	49	.	.	PUNCT
issue-3121	41	1	ai	ai	VERB
issue-3121	41	2	-	-	PUNCT
issue-3121	41	3	based	base	VERB
issue-3121	41	4	systems	system	NOUN
issue-3121	41	5	have	have	VERB
issue-3121	41	6	the	the	DET
issue-3121	41	7	capacity	capacity	NOUN
issue-3121	41	8	to	to	PART
issue-3121	41	9	continuously	continuously	ADV
issue-3121	41	10	learn	learn	VERB
issue-3121	41	11	from	from	ADP
issue-3121	41	12	the	the	DET
issue-3121	41	13	data	datum	NOUN
issue-3121	41	14	provided	provide	VERB
issue-3121	41	15	and	and	CCONJ
issue-3121	41	16	promptly	promptly	ADV
issue-3121	41	17	signal	signal	VERB
issue-3121	41	18	any	any	DET
issue-3121	41	19	deviations	deviation	NOUN
issue-3121	41	20	from	from	ADP
issue-3121	41	21	quality	quality	NOUN
issue-3121	41	22	standards	standard	NOUN
issue-3121	41	23	.	.	PUNCT
issue-3121	42	1	the	the	DET
issue-3121	42	2	importance	importance	NOUN
issue-3121	42	3	of	of	ADP
issue-3121	42	4	the	the	DET
issue-3121	42	5	self	self	NOUN
issue-3121	42	6	-	-	PUNCT
issue-3121	42	7	learning	learn	VERB
issue-3121	42	8	element	element	NOUN
issue-3121	42	9	of	of	ADP
issue-3121	42	10	ai	ai	NOUN
issue-3121	42	11	is	be	AUX
issue-3121	42	12	also	also	ADV
issue-3121	42	13	noted	note	VERB
issue-3121	42	14	by	by	ADP
issue-3121	42	15	the	the	DET
issue-3121	42	16	researchers	researcher	NOUN
issue-3121	42	17	marco	marco	PROPN
issue-3121	42	18	iansiti	iansiti	PROPN
issue-3121	42	19	and	and	CCONJ
issue-3121	42	20	karim	karim	PROPN
issue-3121	42	21	r.	r.	PROPN
issue-3121	42	22	lakhani	lakhani	PROPN
issue-3121	42	23	,	,	PUNCT
issue-3121	42	24	who	who	PRON
issue-3121	42	25	argue	argue	VERB
issue-3121	42	26	the	the	DET
issue-3121	42	27	following	following	NOUN
issue-3121	42	28	:	:	PUNCT
issue-3121	42	29	“	"	PUNCT
issue-3121	42	30	the	the	DET
issue-3121	42	31	learning	learning	NOUN
issue-3121	42	32	function	function	NOUN
issue-3121	42	33	is	be	AUX
issue-3121	42	34	essential	essential	ADJ
issue-3121	42	35	in	in	ADP
issue-3121	42	36	the	the	DET
issue-3121	42	37	operating	operating	NOUN
issue-3121	42	38	model	model	NOUN
issue-3121	42	39	to	to	PART
issue-3121	42	40	enable	enable	VERB
issue-3121	42	41	continual	continual	ADJ
issue-3121	42	42	improvement	improvement	NOUN
issue-3121	42	43	,	,	PUNCT
issue-3121	42	44	enhancing	enhance	VERB
issue-3121	42	45	production	production	NOUN
issue-3121	42	46	results	result	NOUN
issue-3121	42	47	over	over	ADP
issue-3121	42	48	time	time	NOUN
issue-3121	42	49	,	,	PUNCT
issue-3121	42	50	and	and	CCONJ
issue-3121	42	51	developing	develop	VERB
issue-3121	42	52	new	new	ADJ
issue-3121	42	53	products	product	NOUN
issue-3121	42	54	and	and	CCONJ
issue-3121	42	55	services	service	NOUN
issue-3121	42	56	.	.	PUNCT
issue-3121	43	1	from	from	ADP
issue-3121	43	2	the	the	DET
issue-3121	43	3	impact	impact	NOUN
issue-3121	43	4	of	of	ADP
issue-3121	43	5	bell	bell	PROPN
issue-3121	43	6	labs	labs	PROPN
issue-3121	43	7	’	'	PUNCT
issue-3121	43	8	r&d	r&d	NOUN
issue-3121	43	9	to	to	ADP
issue-3121	43	10	toyota	toyota	PROPN
issue-3121	43	11	’s	’s	PART
issue-3121	43	12	never	never	ADV
issue-3121	43	13	-	-	PUNCT
issue-3121	43	14	ending	end	VERB
issue-3121	43	15	process	process	NOUN
issue-3121	43	16	of	of	ADP
issue-3121	43	17	improvement	improvement	NOUN
issue-3121	43	18	,	,	PUNCT
issue-3121	43	19	modern	modern	ADJ
issue-3121	43	20	corporations	corporation	NOUN
issue-3121	43	21	have	have	AUX
issue-3121	43	22	constantly	constantly	ADV
issue-3121	43	23	sought	seek	VERB
issue-3121	43	24	opportunities	opportunity	NOUN
issue-3121	43	25	to	to	PART
issue-3121	43	26	innovate	innovate	VERB
issue-3121	43	27	and	and	CCONJ
issue-3121	43	28	learn	learn	VERB
issue-3121	43	29	in	in	ADP
issue-3121	43	30	order	order	NOUN
issue-3121	43	31	to	to	PART
issue-3121	43	32	remain	remain	VERB
issue-3121	43	33	viable	viable	ADJ
issue-3121	43	34	and	and	CCONJ
issue-3121	43	35	competitive	competitive	ADJ
issue-3121	43	36	.	.	PUNCT
issue-3121	44	1	recently	recently	ADV
issue-3121	44	2	,	,	PUNCT
issue-3121	44	3	the	the	DET
issue-3121	44	4	focus	focus	NOUN
issue-3121	44	5	on	on	ADP
issue-3121	44	6	innovation	innovation	NOUN
issue-3121	44	7	and	and	CCONJ
issue-3121	44	8	learning	learning	NOUN
issue-3121	44	9	has	have	AUX
issue-3121	44	10	grown	grow	VERB
issue-3121	44	11	across	across	ADP
issue-3121	44	12	all	all	DET
issue-3121	44	13	industries	industry	NOUN
issue-3121	44	14	,	,	PUNCT
issue-3121	44	15	seeking	seek	VERB
issue-3121	44	16	ways	way	NOUN
issue-3121	44	17	to	to	PART
issue-3121	44	18	overcome	overcome	VERB
issue-3121	44	19	threats	threat	NOUN
issue-3121	44	20	and	and	CCONJ
issue-3121	44	21	capitalize	capitalize	VERB
issue-3121	44	22	on	on	ADP
issue-3121	44	23	their	their	PRON
issue-3121	44	24	own	own	ADJ
issue-3121	44	25	opportunities	opportunity	NOUN
issue-3121	44	26	”	"	PUNCT
issue-3121	44	27	(	(	PUNCT
issue-3121	44	28	yansiti	yansiti	PROPN
issue-3121	44	29	,	,	PUNCT
issue-3121	44	30	lakhani	lakhani	PROPN
issue-3121	44	31	,	,	PUNCT
issue-3121	44	32	2021	2021	NUM
issue-3121	44	33	)	)	PUNCT
issue-3121	44	34	.	.	PUNCT
issue-3121	45	1	2	2	X
issue-3121	45	2	.	.	X
issue-3121	45	3	results	result	NOUN
issue-3121	45	4	as	as	ADP
issue-3121	45	5	the	the	DET
issue-3121	45	6	need	need	NOUN
issue-3121	45	7	to	to	PART
issue-3121	45	8	improve	improve	VERB
issue-3121	45	9	business	business	NOUN
issue-3121	45	10	processes	process	NOUN
issue-3121	45	11	to	to	PART
issue-3121	45	12	remain	remain	VERB
issue-3121	45	13	competitive	competitive	ADJ
issue-3121	45	14	grows	grow	NOUN
issue-3121	45	15	,	,	PUNCT
issue-3121	45	16	companies	company	NOUN
issue-3121	45	17	are	be	AUX
issue-3121	45	18	increasingly	increasingly	ADV
issue-3121	45	19	incorporating	incorporate	VERB
issue-3121	45	20	ai	ai	NOUN
issue-3121	45	21	-	-	PUNCT
issue-3121	45	22	based	base	VERB
issue-3121	45	23	systems	system	NOUN
issue-3121	45	24	at	at	ADP
issue-3121	45	25	various	various	ADJ
issue-3121	45	26	stages	stage	NOUN
issue-3121	45	27	,	,	PUNCT
issue-3121	45	28	including	include	VERB
issue-3121	45	29	real	real	ADJ
issue-3121	45	30	-	-	PUNCT
issue-3121	45	31	time	time	NOUN
issue-3121	45	32	quality	quality	NOUN
issue-3121	45	33	control	control	NOUN
issue-3121	45	34	.	.	PUNCT
issue-3121	46	1	according	accord	VERB
issue-3121	46	2	to	to	ADP
issue-3121	46	3	the	the	DET
issue-3121	46	4	project	project	NOUN
issue-3121	46	5	management	management	PROPN
issue-3121	46	6	institute	institute	NOUN
issue-3121	46	7	's	's	PART
issue-3121	46	8	(	(	PUNCT
issue-3121	46	9	2023	2023	NUM
issue-3121	46	10	)	)	PUNCT
issue-3121	46	11	report	report	NOUN
issue-3121	46	12	,	,	PUNCT
issue-3121	46	13	approximately	approximately	ADV
issue-3121	46	14	21	21	NUM
issue-3121	46	15	%	%	NOUN
issue-3121	46	16	of	of	ADP
issue-3121	46	17	respondents	respondent	NOUN
issue-3121	46	18	used	use	VERB
issue-3121	46	19	ai	ai	VERB
issue-3121	46	20	in	in	ADP
issue-3121	46	21	their	their	PRON
issue-3121	46	22	work	work	NOUN
issue-3121	46	23	processes	process	NOUN
issue-3121	46	24	.	.	PUNCT
issue-3121	47	1	these	these	DET
issue-3121	47	2	figures	figure	NOUN
issue-3121	47	3	provide	provide	VERB
issue-3121	47	4	an	an	DET
issue-3121	47	5	opportunity	opportunity	NOUN
issue-3121	47	6	to	to	PART
issue-3121	47	7	consider	consider	VERB
issue-3121	47	8	and	and	CCONJ
issue-3121	47	9	evaluate	evaluate	VERB
issue-3121	47	10	different	different	ADJ
issue-3121	47	11	approaches	approach	NOUN
issue-3121	47	12	to	to	ADP
issue-3121	47	13	using	use	VERB
issue-3121	47	14	ai	ai	NOUN
issue-3121	47	15	and	and	CCONJ
issue-3121	47	16	the	the	DET
issue-3121	47	17	results	result	NOUN
issue-3121	47	18	of	of	ADP
issue-3121	47	19	implementing	implement	VERB
issue-3121	47	20	modern	modern	ADJ
issue-3121	47	21	technologies	technology	NOUN
issue-3121	47	22	in	in	ADP
issue-3121	47	23	quality	quality	NOUN
issue-3121	47	24	control	control	NOUN
issue-3121	47	25	.	.	PUNCT
issue-3121	48	1	as	as	ADP
issue-3121	48	2	an	an	DET
issue-3121	48	3	example	example	NOUN
issue-3121	48	4	,	,	PUNCT
issue-3121	48	5	a	a	DET
issue-3121	48	6	system	system	NOUN
issue-3121	48	7	developed	develop	VERB
issue-3121	48	8	by	by	ADP
issue-3121	48	9	ocado	ocado	PROPN
issue-3121	48	10	serves	serve	VERB
issue-3121	48	11	as	as	ADP
issue-3121	48	12	an	an	DET
issue-3121	48	13	illustration	illustration	NOUN
issue-3121	48	14	.	.	PUNCT
issue-3121	49	1	“	"	PUNCT
issue-3121	49	2	by	by	ADP
issue-3121	49	3	performing	perform	VERB
issue-3121	49	4	thousands	thousand	NOUN
issue-3121	49	5	of	of	ADP
issue-3121	49	6	route	route	NOUN
issue-3121	49	7	calculations	calculation	NOUN
issue-3121	49	8	per	per	ADP
issue-3121	49	9	second	second	NOUN
issue-3121	49	10	,	,	PUNCT
issue-3121	49	11	ai	ai	VERB
issue-3121	49	12	provides	provide	VERB
issue-3121	49	13	the	the	DET
issue-3121	49	14	company	company	NOUN
issue-3121	49	15	with	with	ADP
issue-3121	49	16	a	a	DET
issue-3121	49	17	highly	highly	ADV
issue-3121	49	18	predictable	predictable	ADJ
issue-3121	49	19	delivery	delivery	NOUN
issue-3121	49	20	model	model	NOUN
issue-3121	49	21	,	,	PUNCT
issue-3121	49	22	optimizing	optimize	VERB
issue-3121	49	23	its	its	PRON
issue-3121	49	24	entire	entire	ADJ
issue-3121	49	25	fleet	fleet	NOUN
issue-3121	49	26	of	of	ADP
issue-3121	49	27	thousands	thousand	NOUN
issue-3121	49	28	of	of	ADP
issue-3121	49	29	delivery	delivery	NOUN
issue-3121	49	30	trucks	truck	NOUN
issue-3121	49	31	,	,	PUNCT
issue-3121	49	32	delivering	deliver	VERB
issue-3121	49	33	orders	order	NOUN
issue-3121	49	34	in	in	ADP
issue-3121	49	35	all	all	DET
issue-3121	49	36	weather	weather	NOUN
issue-3121	49	37	and	and	CCONJ
issue-3121	49	38	traffic	traffic	NOUN
issue-3121	49	39	conditions	condition	NOUN
issue-3121	49	40	across	across	ADP
issue-3121	49	41	the	the	DET
issue-3121	49	42	uk	uk	PROPN
issue-3121	49	43	.	.	PROPN
issue-3121	49	44	algorithms	algorithms	PROPN
issue-3121	49	45	optimize	optimize	VERB
issue-3121	49	46	truck	truck	NOUN
issue-3121	49	47	routes	route	NOUN
issue-3121	49	48	in	in	ADP
issue-3121	49	49	real	real	ADJ
issue-3121	49	50	time	time	NOUN
issue-3121	49	51	,	,	PUNCT
issue-3121	49	52	ensuring	ensure	VERB
issue-3121	49	53	that	that	SCONJ
issue-3121	49	54	delivered	deliver	VERB
issue-3121	49	55	products	product	NOUN
issue-3121	49	56	are	be	AUX
issue-3121	49	57	fresh	fresh	ADJ
issue-3121	49	58	.	.	PUNCT
issue-3121	50	1	in	in	ADP
issue-3121	50	2	addition	addition	NOUN
issue-3121	50	3	to	to	ADP
issue-3121	50	4	optimizing	optimize	VERB
issue-3121	50	5	routes	route	NOUN
issue-3121	50	6	,	,	PUNCT
issue-3121	50	7	ai	ai	VERB
issue-3121	50	8	predicts	predict	NOUN
issue-3121	50	9	when	when	SCONJ
issue-3121	50	10	consumers	consumer	NOUN
issue-3121	50	11	are	be	AUX
issue-3121	50	12	more	more	ADV
issue-3121	50	13	likely	likely	ADJ
issue-3121	50	14	to	to	PART
issue-3121	50	15	order	order	VERB
issue-3121	50	16	products	product	NOUN
issue-3121	50	17	,	,	PUNCT
issue-3121	50	18	usually	usually	ADV
issue-3121	50	19	several	several	ADJ
issue-3121	50	20	days	day	NOUN
issue-3121	50	21	before	before	SCONJ
issue-3121	50	22	they	they	PRON
issue-3121	50	23	need	need	VERB
issue-3121	50	24	them	they	PRON
issue-3121	50	25	.	.	PUNCT
issue-3121	51	1	using	use	VERB
issue-3121	51	2	unusually	unusually	ADV
issue-3121	51	3	detailed	detailed	ADJ
issue-3121	51	4	information	information	NOUN
issue-3121	51	5	about	about	ADP
issue-3121	51	6	consumer	consumer	NOUN
issue-3121	51	7	preferences	preference	NOUN
issue-3121	51	8	,	,	PUNCT
issue-3121	51	9	the	the	DET
issue-3121	51	10	algorithms	algorithm	NOUN
issue-3121	51	11	cross	cross	NOUN
issue-3121	51	12	-	-	NOUN
issue-3121	51	13	check	check	NOUN
issue-3121	51	14	with	with	ADP
issue-3121	51	15	possible	possible	ADJ
issue-3121	51	16	constraints	constraint	NOUN
issue-3121	51	17	from	from	ADP
issue-3121	51	18	farmers	farmer	NOUN
issue-3121	51	19	in	in	ADP
issue-3121	51	20	ocado	ocado	PROPN
issue-3121	51	21	’s	’s	PART
issue-3121	51	22	network	network	NOUN
issue-3121	51	23	of	of	ADP
issue-3121	51	24	suppliers	supplier	NOUN
issue-3121	51	25	<	<	X
issue-3121	51	26	...	...	PUNCT
issue-3121	51	27	>	>	PUNCT
issue-3121	51	28	”	"	PUNCT
issue-3121	51	29	(	(	PUNCT
issue-3121	51	30	yansiti	yansiti	PROPN
issue-3121	51	31	,	,	PUNCT
issue-3121	51	32	lakhani	lakhani	PROPN
issue-3121	51	33	,	,	PUNCT
issue-3121	51	34	2021	2021	NUM
issue-3121	51	35	)	)	PUNCT
issue-3121	51	36	.	.	PUNCT
issue-3121	52	1	this	this	DET
issue-3121	52	2	approach	approach	NOUN
issue-3121	52	3	enables	enable	VERB
issue-3121	52	4	the	the	DET
issue-3121	52	5	company	company	NOUN
issue-3121	52	6	to	to	PART
issue-3121	52	7	evaluate	evaluate	VERB
issue-3121	52	8	the	the	DET
issue-3121	52	9	quality	quality	NOUN
issue-3121	52	10	of	of	ADP
issue-3121	52	11	its	its	PRON
issue-3121	52	12	own	own	ADJ
issue-3121	52	13	capabilities	capability	NOUN
issue-3121	52	14	and	and	CCONJ
issue-3121	52	15	the	the	DET
issue-3121	52	16	quality	quality	NOUN
issue-3121	52	17	of	of	ADP
issue-3121	52	18	the	the	DET
issue-3121	52	19	products	product	NOUN
issue-3121	52	20	supplied	supply	VERB
issue-3121	52	21	to	to	ADP
issue-3121	52	22	customers	customer	NOUN
issue-3121	52	23	,	,	PUNCT
issue-3121	52	24	thereby	thereby	ADV
issue-3121	52	25	mitigating	mitigate	VERB
issue-3121	52	26	the	the	DET
issue-3121	52	27	risk	risk	NOUN
issue-3121	52	28	of	of	ADP
issue-3121	52	29	delivery	delivery	NOUN
issue-3121	52	30	delays	delay	NOUN
issue-3121	52	31	and	and	CCONJ
issue-3121	52	32	customers	customer	NOUN
issue-3121	52	33	refusing	refuse	VERB
issue-3121	52	34	services	service	NOUN
issue-3121	52	35	and	and	CCONJ
issue-3121	52	36	switching	switch	VERB
issue-3121	52	37	to	to	ADP
issue-3121	52	38	competitors	competitor	NOUN
issue-3121	52	39	due	due	ADP
issue-3121	52	40	to	to	ADP
issue-3121	52	41	poor	poor	ADJ
issue-3121	52	42	service	service	NOUN
issue-3121	52	43	.	.	PUNCT
issue-3121	53	1	siemens	siemens	PROPN
issue-3121	53	2	has	have	AUX
issue-3121	53	3	implemented	implement	VERB
issue-3121	53	4	analogous	analogous	ADJ
issue-3121	53	5	technology	technology	NOUN
issue-3121	53	6	in	in	ADP
issue-3121	53	7	its	its	PRON
issue-3121	53	8	own	own	ADJ
issue-3121	53	9	manufacturing	manufacturing	NOUN
issue-3121	53	10	systems	system	NOUN
issue-3121	53	11	.	.	PUNCT
issue-3121	54	1	the	the	DET
issue-3121	54	2	siemens	siemens	PROPN
issue-3121	54	3	industrial	industrial	PROPN
issue-3121	54	4	copilot	copilot	NOUN
issue-3121	54	5	,	,	PUNCT
issue-3121	54	6	equipped	equip	VERB
issue-3121	54	7	with	with	ADP
issue-3121	54	8	advanced	advanced	ADJ
issue-3121	54	9	senseye	senseye	NOUN
issue-3121	54	10	predictive	predictive	ADJ
issue-3121	54	11	maintenance	maintenance	NOUN
issue-3121	54	12	functionalities	functionality	NOUN
issue-3121	54	13	,	,	PUNCT
issue-3121	54	14	facilitates	facilitate	VERB
issue-3121	54	15	visual	visual	ADJ
issue-3121	54	16	oversight	oversight	NOUN
issue-3121	54	17	of	of	ADP
issue-3121	54	18	conveyors	conveyor	NOUN
issue-3121	54	19	at	at	ADP
issue-3121	54	20	“	"	PUNCT
issue-3121	54	21	every	every	DET
issue-3121	54	22	stage	stage	NOUN
issue-3121	54	23	of	of	ADP
issue-3121	54	24	the	the	DET
issue-3121	54	25	maintenance	maintenance	NOUN
issue-3121	54	26	cycle	cycle	NOUN
issue-3121	54	27	,	,	PUNCT
issue-3121	54	28	from	from	ADP
issue-3121	54	29	repair	repair	NOUN
issue-3121	54	30	and	and	CCONJ
issue-3121	54	31	prevention	prevention	NOUN
issue-3121	54	32	to	to	PART
issue-3121	54	33	prediction	prediction	NOUN
issue-3121	54	34	and	and	CCONJ
issue-3121	54	35	optimization	optimization	NOUN
issue-3121	54	36	”	"	PUNCT
issue-3121	54	37	(	(	PUNCT
issue-3121	54	38	siemens	siemen	NOUN
issue-3121	54	39	,	,	PUNCT
issue-3121	54	40	2025	2025	NUM
issue-3121	54	41	)	)	PUNCT
issue-3121	54	42	.	.	PUNCT
issue-3121	55	1	the	the	DET
issue-3121	55	2	system	system	NOUN
issue-3121	55	3	has	have	AUX
issue-3121	55	4	already	already	ADV
issue-3121	55	5	been	be	AUX
issue-3121	55	6	instrumental	instrumental	ADJ
issue-3121	55	7	in	in	ADP
issue-3121	55	8	reducing	reduce	VERB
issue-3121	55	9	“	"	PUNCT
issue-3121	55	10	save	save	VERB
issue-3121	55	11	on	on	ADP
issue-3121	55	12	average	average	ADJ
issue-3121	55	13	25	25	NUM
issue-3121	55	14	%	%	NOUN
issue-3121	55	15	reactive	reactive	ADJ
issue-3121	55	16	maintenance	maintenance	NOUN
issue-3121	55	17	time	time	NOUN
issue-3121	55	18	”	"	PUNCT
issue-3121	55	19	(	(	PUNCT
issue-3121	55	20	siemens	siemen	NOUN
issue-3121	55	21	,	,	PUNCT
issue-3121	55	22	2025	2025	NUM
issue-3121	55	23	)	)	PUNCT
issue-3121	55	24	.	.	PUNCT
issue-3121	56	1	in	in	ADP
issue-3121	56	2	addition	addition	NOUN
issue-3121	56	3	,	,	PUNCT
issue-3121	56	4	deloitte	deloitte	PROPN
issue-3121	56	5	's	's	PART
issue-3121	56	6	research	research	NOUN
issue-3121	56	7	shows	show	VERB
issue-3121	56	8	that	that	SCONJ
issue-3121	56	9	introducing	introduce	VERB
issue-3121	56	10	ai	ai	PROPN
issue-3121	56	11	technologies	technology	NOUN
issue-3121	56	12	into	into	ADP
issue-3121	56	13	production	production	NOUN
issue-3121	56	14	,	,	PUNCT
issue-3121	56	15	particularly	particularly	ADV
issue-3121	56	16	on	on	ADP
issue-3121	56	17	conveyors	conveyor	NOUN
issue-3121	56	18	,	,	PUNCT
issue-3121	56	19	can	can	AUX
issue-3121	56	20	increase	increase	VERB
issue-3121	56	21	safety	safety	NOUN
issue-3121	56	22	and	and	CCONJ
issue-3121	56	23	sustainable	sustainable	ADJ
issue-3121	56	24	development	development	NOUN
issue-3121	56	25	by	by	ADP
issue-3121	56	26	10	10	NUM
issue-3121	56	27	%	%	NOUN
issue-3121	56	28	,	,	PUNCT
issue-3121	56	29	improve	improve	VERB
issue-3121	56	30	the	the	DET
issue-3121	56	31	efficiency	efficiency	NOUN
issue-3121	56	32	of	of	ADP
issue-3121	56	33	work	work	NOUN
issue-3121	56	34	processes	process	NOUN
issue-3121	56	35	by	by	ADP
issue-3121	56	36	20	20	NUM
issue-3121	56	37	%	%	NOUN
issue-3121	56	38	,	,	PUNCT
issue-3121	56	39	enhance	enhance	VERB
issue-3121	56	40	product	product	NOUN
issue-3121	56	41	quality	quality	NOUN
issue-3121	56	42	by	by	ADP
issue-3121	56	43	30	30	NUM
issue-3121	56	44	%	%	NOUN
issue-3121	56	45	,	,	PUNCT
issue-3121	56	46	and	and	CCONJ
issue-3121	56	47	save	save	VERB
issue-3121	56	48	up	up	ADV
issue-3121	56	49	to	to	PART
issue-3121	56	50	30	30	NUM
issue-3121	56	51	%	%	NOUN
issue-3121	56	52	on	on	ADP
issue-3121	56	53	annual	annual	ADJ
issue-3121	56	54	costs	cost	NOUN
issue-3121	56	55	.	.	PUNCT
issue-3121	57	1	a	a	DET
issue-3121	57	2	survey	survey	NOUN
issue-3121	57	3	of	of	ADP
issue-3121	57	4	companies	company	NOUN
issue-3121	57	5	revealed	reveal	VERB
issue-3121	57	6	that	that	SCONJ
issue-3121	57	7	92	92	NUM
issue-3121	57	8	%	%	NOUN
issue-3121	57	9	of	of	ADP
issue-3121	57	10	respondents	respondent	NOUN
issue-3121	57	11	noted	note	VERB
issue-3121	57	12	an	an	DET
issue-3121	57	13	increase	increase	NOUN
issue-3121	57	14	of	of	ADP
issue-3121	57	15	12	12	NUM
issue-3121	57	16	%	%	NOUN
issue-3121	57	17	in	in	ADP
issue-3121	57	18	several	several	ADJ
issue-3121	57	19	indicators	indicator	NOUN
issue-3121	57	20	after	after	ADP
issue-3121	57	21	the	the	DET
issue-3121	57	22	introduction	introduction	NOUN
issue-3121	57	23	of	of	ADP
issue-3121	57	24	baltic	baltic	ADJ
issue-3121	57	25	journal	journal	PROPN
issue-3121	57	26	of	of	ADP
issue-3121	57	27	economic	economic	ADJ
issue-3121	57	28	studies	study	NOUN
issue-3121	57	29	209	209	NUM
issue-3121	57	30	vol	vol	NOUN
issue-3121	57	31	.	.	PUNCT
issue-3121	58	1	11	11	NUM
issue-3121	59	1	no	no	NOUN
issue-3121	59	2	.	.	NOUN
issue-3121	59	3	5	5	NUM
issue-3121	59	4	,	,	PUNCT
issue-3121	59	5	2025	2025	NUM
issue-3121	59	6	traditional	traditional	ADJ
issue-3121	59	7	artificial	artificial	ADJ
issue-3121	59	8	intelligence	intelligence	NOUN
issue-3121	59	9	systems	system	NOUN
issue-3121	59	10	(	(	PUNCT
issue-3121	59	11	coykendall	coykendall	PROPN
issue-3121	59	12	,	,	PUNCT
issue-3121	59	13	hardin	hardin	PROPN
issue-3121	59	14	,	,	PUNCT
issue-3121	59	15	morehouse	morehouse	PROPN
issue-3121	59	16	,	,	PUNCT
issue-3121	59	17	2023	2023	NUM
issue-3121	59	18	)	)	PUNCT
issue-3121	59	19	.	.	PUNCT
issue-3121	60	1	nissan	nissan	PROPN
issue-3121	60	2	is	be	AUX
issue-3121	60	3	also	also	ADV
issue-3121	60	4	making	make	VERB
issue-3121	60	5	active	active	ADJ
issue-3121	60	6	use	use	NOUN
issue-3121	60	7	of	of	ADP
issue-3121	60	8	ai	ai	PROPN
issue-3121	60	9	technologies	technology	NOUN
issue-3121	60	10	in	in	ADP
issue-3121	60	11	its	its	PRON
issue-3121	60	12	assembly	assembly	NOUN
issue-3121	60	13	processes	process	NOUN
issue-3121	60	14	.	.	PUNCT
issue-3121	61	1	the	the	DET
issue-3121	61	2	main	main	ADJ
issue-3121	61	3	applications	application	NOUN
issue-3121	61	4	are	be	AUX
issue-3121	61	5	the	the	DET
issue-3121	61	6	detection	detection	NOUN
issue-3121	61	7	of	of	ADP
issue-3121	61	8	microdefects	microdefect	NOUN
issue-3121	61	9	and	and	CCONJ
issue-3121	61	10	the	the	DET
issue-3121	61	11	acceleration	acceleration	NOUN
issue-3121	61	12	of	of	ADP
issue-3121	61	13	car	car	NOUN
issue-3121	61	14	assembly	assembly	NOUN
issue-3121	61	15	.	.	PUNCT
issue-3121	62	1	during	during	ADP
issue-3121	62	2	the	the	DET
issue-3121	62	3	assembly	assembly	NOUN
issue-3121	62	4	process	process	NOUN
issue-3121	62	5	,	,	PUNCT
issue-3121	62	6	ai	ai	AUX
issue-3121	62	7	assists	assist	NOUN
issue-3121	62	8	in	in	ADP
issue-3121	62	9	selecting	select	VERB
issue-3121	62	10	the	the	DET
issue-3121	62	11	correct	correct	ADJ
issue-3121	62	12	buttons	button	NOUN
issue-3121	62	13	for	for	ADP
issue-3121	62	14	the	the	DET
issue-3121	62	15	control	control	NOUN
issue-3121	62	16	panel	panel	NOUN
issue-3121	62	17	and	and	CCONJ
issue-3121	62	18	the	the	DET
issue-3121	62	19	appropriate	appropriate	ADJ
issue-3121	62	20	mirror	mirror	NOUN
issue-3121	62	21	dimming	dim	VERB
issue-3121	62	22	,	,	PUNCT
issue-3121	62	23	as	as	ADV
issue-3121	62	24	well	well	ADV
issue-3121	62	25	as	as	ADP
issue-3121	62	26	determining	determine	VERB
issue-3121	62	27	the	the	DET
issue-3121	62	28	optimal	optimal	ADJ
issue-3121	62	29	door	door	NOUN
issue-3121	62	30	bend	bend	VERB
issue-3121	62	31	angles	angle	NOUN
issue-3121	62	32	for	for	ADP
issue-3121	62	33	different	different	ADJ
issue-3121	62	34	models	model	NOUN
issue-3121	62	35	.	.	PUNCT
issue-3121	63	1	using	use	VERB
issue-3121	63	2	these	these	DET
issue-3121	63	3	technologies	technology	NOUN
issue-3121	63	4	has	have	AUX
issue-3121	63	5	increased	increase	VERB
issue-3121	63	6	assembly	assembly	NOUN
issue-3121	63	7	accuracy	accuracy	NOUN
issue-3121	63	8	to	to	ADP
issue-3121	63	9	99.995	99.995	NUM
issue-3121	63	10	%	%	NOUN
issue-3121	63	11	(	(	PUNCT
issue-3121	63	12	nissan	nissan	PROPN
issue-3121	63	13	global	global	NOUN
issue-3121	63	14	,	,	PUNCT
issue-3121	63	15	2022	2022	NUM
issue-3121	63	16	)	)	PUNCT
issue-3121	63	17	.	.	PUNCT
issue-3121	64	1	nissan	nissan	PROPN
issue-3121	64	2	also	also	ADV
issue-3121	64	3	employs	employ	VERB
issue-3121	64	4	artificial	artificial	ADJ
issue-3121	64	5	intelligence	intelligence	NOUN
issue-3121	64	6	to	to	PART
issue-3121	64	7	regulate	regulate	VERB
issue-3121	64	8	the	the	DET
issue-3121	64	9	standard	standard	NOUN
issue-3121	64	10	of	of	ADP
issue-3121	64	11	car	car	NOUN
issue-3121	64	12	painting	painting	NOUN
issue-3121	64	13	.	.	PUNCT
issue-3121	65	1	the	the	DET
issue-3121	65	2	implementation	implementation	NOUN
issue-3121	65	3	of	of	ADP
issue-3121	65	4	autis	autis	NOUN
issue-3121	65	5	technologies	technology	NOUN
issue-3121	65	6	has	have	AUX
issue-3121	65	7	been	be	AUX
issue-3121	65	8	demonstrated	demonstrate	VERB
issue-3121	65	9	to	to	PART
issue-3121	65	10	enhance	enhance	VERB
issue-3121	65	11	defect	defect	NOUN
issue-3121	65	12	detection	detection	NOUN
issue-3121	65	13	by	by	ADP
issue-3121	65	14	7	7	NUM
issue-3121	65	15	%	%	NOUN
issue-3121	65	16	,	,	PUNCT
issue-3121	65	17	as	as	SCONJ
issue-3121	65	18	indicated	indicate	VERB
issue-3121	65	19	by	by	ADP
issue-3121	65	20	the	the	DET
issue-3121	65	21	available	available	ADJ
issue-3121	65	22	indicators	indicator	NOUN
issue-3121	65	23	.	.	PUNCT
issue-3121	66	1	the	the	DET
issue-3121	66	2	ai	ai	PROPN
issue-3121	66	3	system	system	NOUN
issue-3121	66	4	has	have	AUX
issue-3121	66	5	been	be	AUX
issue-3121	66	6	demonstrated	demonstrate	VERB
issue-3121	66	7	to	to	PART
issue-3121	66	8	achieve	achieve	VERB
issue-3121	66	9	a	a	DET
issue-3121	66	10	98	98	NUM
issue-3121	66	11	%	%	NOUN
issue-3121	66	12	success	success	NOUN
issue-3121	66	13	rate	rate	NOUN
issue-3121	66	14	in	in	ADP
issue-3121	66	15	identifying	identify	VERB
issue-3121	66	16	non	non	NOUN
issue-3121	66	17	-	-	NOUN
issue-3121	66	18	conformities	conformity	NOUN
issue-3121	66	19	,	,	PUNCT
issue-3121	66	20	while	while	SCONJ
issue-3121	66	21	human	human	ADJ
issue-3121	66	22	observers	observer	NOUN
issue-3121	66	23	typically	typically	ADV
issue-3121	66	24	achieve	achieve	VERB
issue-3121	66	25	rates	rate	NOUN
issue-3121	66	26	ranging	range	VERB
issue-3121	66	27	from	from	ADP
issue-3121	66	28	85	85	NUM
issue-3121	66	29	%	%	NOUN
issue-3121	66	30	to	to	PART
issue-3121	66	31	95	95	NUM
issue-3121	66	32	%	%	NOUN
issue-3121	66	33	.	.	PUNCT
issue-3121	67	1	furthermore	furthermore	ADV
issue-3121	67	2	,	,	PUNCT
issue-3121	67	3	the	the	DET
issue-3121	67	4	inspection	inspection	NOUN
issue-3121	67	5	time	time	NOUN
issue-3121	67	6	has	have	AUX
issue-3121	67	7	been	be	AUX
issue-3121	67	8	reduced	reduce	VERB
issue-3121	67	9	,	,	PUNCT
issue-3121	67	10	with	with	ADP
issue-3121	67	11	autis	autis	NOUN
issue-3121	67	12	scanning	scan	VERB
issue-3121	67	13	0.2	0.2	NUM
issue-3121	67	14	mm	mm	NOUN
issue-3121	67	15	of	of	ADP
issue-3121	67	16	the	the	DET
issue-3121	67	17	surface	surface	NOUN
issue-3121	67	18	in	in	ADP
issue-3121	67	19	22.5	22.5	NUM
issue-3121	67	20	seconds	second	NOUN
issue-3121	67	21	,	,	PUNCT
issue-3121	67	22	in	in	ADP
issue-3121	67	23	contrast	contrast	NOUN
issue-3121	67	24	to	to	ADP
issue-3121	67	25	the	the	DET
issue-3121	67	26	previous	previous	ADJ
issue-3121	67	27	laser	laser	NOUN
issue-3121	67	28	system	system	NOUN
issue-3121	67	29	,	,	PUNCT
issue-3121	67	30	which	which	PRON
issue-3121	67	31	scanned	scan	VERB
issue-3121	67	32	0.3	0.3	NUM
issue-3121	67	33	mm	mm	NOUN
issue-3121	67	34	of	of	ADP
issue-3121	67	35	the	the	DET
issue-3121	67	36	surface	surface	NOUN
issue-3121	67	37	in	in	ADP
issue-3121	67	38	45	45	NUM
issue-3121	67	39	seconds	second	NOUN
issue-3121	67	40	(	(	PUNCT
issue-3121	67	41	nissan	nissan	PROPN
issue-3121	67	42	stories	stories	PROPN
issue-3121	67	43	usa	usa	PROPN
issue-3121	67	44	,	,	PUNCT
issue-3121	67	45	2024	2024	NUM
issue-3121	67	46	)	)	PUNCT
issue-3121	67	47	.	.	PUNCT
issue-3121	68	1	consequently	consequently	ADV
issue-3121	68	2	,	,	PUNCT
issue-3121	68	3	nissan	nissan	PROPN
issue-3121	68	4	has	have	AUX
issue-3121	68	5	achieved	achieve	VERB
issue-3121	68	6	a	a	DET
issue-3121	68	7	100	100	NUM
issue-3121	68	8	%	%	NOUN
issue-3121	68	9	rate	rate	NOUN
issue-3121	68	10	of	of	ADP
issue-3121	68	11	uniformity	uniformity	NOUN
issue-3121	68	12	,	,	PUNCT
issue-3121	68	13	thereby	thereby	ADV
issue-3121	68	14	ensuring	ensure	VERB
issue-3121	68	15	that	that	SCONJ
issue-3121	68	16	equivalent	equivalent	ADJ
issue-3121	68	17	quality	quality	NOUN
issue-3121	68	18	standards	standard	NOUN
issue-3121	68	19	and	and	CCONJ
issue-3121	68	20	comparable	comparable	ADJ
issue-3121	68	21	indicators	indicator	NOUN
issue-3121	68	22	are	be	AUX
issue-3121	68	23	present	present	ADJ
issue-3121	68	24	across	across	ADP
issue-3121	68	25	the	the	DET
issue-3121	68	26	entirety	entirety	NOUN
issue-3121	68	27	of	of	ADP
issue-3121	68	28	its	its	PRON
issue-3121	68	29	manufacturing	manufacturing	NOUN
issue-3121	68	30	facilities	facility	NOUN
issue-3121	68	31	.	.	PUNCT
issue-3121	69	1	it	it	PRON
issue-3121	69	2	is	be	AUX
issue-3121	69	3	also	also	ADV
issue-3121	69	4	expected	expect	VERB
issue-3121	69	5	to	to	PART
issue-3121	69	6	increase	increase	VERB
issue-3121	69	7	customer	customer	NOUN
issue-3121	69	8	trust	trust	NOUN
issue-3121	69	9	and	and	CCONJ
issue-3121	69	10	reduce	reduce	VERB
issue-3121	69	11	complaints	complaint	NOUN
issue-3121	69	12	after	after	ADP
issue-3121	69	13	a	a	DET
issue-3121	69	14	drop	drop	NOUN
issue-3121	69	15	in	in	ADP
issue-3121	69	16	sales	sale	NOUN
issue-3121	69	17	in	in	ADP
issue-3121	69	18	2024	2024	NUM
issue-3121	69	19	(	(	PUNCT
issue-3121	69	20	singh	singh	PROPN
issue-3121	69	21	s.	s.	PROPN
issue-3121	69	22	,	,	PUNCT
issue-3121	69	23	2024	2024	NUM
issue-3121	69	24	)	)	PUNCT
issue-3121	69	25	.	.	PUNCT
issue-3121	70	1	it	it	PRON
issue-3121	70	2	is	be	AUX
issue-3121	70	3	evident	evident	ADJ
issue-3121	70	4	that	that	SCONJ
issue-3121	70	5	companies	company	NOUN
issue-3121	70	6	have	have	VERB
issue-3121	70	7	the	the	DET
issue-3121	70	8	capacity	capacity	NOUN
issue-3121	70	9	to	to	PART
issue-3121	70	10	utilise	utilise	VERB
issue-3121	70	11	a	a	DET
issue-3121	70	12	variety	variety	NOUN
issue-3121	70	13	of	of	ADP
issue-3121	70	14	ai	ai	ADJ
issue-3121	70	15	algorithms	algorithm	NOUN
issue-3121	70	16	,	,	PUNCT
issue-3121	70	17	or	or	CCONJ
issue-3121	70	18	indeed	indeed	ADV
issue-3121	70	19	to	to	PART
issue-3121	70	20	combine	combine	VERB
issue-3121	70	21	them	they	PRON
issue-3121	70	22	with	with	ADP
issue-3121	70	23	each	each	DET
issue-3121	70	24	other	other	ADJ
issue-3121	70	25	.	.	PUNCT
issue-3121	71	1	table	table	NOUN
issue-3121	71	2	1	1	NUM
issue-3121	71	3	presents	present	VERB
issue-3121	71	4	a	a	DET
issue-3121	71	5	comprehensive	comprehensive	ADJ
issue-3121	71	6	overview	overview	NOUN
issue-3121	71	7	of	of	ADP
issue-3121	71	8	the	the	DET
issue-3121	71	9	predominant	predominant	ADJ
issue-3121	71	10	ai	ai	VERB
issue-3121	71	11	algorithms	algorithm	NOUN
issue-3121	71	12	,	,	PUNCT
issue-3121	71	13	along	along	ADP
issue-3121	71	14	with	with	ADP
issue-3121	71	15	illustrative	illustrative	ADJ
issue-3121	71	16	instances	instance	NOUN
issue-3121	71	17	of	of	ADP
issue-3121	71	18	their	their	PRON
issue-3121	71	19	implementation	implementation	NOUN
issue-3121	71	20	in	in	ADP
issue-3121	71	21	the	the	DET
issue-3121	71	22	domain	domain	NOUN
issue-3121	71	23	of	of	ADP
issue-3121	71	24	quality	quality	NOUN
issue-3121	71	25	management	management	NOUN
issue-3121	71	26	.	.	PUNCT
issue-3121	72	1	despite	despite	SCONJ
issue-3121	72	2	the	the	DET
issue-3121	72	3	success	success	NOUN
issue-3121	72	4	of	of	ADP
issue-3121	72	5	certain	certain	ADJ
issue-3121	72	6	ai	ai	NOUN
issue-3121	72	7	-	-	PUNCT
issue-3121	72	8	based	base	VERB
issue-3121	72	9	technologies	technology	NOUN
issue-3121	72	10	,	,	PUNCT
issue-3121	72	11	a	a	DET
issue-3121	72	12	proportion	proportion	NOUN
issue-3121	72	13	of	of	ADP
issue-3121	72	14	initiatives	initiative	NOUN
issue-3121	72	15	have	have	AUX
issue-3121	72	16	been	be	AUX
issue-3121	72	17	unsuccessful	unsuccessful	ADJ
issue-3121	72	18	.	.	PUNCT
issue-3121	73	1	a	a	DET
issue-3121	73	2	significant	significant	ADJ
issue-3121	73	3	contributing	contribute	VERB
issue-3121	73	4	factor	factor	NOUN
issue-3121	73	5	to	to	ADP
issue-3121	73	6	the	the	DET
issue-3121	73	7	suboptimal	suboptimal	ADJ
issue-3121	73	8	performance	performance	NOUN
issue-3121	73	9	of	of	ADP
issue-3121	73	10	ai	ai	PROPN
issue-3121	73	11	systems	system	NOUN
issue-3121	73	12	is	be	AUX
issue-3121	73	13	the	the	DET
issue-3121	73	14	dearth	dearth	NOUN
issue-3121	73	15	of	of	ADP
issue-3121	73	16	personnel	personnel	NOUN
issue-3121	73	17	with	with	ADP
issue-3121	73	18	the	the	DET
issue-3121	73	19	requisite	requisite	ADJ
issue-3121	73	20	expertise	expertise	NOUN
issue-3121	73	21	to	to	PART
issue-3121	73	22	implement	implement	VERB
issue-3121	73	23	ai	ai	VERB
issue-3121	73	24	effectively	effectively	ADV
issue-3121	73	25	.	.	PUNCT
issue-3121	74	1	according	accord	VERB
issue-3121	74	2	to	to	ADP
issue-3121	74	3	surveys	survey	NOUN
issue-3121	74	4	,	,	PUNCT
issue-3121	74	5	56	56	NUM
issue-3121	74	6	%	%	NOUN
issue-3121	74	7	of	of	ADP
issue-3121	74	8	companies	company	NOUN
issue-3121	74	9	noted	note	VERB
issue-3121	74	10	this	this	PRON
issue-3121	74	11	as	as	ADP
issue-3121	74	12	a	a	DET
issue-3121	74	13	significant	significant	ADJ
issue-3121	74	14	obstacle	obstacle	NOUN
issue-3121	74	15	to	to	ADP
issue-3121	74	16	working	work	VERB
issue-3121	74	17	with	with	ADP
issue-3121	74	18	ai	ai	PROPN
issue-3121	74	19	(	(	PUNCT
issue-3121	74	20	garther	garther	NOUN
issue-3121	74	21	,	,	PUNCT
issue-3121	74	22	2019	2019	NUM
issue-3121	74	23	)	)	PUNCT
issue-3121	74	24	.	.	PUNCT
issue-3121	75	1	another	another	DET
issue-3121	75	2	obstacle	obstacle	NOUN
issue-3121	75	3	to	to	ADP
issue-3121	75	4	companies	company	NOUN
issue-3121	75	5	using	use	VERB
issue-3121	75	6	ai	ai	VERB
issue-3121	75	7	effectively	effectively	ADV
issue-3121	75	8	is	be	AUX
issue-3121	75	9	the	the	DET
issue-3121	75	10	lack	lack	NOUN
issue-3121	75	11	of	of	ADP
issue-3121	75	12	high	high	ADJ
issue-3121	75	13	-	-	PUNCT
issue-3121	75	14	quality	quality	NOUN
issue-3121	75	15	,	,	PUNCT
issue-3121	75	16	prepared	prepared	ADJ
issue-3121	75	17	data	datum	NOUN
issue-3121	75	18	with	with	ADP
issue-3121	75	19	which	which	PRON
issue-3121	75	20	to	to	PART
issue-3121	75	21	train	train	NOUN
issue-3121	75	22	models	model	NOUN
issue-3121	75	23	.	.	PUNCT
issue-3121	76	1	“	"	PUNCT
issue-3121	76	2	data	datum	NOUN
issue-3121	76	3	often	often	ADV
issue-3121	76	4	contains	contain	VERB
issue-3121	76	5	a	a	DET
issue-3121	76	6	variety	variety	NOUN
issue-3121	76	7	of	of	ADP
issue-3121	76	8	systematic	systematic	ADJ
issue-3121	76	9	errors	error	NOUN
issue-3121	76	10	of	of	ADP
issue-3121	76	11	assessment	assessment	NOUN
issue-3121	76	12	and	and	CCONJ
issue-3121	76	13	even	even	ADV
issue-3121	76	14	common	common	ADJ
issue-3121	76	15	mistakes	mistake	NOUN
issue-3121	76	16	,	,	PUNCT
issue-3121	76	17	so	so	ADV
issue-3121	76	18	significant	significant	ADJ
issue-3121	76	19	investments	investment	NOUN
issue-3121	76	20	must	must	AUX
issue-3121	76	21	be	be	AUX
issue-3121	76	22	made	make	VERB
issue-3121	76	23	to	to	PART
issue-3121	76	24	ensure	ensure	VERB
issue-3121	76	25	thorough	thorough	ADJ
issue-3121	76	26	checking	checking	NOUN
issue-3121	76	27	of	of	ADP
issue-3121	76	28	information	information	NOUN
issue-3121	76	29	for	for	ADP
issue-3121	76	30	discrepancies	discrepancy	NOUN
issue-3121	76	31	and	and	CCONJ
issue-3121	76	32	inconsistencies	inconsistency	NOUN
issue-3121	76	33	.	.	PUNCT
issue-3121	77	1	moreover	moreover	ADV
issue-3121	77	2	,	,	PUNCT
issue-3121	77	3	when	when	SCONJ
issue-3121	77	4	different	different	ADJ
issue-3121	77	5	data	data	NOUN
issue-3121	77	6	streams	stream	NOUN
issue-3121	77	7	are	be	AUX
issue-3121	77	8	combined	combine	VERB
issue-3121	77	9	into	into	ADP
issue-3121	77	10	one	one	NUM
issue-3121	77	11	stream	stream	NOUN
issue-3121	77	12	for	for	ADP
issue-3121	77	13	comprehensive	comprehensive	ADJ
issue-3121	77	14	analysis	analysis	NOUN
issue-3121	77	15	,	,	PUNCT
issue-3121	77	16	different	different	ADJ
issue-3121	77	17	types	type	NOUN
issue-3121	77	18	of	of	ADP
issue-3121	77	19	data	datum	NOUN
issue-3121	77	20	must	must	AUX
issue-3121	77	21	be	be	AUX
issue-3121	77	22	organized	organize	VERB
issue-3121	77	23	.	.	PUNCT
issue-3121	78	1	…	…	PUNCT
issue-3121	78	2	for	for	ADP
issue-3121	78	3	example	example	NOUN
issue-3121	78	4	,	,	PUNCT
issue-3121	78	5	records	record	NOUN
issue-3121	78	6	must	must	AUX
issue-3121	78	7	be	be	AUX
issue-3121	78	8	consistent	consistent	ADJ
issue-3121	78	9	,	,	PUNCT
issue-3121	78	10	duplicates	duplicate	NOUN
issue-3121	78	11	must	must	AUX
issue-3121	78	12	be	be	AUX
issue-3121	78	13	excluded	exclude	VERB
issue-3121	78	14	,	,	PUNCT
issue-3121	78	15	and	and	CCONJ
issue-3121	78	16	all	all	DET
issue-3121	78	17	variables	variable	NOUN
issue-3121	78	18	must	must	AUX
issue-3121	78	19	match	match	VERB
issue-3121	78	20	”	"	PUNCT
issue-3121	78	21	(	(	PUNCT
issue-3121	78	22	yansiti	yansiti	PROPN
issue-3121	78	23	,	,	PUNCT
issue-3121	78	24	lakhani	lakhani	PROPN
issue-3121	78	25	,	,	PUNCT
issue-3121	78	26	2021	2021	NUM
issue-3121	78	27	)	)	PUNCT
issue-3121	78	28	.	.	PUNCT
issue-3121	79	1	due	due	ADP
issue-3121	79	2	to	to	ADP
issue-3121	79	3	data	datum	NOUN
issue-3121	79	4	inconsistency	inconsistency	NOUN
issue-3121	79	5	,	,	PUNCT
issue-3121	79	6	ai	ai	AUX
issue-3121	79	7	may	may	AUX
issue-3121	79	8	generalise	generalise	VERB
issue-3121	79	9	poorly	poorly	ADV
issue-3121	79	10	,	,	PUNCT
issue-3121	79	11	miss	miss	ADJ
issue-3121	79	12	“	"	PUNCT
issue-3121	79	13	unfamiliar	unfamiliar	ADJ
issue-3121	79	14	”	"	PUNCT
issue-3121	79	15	defects	defect	NOUN
issue-3121	79	16	,	,	PUNCT
issue-3121	79	17	or	or	CCONJ
issue-3121	79	18	make	make	VERB
issue-3121	79	19	incorrect	incorrect	ADJ
issue-3121	79	20	predictions	prediction	NOUN
issue-3121	79	21	.	.	PUNCT
issue-3121	80	1	reconciliation	reconciliation	NOUN
issue-3121	80	2	of	of	ADP
issue-3121	80	3	data	datum	NOUN
issue-3121	80	4	stored	store	VERB
issue-3121	80	5	in	in	ADP
issue-3121	80	6	different	different	ADJ
issue-3121	80	7	departments	department	NOUN
issue-3121	80	8	also	also	ADV
issue-3121	80	9	incurs	incur	VERB
issue-3121	80	10	significant	significant	ADJ
issue-3121	80	11	time	time	NOUN
issue-3121	80	12	and	and	CCONJ
issue-3121	80	13	personnel	personnel	NOUN
issue-3121	80	14	costs	cost	NOUN
issue-3121	80	15	,	,	PUNCT
issue-3121	80	16	meaning	mean	VERB
issue-3121	80	17	that	that	SCONJ
issue-3121	80	18	not	not	PART
issue-3121	80	19	all	all	DET
issue-3121	80	20	companies	company	NOUN
issue-3121	80	21	are	be	AUX
issue-3121	80	22	able	able	ADJ
issue-3121	80	23	to	to	PART
issue-3121	80	24	implement	implement	VERB
issue-3121	80	25	ai	ai	VERB
issue-3121	80	26	successfully	successfully	ADV
issue-3121	80	27	in	in	ADP
issue-3121	80	28	their	their	PRON
issue-3121	80	29	work	work	NOUN
issue-3121	80	30	.	.	PUNCT
issue-3121	81	1	implementation	implementation	NOUN
issue-3121	81	2	is	be	AUX
issue-3121	81	3	sometimes	sometimes	ADV
issue-3121	81	4	hindered	hinder	VERB
issue-3121	81	5	by	by	ADP
issue-3121	81	6	inflated	inflated	ADJ
issue-3121	81	7	expectations	expectation	NOUN
issue-3121	81	8	of	of	ADP
issue-3121	81	9	ai	ai	NOUN
issue-3121	81	10	,	,	PUNCT
issue-3121	81	11	a	a	DET
issue-3121	81	12	lack	lack	NOUN
issue-3121	81	13	of	of	ADP
issue-3121	81	14	clear	clear	ADJ
issue-3121	81	15	strategy	strategy	NOUN
issue-3121	81	16	for	for	ADP
issue-3121	81	17	introducing	introduce	VERB
issue-3121	81	18	new	new	ADJ
issue-3121	81	19	technologies	technology	NOUN
issue-3121	81	20	into	into	ADP
issue-3121	81	21	existing	exist	VERB
issue-3121	81	22	projects	project	NOUN
issue-3121	81	23	and	and	CCONJ
issue-3121	81	24	staff	staff	NOUN
issue-3121	81	25	resistance	resistance	NOUN
issue-3121	81	26	and	and	CCONJ
issue-3121	81	27	lack	lack	NOUN
issue-3121	81	28	of	of	ADP
issue-3121	81	29	qualifications	qualification	NOUN
issue-3121	81	30	.	.	PUNCT
issue-3121	82	1	to	to	PART
issue-3121	82	2	address	address	VERB
issue-3121	82	3	these	these	DET
issue-3121	82	4	issues	issue	NOUN
issue-3121	82	5	,	,	PUNCT
issue-3121	82	6	training	training	NOUN
issue-3121	82	7	programmes	programme	NOUN
issue-3121	82	8	and	and	CCONJ
issue-3121	82	9	workshops	workshop	NOUN
issue-3121	82	10	can	can	AUX
issue-3121	82	11	be	be	AUX
issue-3121	82	12	introduced	introduce	VERB
issue-3121	82	13	to	to	PART
issue-3121	82	14	explain	explain	VERB
issue-3121	82	15	the	the	DET
issue-3121	82	16	benefits	benefit	NOUN
issue-3121	82	17	,	,	PUNCT
issue-3121	82	18	such	such	ADJ
issue-3121	82	19	as	as	ADP
issue-3121	82	20	reducing	reduce	VERB
issue-3121	82	21	routine	routine	ADJ
issue-3121	82	22	tasks	task	NOUN
issue-3121	82	23	and	and	CCONJ
issue-3121	82	24	enabling	enable	VERB
issue-3121	82	25	staff	staff	NOUN
issue-3121	82	26	to	to	PART
issue-3121	82	27	focus	focus	VERB
issue-3121	82	28	on	on	ADP
issue-3121	82	29	more	more	ADJ
issue-3121	82	30	complex	complex	ADJ
issue-3121	82	31	ones	one	NOUN
issue-3121	82	32	.	.	PUNCT
issue-3121	83	1	staff	staff	NOUN
issue-3121	83	2	can	can	AUX
issue-3121	83	3	also	also	ADV
issue-3121	83	4	be	be	AUX
issue-3121	83	5	involved	involve	VERB
issue-3121	83	6	in	in	ADP
issue-3121	83	7	testing	testing	NOUN
issue-3121	83	8	pilot	pilot	NOUN
issue-3121	83	9	solutions	solution	NOUN
issue-3121	83	10	and	and	CCONJ
issue-3121	83	11	forming	form	VERB
issue-3121	83	12	“	"	PUNCT
issue-3121	83	13	focus	focus	NOUN
issue-3121	83	14	groups	group	NOUN
issue-3121	83	15	”	"	PUNCT
issue-3121	83	16	of	of	ADP
issue-3121	83	17	leading	lead	VERB
issue-3121	83	18	users	user	NOUN
issue-3121	83	19	.	.	PUNCT
issue-3121	84	1	it	it	PRON
issue-3121	84	2	is	be	AUX
issue-3121	84	3	also	also	ADV
issue-3121	84	4	worth	worth	ADJ
issue-3121	84	5	paying	pay	VERB
issue-3121	84	6	attention	attention	NOUN
issue-3121	84	7	to	to	ADP
issue-3121	84	8	the	the	DET
issue-3121	84	9	factors	factor	NOUN
issue-3121	84	10	that	that	PRON
issue-3121	84	11	can	can	AUX
issue-3121	84	12	harm	harm	VERB
issue-3121	84	13	the	the	DET
issue-3121	84	14	project	project	NOUN
issue-3121	84	15	and	and	CCONJ
issue-3121	84	16	lead	lead	VERB
issue-3121	84	17	to	to	ADP
issue-3121	84	18	inefficiency	inefficiency	NOUN
issue-3121	84	19	,	,	PUNCT
issue-3121	84	20	despite	despite	SCONJ
issue-3121	84	21	the	the	DET
issue-3121	84	22	predicted	predict	VERB
issue-3121	84	23	economic	economic	ADJ
issue-3121	84	24	benefits	benefit	NOUN
issue-3121	84	25	.	.	PUNCT
issue-3121	85	1	these	these	DET
issue-3121	85	2	factors	factor	NOUN
issue-3121	85	3	are	be	AUX
issue-3121	85	4	actually	actually	ADV
issue-3121	85	5	the	the	DET
issue-3121	85	6	main	main	ADJ
issue-3121	85	7	challenges	challenge	NOUN
issue-3121	85	8	when	when	SCONJ
issue-3121	85	9	it	it	PRON
issue-3121	85	10	comes	come	VERB
issue-3121	85	11	to	to	ADP
issue-3121	85	12	integrating	integrating	NOUN
issue-3121	85	13	ai	ai	VERB
issue-3121	85	14	into	into	ADP
issue-3121	85	15	projects	project	NOUN
issue-3121	85	16	.	.	PUNCT
issue-3121	86	1	table	table	NOUN
issue-3121	86	2	1	1	NUM
issue-3121	86	3	basic	basic	ADJ
issue-3121	86	4	ai	ai	NOUN
issue-3121	86	5	algorithms	algorithms	NOUN
issue-3121	86	6	and	and	CCONJ
issue-3121	86	7	application	application	NOUN
issue-3121	86	8	scenarios	scenario	NOUN
issue-3121	86	9	in	in	ADP
issue-3121	86	10	quality	quality	NOUN
issue-3121	86	11	management	management	NOUN
issue-3121	86	12	algorithm	algorithm	NOUN
issue-3121	86	13	application	application	NOUN
issue-3121	86	14	area	area	NOUN
issue-3121	86	15	advantages	advantage	NOUN
issue-3121	86	16	example	example	VERB
issue-3121	86	17	ml	ml	INTJ
issue-3121	86	18	(	(	PUNCT
issue-3121	86	19	machine	machine	NOUN
issue-3121	86	20	learning	learning	NOUN
issue-3121	86	21	)	)	PUNCT
issue-3121	86	22	general	general	ADJ
issue-3121	86	23	tasks	task	NOUN
issue-3121	86	24	:	:	PUNCT
issue-3121	86	25	classification	classification	NOUN
issue-3121	86	26	“	"	PUNCT
issue-3121	86	27	fit	fit	ADJ
issue-3121	86	28	/	/	SYM
issue-3121	86	29	unfit	unfit	ADJ
issue-3121	86	30	”	"	PUNCT
issue-3121	86	31	,	,	PUNCT
issue-3121	86	32	defect	defect	ADJ
issue-3121	86	33	prediction	prediction	NOUN
issue-3121	86	34	,	,	PUNCT
issue-3121	86	35	analysis	analysis	NOUN
issue-3121	86	36	of	of	ADP
issue-3121	86	37	text	text	NOUN
issue-3121	86	38	data	datum	NOUN
issue-3121	86	39	(	(	PUNCT
issue-3121	86	40	reviews	review	NOUN
issue-3121	86	41	,	,	PUNCT
issue-3121	86	42	reports	report	NOUN
issue-3121	86	43	)	)	PUNCT
issue-3121	86	44	flexibility	flexibility	NOUN
issue-3121	86	45	,	,	PUNCT
issue-3121	86	46	ability	ability	NOUN
issue-3121	86	47	to	to	PART
issue-3121	86	48	work	work	VERB
issue-3121	86	49	with	with	ADP
issue-3121	86	50	different	different	ADJ
issue-3121	86	51	types	type	NOUN
issue-3121	86	52	of	of	ADP
issue-3121	86	53	data	datum	NOUN
issue-3121	86	54	ml	ml	NOUN
issue-3121	86	55	model	model	NOUN
issue-3121	86	56	for	for	ADP
issue-3121	86	57	estimating	estimate	VERB
issue-3121	86	58	the	the	DET
issue-3121	86	59	probability	probability	NOUN
issue-3121	86	60	of	of	ADP
issue-3121	86	61	defects	defect	NOUN
issue-3121	86	62	in	in	ADP
issue-3121	86	63	automotive	automotive	ADJ
issue-3121	86	64	components	component	NOUN
issue-3121	86	65	cnn	cnn	PROPN
issue-3121	86	66	(	(	PUNCT
issue-3121	86	67	convolutional	convolutional	ADJ
issue-3121	86	68	neural	neural	ADJ
issue-3121	86	69	network	network	NOUN
issue-3121	86	70	)	)	PUNCT
issue-3121	86	71	automatic	automatic	ADJ
issue-3121	86	72	visual	visual	ADJ
issue-3121	86	73	control	control	NOUN
issue-3121	86	74	:	:	PUNCT
issue-3121	86	75	detection	detection	NOUN
issue-3121	86	76	of	of	ADP
issue-3121	86	77	scratches	scratch	NOUN
issue-3121	86	78	,	,	PUNCT
issue-3121	86	79	deformations	deformation	NOUN
issue-3121	86	80	,	,	PUNCT
issue-3121	86	81	foreign	foreign	ADJ
issue-3121	86	82	objects	object	VERB
issue-3121	86	83	high	high	ADJ
issue-3121	86	84	accuracy	accuracy	NOUN
issue-3121	86	85	and	and	CCONJ
issue-3121	86	86	speed	speed	NOUN
issue-3121	86	87	in	in	ADP
issue-3121	86	88	image	image	NOUN
issue-3121	86	89	recognition	recognition	NOUN
issue-3121	86	90	quality	quality	NOUN
issue-3121	86	91	control	control	NOUN
issue-3121	86	92	on	on	ADP
issue-3121	86	93	the	the	DET
issue-3121	86	94	assembly	assembly	NOUN
issue-3121	86	95	line	line	NOUN
issue-3121	86	96	with	with	ADP
issue-3121	86	97	high	high	ADJ
issue-3121	86	98	-	-	PUNCT
issue-3121	86	99	resolution	resolution	NOUN
issue-3121	86	100	cameras	camera	NOUN
issue-3121	86	101	rnn	rnn	VERB
issue-3121	86	102	(	(	PUNCT
issue-3121	86	103	recurrent	recurrent	ADJ
issue-3121	86	104	neural	neural	ADJ
issue-3121	86	105	network	network	NOUN
issue-3121	86	106	)	)	PUNCT
issue-3121	86	107	forecasting	forecasting	NOUN
issue-3121	86	108	parameters	parameter	NOUN
issue-3121	86	109	,	,	PUNCT
issue-3121	86	110	dynamic	dynamic	ADJ
issue-3121	86	111	indicators	indicator	NOUN
issue-3121	86	112	,	,	PUNCT
issue-3121	86	113	time	time	NOUN
issue-3121	86	114	series	series	NOUN
issue-3121	86	115	(	(	PUNCT
issue-3121	86	116	temperature	temperature	NOUN
issue-3121	86	117	,	,	PUNCT
issue-3121	86	118	vibration	vibration	NOUN
issue-3121	86	119	)	)	PUNCT
issue-3121	86	120	accounting	account	VERB
issue-3121	86	121	for	for	ADP
issue-3121	86	122	sequences	sequence	NOUN
issue-3121	86	123	and	and	CCONJ
issue-3121	86	124	trends	trend	NOUN
issue-3121	86	125	over	over	ADP
issue-3121	86	126	time	time	NOUN
issue-3121	86	127	determining	determine	VERB
issue-3121	86	128	the	the	DET
issue-3121	86	129	optimal	optimal	ADJ
issue-3121	86	130	time	time	NOUN
issue-3121	86	131	for	for	ADP
issue-3121	86	132	equipment	equipment	NOUN
issue-3121	86	133	maintenance	maintenance	NOUN
issue-3121	86	134	nlp	nlp	NOUN
issue-3121	86	135	(	(	PUNCT
issue-3121	86	136	natural	natural	ADJ
issue-3121	86	137	language	language	NOUN
issue-3121	86	138	processing	processing	NOUN
issue-3121	86	139	)	)	PUNCT
issue-3121	86	140	analysis	analysis	NOUN
issue-3121	86	141	of	of	ADP
issue-3121	86	142	text	text	NOUN
issue-3121	86	143	documentation	documentation	NOUN
issue-3121	86	144	,	,	PUNCT
issue-3121	86	145	specifications	specification	NOUN
issue-3121	86	146	,	,	PUNCT
issue-3121	86	147	requirements	requirement	NOUN
issue-3121	86	148	,	,	PUNCT
issue-3121	86	149	automatic	automatic	ADJ
issue-3121	86	150	report	report	NOUN
issue-3121	86	151	generation	generation	NOUN
issue-3121	86	152	,	,	PUNCT
issue-3121	86	153	customer	customer	NOUN
issue-3121	86	154	feedback	feedback	NOUN
issue-3121	86	155	processing	processing	NOUN
issue-3121	86	156	automatisation	automatisation	NOUN
issue-3121	86	157	of	of	ADP
issue-3121	86	158	routine	routine	ADJ
issue-3121	86	159	text	text	NOUN
issue-3121	86	160	checks	check	NOUN
issue-3121	86	161	,	,	PUNCT
issue-3121	86	162	search	search	NOUN
issue-3121	86	163	for	for	ADP
issue-3121	86	164	hidden	hide	VERB
issue-3121	86	165	problems	problem	NOUN
issue-3121	86	166	audit	audit	NOUN
issue-3121	86	167	of	of	ADP
issue-3121	86	168	iso	iso	NOUN
issue-3121	86	169	9001	9001	NUM
issue-3121	86	170	,	,	PUNCT
issue-3121	86	171	search	search	NOUN
issue-3121	86	172	for	for	ADP
issue-3121	86	173	discrepancies	discrepancy	NOUN
issue-3121	86	174	in	in	ADP
issue-3121	86	175	technical	technical	ADJ
issue-3121	86	176	documentation	documentation	NOUN
issue-3121	86	177	expert	expert	NOUN
issue-3121	86	178	systems	system	NOUN
issue-3121	86	179	and	and	CCONJ
issue-3121	86	180	indistinct	indistinct	ADJ
issue-3121	86	181	logics	logic	NOUN
issue-3121	86	182	formalisation	formalisation	NOUN
issue-3121	86	183	of	of	ADP
issue-3121	86	184	“	"	PUNCT
issue-3121	86	185	rigid	rigid	ADJ
issue-3121	86	186	”	"	PUNCT
issue-3121	86	187	rules	rule	NOUN
issue-3121	86	188	of	of	ADP
issue-3121	86	189	standards	standard	NOUN
issue-3121	86	190	(	(	PUNCT
issue-3121	86	191	iso	iso	NOUN
issue-3121	86	192	,	,	PUNCT
issue-3121	86	193	fda	fda	PROPN
issue-3121	86	194	)	)	PUNCT
issue-3121	86	195	,	,	PUNCT
issue-3121	86	196	decision	decision	NOUN
issue-3121	86	197	-	-	PUNCT
issue-3121	86	198	making	making	NOUN
issue-3121	86	199	according	accord	VERB
issue-3121	86	200	to	to	ADP
issue-3121	86	201	the	the	DET
issue-3121	86	202	“	"	PUNCT
issue-3121	86	203	if	if	SCONJ
issue-3121	86	204	-	-	PUNCT
issue-3121	86	205	then	then	ADV
issue-3121	86	206	”	"	PUNCT
issue-3121	86	207	scheme	scheme	NOUN
issue-3121	86	208	transparency	transparency	NOUN
issue-3121	86	209	and	and	CCONJ
issue-3121	86	210	reproducibility	reproducibility	NOUN
issue-3121	86	211	of	of	ADP
issue-3121	86	212	rules	rule	NOUN
issue-3121	86	213	assessment	assessment	NOUN
issue-3121	86	214	system	system	NOUN
issue-3121	86	215	for	for	ADP
issue-3121	86	216	the	the	DET
issue-3121	86	217	alignment	alignment	NOUN
issue-3121	86	218	with	with	ADP
issue-3121	86	219	the	the	DET
issue-3121	86	220	fda	fda	PROPN
issue-3121	86	221	or	or	CCONJ
issue-3121	86	222	cmmi	cmmi	PROPN
issue-3121	86	223	requirements	requirement	NOUN
issue-3121	86	224	baltic	baltic	PROPN
issue-3121	86	225	journal	journal	PROPN
issue-3121	86	226	of	of	ADP
issue-3121	86	227	economic	economic	ADJ
issue-3121	86	228	studies	study	NOUN
issue-3121	86	229	210	210	NUM
issue-3121	86	230	vol	vol	NOUN
issue-3121	86	231	.	.	PUNCT
issue-3121	87	1	11	11	NUM
issue-3121	88	1	no	no	NOUN
issue-3121	88	2	.	.	NOUN
issue-3121	88	3	5	5	NUM
issue-3121	88	4	,	,	PUNCT
issue-3121	88	5	2025	2025	NUM
issue-3121	88	6	a	a	DET
issue-3121	88	7	primary	primary	ADJ
issue-3121	88	8	challenge	challenge	NOUN
issue-3121	88	9	in	in	ADP
issue-3121	88	10	this	this	DET
issue-3121	88	11	field	field	NOUN
issue-3121	88	12	is	be	AUX
issue-3121	88	13	to	to	PART
issue-3121	88	14	ensure	ensure	VERB
issue-3121	88	15	data	datum	NOUN
issue-3121	88	16	security	security	NOUN
issue-3121	88	17	.	.	PUNCT
issue-3121	89	1	the	the	DET
issue-3121	89	2	principal	principal	ADJ
issue-3121	89	3	threats	threat	NOUN
issue-3121	89	4	are	be	AUX
issue-3121	89	5	as	as	SCONJ
issue-3121	89	6	follows	follow	VERB
issue-3121	89	7	:	:	PUNCT
issue-3121	89	8	data	datum	NOUN
issue-3121	89	9	leakage	leakage	NOUN
issue-3121	89	10	and	and	CCONJ
issue-3121	89	11	cyberattacks	cyberattack	NOUN
issue-3121	89	12	on	on	ADP
issue-3121	89	13	systems	system	NOUN
issue-3121	89	14	with	with	ADP
issue-3121	89	15	the	the	DET
issue-3121	89	16	objective	objective	NOUN
issue-3121	89	17	of	of	ADP
issue-3121	89	18	seizing	seize	VERB
issue-3121	89	19	data	datum	NOUN
issue-3121	89	20	.	.	PUNCT
issue-3121	90	1	researchers	researcher	NOUN
issue-3121	90	2	at	at	ADP
issue-3121	90	3	the	the	DET
issue-3121	90	4	ai	ai	PROPN
issue-3121	90	5	security	security	NOUN
issue-3121	90	6	centre	centre	NOUN
issue-3121	90	7	have	have	AUX
issue-3121	90	8	identified	identify	VERB
issue-3121	90	9	two	two	NUM
issue-3121	90	10	categories	category	NOUN
issue-3121	90	11	of	of	ADP
issue-3121	90	12	ai	ai	ADJ
issue-3121	90	13	data	data	NOUN
issue-3121	90	14	breaches	breach	NOUN
issue-3121	90	15	:	:	PUNCT
issue-3121	90	16	the	the	DET
issue-3121	90	17	intentional	intentional	ADJ
issue-3121	90	18	misappropriation	misappropriation	NOUN
issue-3121	90	19	of	of	ADP
issue-3121	90	20	technology	technology	NOUN
issue-3121	90	21	for	for	ADP
issue-3121	90	22	the	the	DET
issue-3121	90	23	purpose	purpose	NOUN
issue-3121	90	24	of	of	ADP
issue-3121	90	25	causing	cause	VERB
issue-3121	90	26	further	further	ADJ
issue-3121	90	27	harm	harm	NOUN
issue-3121	90	28	,	,	PUNCT
issue-3121	90	29	and	and	CCONJ
issue-3121	90	30	organisational	organisational	ADJ
issue-3121	90	31	risks	risk	NOUN
issue-3121	90	32	.	.	PUNCT
issue-3121	91	1	to	to	PART
issue-3121	91	2	prevent	prevent	VERB
issue-3121	91	3	intentional	intentional	ADJ
issue-3121	91	4	misappropriation	misappropriation	NOUN
issue-3121	91	5	of	of	ADP
issue-3121	91	6	project	project	NOUN
issue-3121	91	7	data	datum	NOUN
issue-3121	91	8	,	,	PUNCT
issue-3121	91	9	they	they	PRON
issue-3121	91	10	suggest	suggest	AUX
issue-3121	91	11	taking	take	VERB
issue-3121	91	12	the	the	DET
issue-3121	91	13	following	follow	VERB
issue-3121	91	14	steps	step	NOUN
issue-3121	91	15	:	:	PUNCT
issue-3121	91	16	–	–	PUNCT
issue-3121	91	17	establish	establish	VERB
issue-3121	91	18	limited	limited	ADJ
issue-3121	91	19	access	access	NOUN
issue-3121	91	20	to	to	ADP
issue-3121	91	21	the	the	DET
issue-3121	91	22	ai	ai	NOUN
issue-3121	91	23	model	model	NOUN
issue-3121	91	24	;	;	PUNCT
issue-3121	91	25	–	–	PUNCT
issue-3121	91	26	constantly	constantly	ADV
issue-3121	91	27	monitor	monitor	VERB
issue-3121	91	28	the	the	DET
issue-3121	91	29	program	program	NOUN
issue-3121	91	30	and	and	CCONJ
issue-3121	91	31	software	software	NOUN
issue-3121	91	32	for	for	ADP
issue-3121	91	33	anomalous	anomalous	ADJ
issue-3121	91	34	behavior	behavior	NOUN
issue-3121	91	35	;	;	PUNCT
issue-3121	91	36	–	–	PUNCT
issue-3121	91	37	sign	sign	VERB
issue-3121	91	38	contracts	contract	NOUN
issue-3121	91	39	with	with	ADP
issue-3121	91	40	ai	ai	ADJ
issue-3121	91	41	developers	developer	NOUN
issue-3121	91	42	that	that	PRON
issue-3121	91	43	state	state	VERB
issue-3121	91	44	their	their	PRON
issue-3121	91	45	legal	legal	ADJ
issue-3121	91	46	responsibility	responsibility	NOUN
issue-3121	91	47	for	for	ADP
issue-3121	91	48	the	the	DET
issue-3121	91	49	security	security	NOUN
issue-3121	91	50	of	of	ADP
issue-3121	91	51	the	the	DET
issue-3121	91	52	system	system	NOUN
issue-3121	91	53	.	.	PUNCT
issue-3121	92	1	to	to	PART
issue-3121	92	2	avoid	avoid	VERB
issue-3121	92	3	organisational	organisational	ADJ
issue-3121	92	4	risks	risk	NOUN
issue-3121	92	5	,	,	PUNCT
issue-3121	92	6	which	which	PRON
issue-3121	92	7	can	can	AUX
issue-3121	92	8	also	also	ADV
issue-3121	92	9	lead	lead	VERB
issue-3121	92	10	to	to	ADP
issue-3121	92	11	data	datum	NOUN
issue-3121	92	12	leakage	leakage	NOUN
issue-3121	92	13	,	,	PUNCT
issue-3121	92	14	errors	error	NOUN
issue-3121	92	15	in	in	ADP
issue-3121	92	16	the	the	DET
issue-3121	92	17	ai	ai	NOUN
issue-3121	92	18	system	system	NOUN
issue-3121	92	19	,	,	PUNCT
issue-3121	92	20	etc	etc	X
issue-3121	92	21	.	.	X
issue-3121	92	22	,	,	PUNCT
issue-3121	92	23	it	it	PRON
issue-3121	92	24	is	be	AUX
issue-3121	92	25	proposed	propose	VERB
issue-3121	92	26	to	to	PART
issue-3121	92	27	:	:	PUNCT
issue-3121	92	28	–	–	PUNCT
issue-3121	92	29	periodically	periodically	ADV
issue-3121	92	30	increase	increase	VERB
issue-3121	92	31	the	the	DET
issue-3121	92	32	security	security	NOUN
issue-3121	92	33	culture	culture	NOUN
issue-3121	92	34	within	within	ADP
issue-3121	92	35	the	the	DET
issue-3121	92	36	company	company	NOUN
issue-3121	92	37	;	;	PUNCT
issue-3121	92	38	–	–	PUNCT
issue-3121	92	39	create	create	VERB
issue-3121	92	40	a	a	DET
issue-3121	92	41	special	special	ADJ
issue-3121	92	42	group	group	NOUN
issue-3121	92	43	that	that	PRON
issue-3121	92	44	would	would	AUX
issue-3121	92	45	periodically	periodically	ADV
issue-3121	92	46	check	check	VERB
issue-3121	92	47	the	the	DET
issue-3121	92	48	security	security	NOUN
issue-3121	92	49	of	of	ADP
issue-3121	92	50	processes	process	NOUN
issue-3121	92	51	;	;	PUNCT
issue-3121	92	52	–	–	PUNCT
issue-3121	92	53	test	test	NOUN
issue-3121	92	54	the	the	DET
issue-3121	92	55	ai	ai	ADJ
issue-3121	92	56	model	model	NOUN
issue-3121	92	57	before	before	ADP
issue-3121	92	58	a	a	DET
issue-3121	92	59	wider	wide	ADJ
issue-3121	92	60	launch	launch	NOUN
issue-3121	92	61	,	,	PUNCT
issue-3121	92	62	as	as	ADV
issue-3121	92	63	well	well	ADV
issue-3121	92	64	as	as	ADP
issue-3121	92	65	familiarise	familiarise	VERB
issue-3121	92	66	the	the	DET
issue-3121	92	67	project	project	NOUN
issue-3121	92	68	team	team	NOUN
issue-3121	92	69	with	with	ADP
issue-3121	92	70	the	the	DET
issue-3121	92	71	work	work	NOUN
issue-3121	92	72	of	of	ADP
issue-3121	92	73	ai	ai	VERB
issue-3121	92	74	in	in	ADP
issue-3121	92	75	order	order	NOUN
issue-3121	92	76	to	to	PART
issue-3121	92	77	avoid	avoid	VERB
issue-3121	92	78	further	further	ADJ
issue-3121	92	79	failures	failure	NOUN
issue-3121	92	80	in	in	ADP
issue-3121	92	81	the	the	DET
issue-3121	92	82	programme	programme	NOUN
issue-3121	92	83	due	due	ADP
issue-3121	92	84	to	to	ADP
issue-3121	92	85	employee	employee	NOUN
issue-3121	92	86	ignorance	ignorance	NOUN
issue-3121	92	87	;	;	PUNCT
issue-3121	92	88	–	–	PUNCT
issue-3121	92	89	regularly	regularly	ADV
issue-3121	92	90	conduct	conduct	VERB
issue-3121	92	91	security	security	NOUN
issue-3121	92	92	audits	audits	NOUN
issue-3121	92	93	;	;	PUNCT
issue-3121	92	94	–	–	PUNCT
issue-3121	92	95	use	use	VERB
issue-3121	92	96	data	data	NOUN
issue-3121	92	97	encryption	encryption	NOUN
issue-3121	92	98	and	and	CCONJ
issue-3121	92	99	multi	multi	ADJ
issue-3121	92	100	-	-	ADJ
issue-3121	92	101	level	level	ADJ
issue-3121	92	102	authentication	authentication	NOUN
issue-3121	92	103	(	(	PUNCT
issue-3121	92	104	hendrycks	hendryck	NOUN
issue-3121	92	105	,	,	PUNCT
issue-3121	92	106	mazeika	mazeika	NOUN
issue-3121	92	107	,	,	PUNCT
issue-3121	92	108	woodside	woodside	NOUN
issue-3121	92	109	,	,	PUNCT
issue-3121	92	110	2023	2023	NUM
issue-3121	92	111	)	)	PUNCT
issue-3121	92	112	.	.	PUNCT
issue-3121	93	1	as	as	SCONJ
issue-3121	93	2	previously	previously	ADV
issue-3121	93	3	referenced	reference	VERB
issue-3121	93	4	,	,	PUNCT
issue-3121	93	5	a	a	DET
issue-3121	93	6	number	number	NOUN
issue-3121	93	7	of	of	ADP
issue-3121	93	8	obstacles	obstacle	NOUN
issue-3121	93	9	exist	exist	VERB
issue-3121	93	10	which	which	PRON
issue-3121	93	11	hinder	hinder	VERB
issue-3121	93	12	the	the	DET
issue-3121	93	13	successful	successful	ADJ
issue-3121	93	14	integration	integration	NOUN
issue-3121	93	15	of	of	ADP
issue-3121	93	16	the	the	DET
issue-3121	93	17	ai	ai	NOUN
issue-3121	93	18	system	system	NOUN
issue-3121	93	19	.	.	PUNCT
issue-3121	94	1	these	these	PRON
issue-3121	94	2	include	include	VERB
issue-3121	94	3	the	the	DET
issue-3121	94	4	incompatibility	incompatibility	NOUN
issue-3121	94	5	of	of	ADP
issue-3121	94	6	existing	exist	VERB
issue-3121	94	7	data	datum	NOUN
issue-3121	94	8	formats	format	NOUN
issue-3121	94	9	,	,	PUNCT
issue-3121	94	10	their	their	PRON
issue-3121	94	11	imperfection	imperfection	NOUN
issue-3121	94	12	,	,	PUNCT
issue-3121	94	13	lack	lack	NOUN
issue-3121	94	14	of	of	ADP
issue-3121	94	15	completeness	completeness	NOUN
issue-3121	94	16	of	of	ADP
issue-3121	94	17	data	datum	NOUN
issue-3121	94	18	and	and	CCONJ
issue-3121	94	19	dispersion	dispersion	NOUN
issue-3121	94	20	of	of	ADP
issue-3121	94	21	data	datum	NOUN
issue-3121	94	22	across	across	ADP
issue-3121	94	23	different	different	ADJ
issue-3121	94	24	departments	department	NOUN
issue-3121	94	25	.	.	PUNCT
issue-3121	95	1	this	this	DET
issue-3121	95	2	results	result	VERB
issue-3121	95	3	in	in	ADP
issue-3121	95	4	failures	failure	NOUN
issue-3121	95	5	in	in	ADP
issue-3121	95	6	the	the	DET
issue-3121	95	7	operation	operation	NOUN
issue-3121	95	8	of	of	ADP
issue-3121	95	9	the	the	DET
issue-3121	95	10	ai	ai	NOUN
issue-3121	95	11	system	system	NOUN
issue-3121	95	12	and	and	CCONJ
issue-3121	95	13	unreliable	unreliable	ADJ
issue-3121	95	14	results	result	NOUN
issue-3121	95	15	that	that	SCONJ
issue-3121	95	16	the	the	DET
issue-3121	95	17	model	model	NOUN
issue-3121	95	18	will	will	AUX
issue-3121	95	19	display	display	VERB
issue-3121	95	20	based	base	VERB
issue-3121	95	21	on	on	ADP
issue-3121	95	22	the	the	DET
issue-3121	95	23	available	available	ADJ
issue-3121	95	24	incomplete	incomplete	ADJ
issue-3121	95	25	data	datum	NOUN
issue-3121	95	26	.	.	PUNCT
issue-3121	96	1	as	as	SCONJ
issue-3121	96	2	indicated	indicate	VERB
issue-3121	96	3	by	by	ADP
issue-3121	96	4	research	research	NOUN
issue-3121	96	5	undertaken	undertake	VERB
issue-3121	96	6	by	by	ADP
issue-3121	96	7	the	the	DET
issue-3121	96	8	pmi	pmi	PROPN
issue-3121	96	9	,	,	PUNCT
issue-3121	96	10	one	one	NUM
issue-3121	96	11	of	of	ADP
issue-3121	96	12	the	the	DET
issue-3121	96	13	significant	significant	ADJ
issue-3121	96	14	steps	step	NOUN
issue-3121	96	15	on	on	ADP
issue-3121	96	16	the	the	DET
issue-3121	96	17	way	way	NOUN
issue-3121	96	18	to	to	ADP
issue-3121	96	19	unifying	unify	VERB
issue-3121	96	20	existing	exist	VERB
issue-3121	96	21	data	datum	NOUN
issue-3121	96	22	and	and	CCONJ
issue-3121	96	23	organising	organise	VERB
issue-3121	96	24	it	it	PRON
issue-3121	96	25	for	for	ADP
issue-3121	96	26	further	further	ADJ
issue-3121	96	27	implementation	implementation	NOUN
issue-3121	96	28	in	in	ADP
issue-3121	96	29	ai	ai	ADJ
issue-3121	96	30	systems	system	NOUN
issue-3121	96	31	is	be	AUX
issue-3121	96	32	communication	communication	NOUN
issue-3121	96	33	between	between	ADP
issue-3121	96	34	all	all	DET
issue-3121	96	35	departments	department	NOUN
issue-3121	96	36	involved	involve	VERB
issue-3121	96	37	in	in	ADP
issue-3121	96	38	the	the	DET
issue-3121	96	39	project	project	NOUN
issue-3121	96	40	(	(	PUNCT
issue-3121	96	41	project	project	NOUN
issue-3121	96	42	management	management	NOUN
issue-3121	96	43	institute	institute	NOUN
issue-3121	96	44	,	,	PUNCT
issue-3121	96	45	2020	2020	NUM
issue-3121	96	46	)	)	PUNCT
issue-3121	96	47	.	.	PUNCT
issue-3121	97	1	it	it	PRON
issue-3121	97	2	is	be	AUX
issue-3121	97	3	generally	generally	ADV
issue-3121	97	4	proposed	propose	VERB
issue-3121	97	5	that	that	SCONJ
issue-3121	97	6	the	the	DET
issue-3121	97	7	integration	integration	NOUN
issue-3121	97	8	of	of	ADP
issue-3121	97	9	the	the	DET
issue-3121	97	10	ai	ai	NOUN
issue-3121	97	11	model	model	NOUN
issue-3121	97	12	with	with	ADP
issue-3121	97	13	the	the	DET
issue-3121	97	14	existing	exist	VERB
issue-3121	97	15	systems	system	NOUN
issue-3121	97	16	should	should	AUX
issue-3121	97	17	be	be	AUX
issue-3121	97	18	implemented	implement	VERB
issue-3121	97	19	in	in	ADP
issue-3121	97	20	a	a	DET
issue-3121	97	21	phased	phase	VERB
issue-3121	97	22	manner	manner	NOUN
issue-3121	97	23	(	(	PUNCT
issue-3121	97	24	see	see	VERB
issue-3121	97	25	fig	fig	NOUN
issue-3121	97	26	.	.	PUNCT
issue-3121	98	1	1	1	NUM
issue-3121	98	2	)	)	PUNCT
issue-3121	98	3	.	.	PUNCT
issue-3121	99	1	subsequent	subsequent	ADJ
issue-3121	99	2	to	to	ADP
issue-3121	99	3	the	the	DET
issue-3121	99	4	implementation	implementation	NOUN
issue-3121	99	5	of	of	ADP
issue-3121	99	6	an	an	DET
issue-3121	99	7	ai	ai	NOUN
issue-3121	99	8	model	model	NOUN
issue-3121	99	9	,	,	PUNCT
issue-3121	99	10	the	the	DET
issue-3121	99	11	following	follow	VERB
issue-3121	99	12	step	step	NOUN
issue-3121	99	13	is	be	AUX
issue-3121	99	14	to	to	PART
issue-3121	99	15	scale	scale	VERB
issue-3121	99	16	and	and	CCONJ
issue-3121	99	17	provide	provide	VERB
issue-3121	99	18	further	further	ADJ
issue-3121	99	19	support	support	NOUN
issue-3121	99	20	for	for	ADP
issue-3121	99	21	the	the	DET
issue-3121	99	22	system	system	NOUN
issue-3121	99	23	.	.	PUNCT
issue-3121	100	1	however	however	ADV
issue-3121	100	2	,	,	PUNCT
issue-3121	100	3	the	the	DET
issue-3121	100	4	transition	transition	NOUN
issue-3121	100	5	from	from	ADP
issue-3121	100	6	proof	proof	NOUN
issue-3121	100	7	-	-	PUNCT
issue-3121	100	8	of	of	ADP
issue-3121	100	9	-	-	PUNCT
issue-3121	100	10	concept	concept	NOUN
issue-3121	100	11	(	(	PUNCT
issue-3121	100	12	poc	poc	NOUN
issue-3121	100	13	)	)	PUNCT
issue-3121	100	14	to	to	ADP
issue-3121	100	15	industrial	industrial	ADJ
issue-3121	100	16	-	-	PUNCT
issue-3121	100	17	scale	scale	NOUN
issue-3121	100	18	operation	operation	NOUN
issue-3121	100	19	is	be	AUX
issue-3121	100	20	often	often	ADV
issue-3121	100	21	delayed	delay	VERB
issue-3121	100	22	,	,	PUNCT
issue-3121	100	23	because	because	SCONJ
issue-3121	100	24	in	in	ADP
issue-3121	100	25	order	order	NOUN
issue-3121	100	26	to	to	PART
issue-3121	100	27	spread	spread	VERB
issue-3121	100	28	the	the	DET
issue-3121	100	29	model	model	NOUN
issue-3121	100	30	to	to	ADP
issue-3121	100	31	other	other	ADJ
issue-3121	100	32	processes	process	NOUN
issue-3121	100	33	,	,	PUNCT
issue-3121	100	34	even	even	ADV
issue-3121	100	35	with	with	ADP
issue-3121	100	36	successful	successful	ADJ
issue-3121	100	37	implementation	implementation	NOUN
issue-3121	100	38	,	,	PUNCT
issue-3121	100	39	it	it	PRON
issue-3121	100	40	requires	require	VERB
issue-3121	100	41	adaptation	adaptation	NOUN
issue-3121	100	42	for	for	ADP
issue-3121	100	43	other	other	ADJ
issue-3121	100	44	types	type	NOUN
issue-3121	100	45	of	of	ADP
issue-3121	100	46	work	work	NOUN
issue-3121	100	47	or	or	CCONJ
issue-3121	100	48	regarding	regard	VERB
issue-3121	100	49	other	other	ADJ
issue-3121	100	50	products	product	NOUN
issue-3121	100	51	.	.	PUNCT
issue-3121	101	1	in	in	ADP
issue-3121	101	2	order	order	NOUN
issue-3121	101	3	to	to	PART
issue-3121	101	4	achieve	achieve	VERB
issue-3121	101	5	this	this	DET
issue-3121	101	6	objective	objective	NOUN
issue-3121	101	7	,	,	PUNCT
issue-3121	101	8	it	it	PRON
issue-3121	101	9	is	be	AUX
issue-3121	101	10	possible	possible	ADJ
issue-3121	101	11	to	to	PART
issue-3121	101	12	prepare	prepare	VERB
issue-3121	101	13	implementation	implementation	NOUN
issue-3121	101	14	instructions	instruction	NOUN
issue-3121	101	15	and	and	CCONJ
issue-3121	101	16	guidelines	guideline	NOUN
issue-3121	101	17	(	(	PUNCT
issue-3121	101	18	knowledge	knowledge	NOUN
issue-3121	101	19	transfer	transfer	NOUN
issue-3121	101	20	)	)	PUNCT
issue-3121	101	21	for	for	ADP
issue-3121	101	22	other	other	ADJ
issue-3121	101	23	teams	team	NOUN
issue-3121	101	24	.	.	PUNCT
issue-3121	102	1	consequently	consequently	ADV
issue-3121	102	2	,	,	PUNCT
issue-3121	102	3	a	a	DET
issue-3121	102	4	team	team	NOUN
issue-3121	102	5	that	that	PRON
issue-3121	102	6	has	have	AUX
issue-3121	102	7	previously	previously	ADV
issue-3121	102	8	executed	execute	VERB
issue-3121	102	9	a	a	DET
issue-3121	102	10	successful	successful	ADJ
issue-3121	102	11	launch	launch	NOUN
issue-3121	102	12	of	of	ADP
issue-3121	102	13	an	an	DET
issue-3121	102	14	ai	ai	NOUN
issue-3121	102	15	model	model	NOUN
issue-3121	102	16	will	will	AUX
issue-3121	102	17	possess	possess	VERB
issue-3121	102	18	the	the	DET
issue-3121	102	19	capability	capability	NOUN
issue-3121	102	20	to	to	PART
issue-3121	102	21	expedite	expedite	VERB
issue-3121	102	22	the	the	DET
issue-3121	102	23	process	process	NOUN
issue-3121	102	24	and	and	CCONJ
issue-3121	102	25	circumvent	circumvent	VERB
issue-3121	102	26	errors	error	NOUN
issue-3121	102	27	and	and	CCONJ
issue-3121	102	28	delays	delay	NOUN
issue-3121	102	29	for	for	ADP
issue-3121	102	30	those	those	PRON
issue-3121	102	31	who	who	PRON
issue-3121	102	32	will	will	AUX
issue-3121	102	33	implement	implement	VERB
issue-3121	102	34	this	this	DET
issue-3121	102	35	solution	solution	NOUN
issue-3121	102	36	in	in	ADP
issue-3121	102	37	their	their	PRON
issue-3121	102	38	work	work	NOUN
issue-3121	102	39	.	.	PUNCT
issue-3121	103	1	moreover	moreover	ADV
issue-3121	103	2	,	,	PUNCT
issue-3121	103	3	it	it	PRON
issue-3121	103	4	is	be	AUX
issue-3121	103	5	imperative	imperative	ADJ
issue-3121	103	6	to	to	PART
issue-3121	103	7	undertake	undertake	VERB
issue-3121	103	8	periodic	periodic	ADJ
issue-3121	103	9	retraining	retraining	NOUN
issue-3121	103	10	of	of	ADP
issue-3121	103	11	personnel	personnel	NOUN
issue-3121	103	12	,	,	PUNCT
issue-3121	103	13	as	as	SCONJ
issue-3121	103	14	it	it	PRON
issue-3121	103	15	may	may	AUX
issue-3121	103	16	be	be	AUX
issue-3121	103	17	feasible	feasible	ADJ
issue-3121	103	18	to	to	PART
issue-3121	103	19	enhance	enhance	VERB
issue-3121	103	20	the	the	DET
issue-3121	103	21	efficacy	efficacy	NOUN
issue-3121	103	22	of	of	ADP
issue-3121	103	23	the	the	DET
issue-3121	103	24	existing	exist	VERB
issue-3121	103	25	model	model	NOUN
issue-3121	103	26	through	through	ADP
issue-3121	103	27	the	the	DET
issue-3121	103	28	incorporation	incorporation	NOUN
issue-3121	103	29	of	of	ADP
issue-3121	103	30	additional	additional	ADJ
issue-3121	103	31	functionalities	functionality	NOUN
issue-3121	103	32	or	or	CCONJ
issue-3121	103	33	technological	technological	ADJ
issue-3121	103	34	updates	update	NOUN
issue-3121	103	35	.	.	PUNCT
issue-3121	104	1	it	it	PRON
issue-3121	104	2	is	be	AUX
issue-3121	104	3	also	also	ADV
issue-3121	104	4	imperative	imperative	ADJ
issue-3121	104	5	to	to	PART
issue-3121	104	6	continue	continue	VERB
issue-3121	104	7	to	to	PART
issue-3121	104	8	monitor	monitor	VERB
issue-3121	104	9	the	the	DET
issue-3121	104	10	performance	performance	NOUN
issue-3121	104	11	of	of	ADP
issue-3121	104	12	the	the	DET
issue-3121	104	13	model	model	NOUN
issue-3121	104	14	(	(	PUNCT
issue-3121	104	15	model	model	NOUN
issue-3121	104	16	drift	drift	NOUN
issue-3121	104	17	monitoring	monitoring	NOUN
issue-3121	104	18	)	)	PUNCT
issue-3121	104	19	to	to	PART
issue-3121	104	20	avoid	avoid	VERB
issue-3121	104	21	failure	failure	NOUN
issue-3121	104	22	in	in	ADP
issue-3121	104	23	the	the	DET
issue-3121	104	24	operation	operation	NOUN
issue-3121	104	25	of	of	ADP
issue-3121	104	26	algorithms	algorithm	NOUN
issue-3121	104	27	.	.	PUNCT
issue-3121	105	1	in	in	ADP
issue-3121	105	2	addition	addition	NOUN
issue-3121	105	3	to	to	ADP
issue-3121	105	4	internal	internal	ADJ
issue-3121	105	5	training	training	NOUN
issue-3121	105	6	,	,	PUNCT
issue-3121	105	7	it	it	PRON
issue-3121	105	8	is	be	AUX
issue-3121	105	9	important	important	ADJ
issue-3121	105	10	that	that	PRON
issue-3121	105	11	ai	ai	VERB
issue-3121	105	12	work	work	NOUN
issue-3121	105	13	remains	remain	VERB
issue-3121	105	14	transparent	transparent	ADJ
issue-3121	105	15	and	and	CCONJ
issue-3121	105	16	accessible	accessible	ADJ
issue-3121	105	17	to	to	ADP
issue-3121	105	18	external	external	ADJ
issue-3121	105	19	consumers	consumer	NOUN
issue-3121	105	20	,	,	PUNCT
issue-3121	105	21	clients	client	NOUN
issue-3121	105	22	,	,	PUNCT
issue-3121	105	23	partners	partner	NOUN
issue-3121	105	24	and	and	CCONJ
issue-3121	105	25	auditors	auditor	NOUN
issue-3121	105	26	(	(	PUNCT
issue-3121	105	27	explainable	explainable	ADJ
issue-3121	105	28	ai	ai	NOUN
issue-3121	105	29	,	,	PUNCT
issue-3121	105	30	or	or	CCONJ
issue-3121	105	31	xai	xai	PROPN
issue-3121	105	32	)	)	PUNCT
issue-3121	105	33	.	.	PUNCT
issue-3121	106	1	xai	xai	PROPN
issue-3121	106	2	should	should	AUX
issue-3121	106	3	enable	enable	VERB
issue-3121	106	4	the	the	DET
issue-3121	106	5	system	system	NOUN
issue-3121	106	6	's	's	PART
issue-3121	106	7	competencies	competency	NOUN
issue-3121	106	8	and	and	CCONJ
issue-3121	106	9	understanding	understanding	NOUN
issue-3121	106	10	to	to	PART
issue-3121	106	11	be	be	AUX
issue-3121	106	12	explained	explain	VERB
issue-3121	106	13	,	,	PUNCT
issue-3121	106	14	as	as	ADV
issue-3121	106	15	well	well	ADV
issue-3121	106	16	as	as	ADP
issue-3121	106	17	its	its	PRON
issue-3121	106	18	past	past	ADJ
issue-3121	106	19	actions	action	NOUN
issue-3121	106	20	,	,	PUNCT
issue-3121	106	21	current	current	ADJ
issue-3121	106	22	processes	process	NOUN
issue-3121	106	23	and	and	CCONJ
issue-3121	106	24	future	future	ADJ
issue-3121	106	25	steps	step	NOUN
issue-3121	106	26	.	.	PUNCT
issue-3121	107	1	it	it	PRON
issue-3121	107	2	should	should	AUX
issue-3121	107	3	also	also	ADV
issue-3121	107	4	disclose	disclose	VERB
issue-3121	107	5	the	the	DET
issue-3121	107	6	information	information	NOUN
issue-3121	107	7	on	on	ADP
issue-3121	107	8	which	which	PRON
issue-3121	107	9	its	its	PRON
issue-3121	107	10	actions	action	NOUN
issue-3121	107	11	are	be	AUX
issue-3121	107	12	based	base	VERB
issue-3121	107	13	(	(	PUNCT
issue-3121	107	14	bernardo	bernardo	NOUN
issue-3121	107	15	,	,	PUNCT
issue-3121	107	16	2023	2023	NUM
issue-3121	107	17	)	)	PUNCT
issue-3121	107	18	.	.	PUNCT
issue-3121	108	1	transparency	transparency	NOUN
issue-3121	108	2	in	in	ADP
issue-3121	108	3	ai	ai	ADJ
issue-3121	108	4	decision	decision	NOUN
issue-3121	108	5	-	-	PUNCT
issue-3121	108	6	making	making	NOUN
issue-3121	108	7	is	be	AUX
issue-3121	108	8	crucial	crucial	ADJ
issue-3121	108	9	in	in	ADP
issue-3121	108	10	high	high	ADJ
issue-3121	108	11	-	-	PUNCT
issue-3121	108	12	risk	risk	NOUN
issue-3121	108	13	sectors	sector	NOUN
issue-3121	108	14	such	such	ADJ
issue-3121	108	15	as	as	ADP
issue-3121	108	16	pharmaceuticals	pharmaceutical	NOUN
issue-3121	108	17	,	,	PUNCT
issue-3121	108	18	medicine	medicine	NOUN
issue-3121	108	19	,	,	PUNCT
issue-3121	108	20	aviation	aviation	NOUN
issue-3121	108	21	and	and	CCONJ
issue-3121	108	22	defence	defence	NOUN
issue-3121	108	23	.	.	PUNCT
issue-3121	109	1	xai	xai	PROPN
issue-3121	109	2	can	can	AUX
issue-3121	109	3	help	help	VERB
issue-3121	109	4	explain	explain	VERB
issue-3121	109	5	why	why	SCONJ
issue-3121	109	6	a	a	DET
issue-3121	109	7	model	model	NOUN
issue-3121	109	8	has	have	AUX
issue-3121	109	9	rejected	reject	VERB
issue-3121	109	10	a	a	DET
issue-3121	109	11	certain	certain	ADJ
issue-3121	109	12	product	product	NOUN
issue-3121	109	13	,	,	PUNCT
issue-3121	109	14	thereby	thereby	ADV
issue-3121	109	15	helping	help	VERB
issue-3121	109	16	companies	company	NOUN
issue-3121	109	17	to	to	PART
issue-3121	109	18	avoid	avoid	VERB
issue-3121	109	19	additional	additional	ADJ
issue-3121	109	20	risks	risk	NOUN
issue-3121	109	21	,	,	PUNCT
issue-3121	109	22	such	such	ADJ
issue-3121	109	23	as	as	ADP
issue-3121	109	24	lawsuits	lawsuit	NOUN
issue-3121	109	25	,	,	PUNCT
issue-3121	109	26	reduced	reduce	VERB
issue-3121	109	27	customer	customer	NOUN
issue-3121	109	28	trust	trust	NOUN
issue-3121	109	29	and	and	CCONJ
issue-3121	109	30	reputational	reputational	ADJ
issue-3121	109	31	damage	damage	NOUN
issue-3121	109	32	.	.	PUNCT
issue-3121	110	1	the	the	DET
issue-3121	110	2	sequential	sequential	ADJ
issue-3121	110	3	process	process	NOUN
issue-3121	110	4	of	of	ADP
issue-3121	110	5	implementing	implement	VERB
issue-3121	110	6	and	and	CCONJ
issue-3121	110	7	further	far	ADV
issue-3121	110	8	operating	operate	VERB
issue-3121	110	9	ai	ai	VERB
issue-3121	110	10	in	in	ADP
issue-3121	110	11	the	the	DET
issue-3121	110	12	quality	quality	NOUN
issue-3121	110	13	control	control	NOUN
issue-3121	110	14	system	system	NOUN
issue-3121	110	15	can	can	AUX
issue-3121	110	16	be	be	AUX
issue-3121	110	17	timeconsuming	timeconsuming	ADJ
issue-3121	110	18	and	and	CCONJ
issue-3121	110	19	require	require	VERB
issue-3121	110	20	significant	significant	ADJ
issue-3121	110	21	investments	investment	NOUN
issue-3121	110	22	and	and	CCONJ
issue-3121	110	23	costs	cost	NOUN
issue-3121	110	24	.	.	PUNCT
issue-3121	111	1	as	as	SCONJ
issue-3121	111	2	previously	previously	ADV
issue-3121	111	3	stated	state	VERB
issue-3121	111	4	,	,	PUNCT
issue-3121	111	5	the	the	DET
issue-3121	111	6	integration	integration	NOUN
issue-3121	111	7	of	of	ADP
issue-3121	111	8	artificial	artificial	ADJ
issue-3121	111	9	intelligence	intelligence	NOUN
issue-3121	111	10	into	into	ADP
issue-3121	111	11	occupational	occupational	ADJ
issue-3121	111	12	projects	project	NOUN
issue-3121	111	13	does	do	AUX
issue-3121	111	14	not	not	PART
issue-3121	111	15	always	always	ADV
issue-3121	111	16	result	result	VERB
issue-3121	111	17	in	in	ADP
issue-3121	111	18	success	success	NOUN
issue-3121	111	19	,	,	PUNCT
issue-3121	111	20	despite	despite	SCONJ
issue-3121	111	21	substantial	substantial	ADJ
issue-3121	111	22	financial	financial	ADJ
issue-3121	111	23	investments	investment	NOUN
issue-3121	111	24	.	.	PUNCT
issue-3121	112	1	the	the	DET
issue-3121	112	2	ability	ability	NOUN
issue-3121	112	3	to	to	PART
issue-3121	112	4	assess	assess	VERB
issue-3121	112	5	the	the	DET
issue-3121	112	6	effectiveness	effectiveness	NOUN
issue-3121	112	7	of	of	ADP
issue-3121	112	8	implementing	implement	VERB
issue-3121	112	9	ai	ai	VERB
issue-3121	112	10	in	in	ADP
issue-3121	112	11	project	project	NOUN
issue-3121	112	12	quality	quality	NOUN
issue-3121	112	13	management	management	NOUN
issue-3121	112	14	is	be	AUX
issue-3121	112	15	an	an	DET
issue-3121	112	16	important	important	ADJ
issue-3121	112	17	stage	stage	NOUN
issue-3121	112	18	that	that	PRON
issue-3121	112	19	can	can	AUX
issue-3121	112	20	prevent	prevent	VERB
issue-3121	112	21	the	the	DET
issue-3121	112	22	aforementioned	aforementioned	ADJ
issue-3121	112	23	mistakes	mistake	NOUN
issue-3121	112	24	,	,	PUNCT
issue-3121	112	25	which	which	PRON
issue-3121	112	26	can	can	AUX
issue-3121	112	27	result	result	VERB
issue-3121	112	28	in	in	ADP
issue-3121	112	29	significant	significant	ADJ
issue-3121	112	30	losses	loss	NOUN
issue-3121	112	31	of	of	ADP
issue-3121	112	32	investment	investment	NOUN
issue-3121	112	33	and	and	CCONJ
issue-3121	112	34	time	time	NOUN
issue-3121	112	35	.	.	PUNCT
issue-3121	113	1	these	these	DET
issue-3121	113	2	mistakes	mistake	NOUN
issue-3121	113	3	can	can	AUX
issue-3121	113	4	put	put	VERB
issue-3121	113	5	the	the	DET
issue-3121	113	6	project	project	NOUN
issue-3121	113	7	at	at	ADP
issue-3121	113	8	risk	risk	NOUN
issue-3121	113	9	or	or	CCONJ
issue-3121	113	10	even	even	ADV
issue-3121	113	11	lead	lead	VERB
issue-3121	113	12	to	to	ADP
issue-3121	113	13	its	its	PRON
issue-3121	113	14	closure	closure	NOUN
issue-3121	113	15	.	.	PUNCT
issue-3121	114	1	therefore	therefore	ADV
issue-3121	114	2	,	,	PUNCT
issue-3121	114	3	before	before	SCONJ
issue-3121	114	4	integrating	integrate	VERB
issue-3121	114	5	ai	ai	VERB
issue-3121	114	6	into	into	ADP
issue-3121	114	7	work	work	NOUN
issue-3121	114	8	and	and	CCONJ
issue-3121	114	9	projects	project	NOUN
issue-3121	114	10	,	,	PUNCT
issue-3121	114	11	it	it	PRON
issue-3121	114	12	is	be	AUX
issue-3121	114	13	necessary	necessary	ADJ
issue-3121	114	14	to	to	PART
issue-3121	114	15	assess	assess	VERB
issue-3121	114	16	the	the	DET
issue-3121	114	17	feasibility	feasibility	NOUN
issue-3121	114	18	of	of	ADP
issue-3121	114	19	doing	do	VERB
issue-3121	114	20	so	so	ADV
issue-3121	114	21	.	.	PUNCT
issue-3121	115	1	the	the	DET
issue-3121	115	2	authors	author	NOUN
issue-3121	115	3	have	have	AUX
issue-3121	115	4	identified	identify	VERB
issue-3121	115	5	the	the	DET
issue-3121	115	6	following	following	NOUN
issue-3121	115	7	as	as	ADP
issue-3121	115	8	the	the	DET
issue-3121	115	9	main	main	ADJ
issue-3121	115	10	economic	economic	ADJ
issue-3121	115	11	evaluation	evaluation	NOUN
issue-3121	115	12	models	model	NOUN
issue-3121	115	13	:	:	PUNCT
issue-3121	115	14	roi	roi	NOUN
issue-3121	115	15	(	(	PUNCT
issue-3121	115	16	return	return	VERB
issue-3121	115	17	on	on	ADP
issue-3121	115	18	investment	investment	NOUN
issue-3121	115	19	)	)	PUNCT
issue-3121	115	20	,	,	PUNCT
issue-3121	115	21	tco	tco	NOUN
issue-3121	115	22	(	(	PUNCT
issue-3121	115	23	total	total	ADJ
issue-3121	115	24	cost	cost	NOUN
issue-3121	115	25	of	of	ADP
issue-3121	115	26	ownership	ownership	NOUN
issue-3121	115	27	)	)	PUNCT
issue-3121	115	28	,	,	PUNCT
issue-3121	115	29	npv	npv	PROPN
issue-3121	115	30	(	(	PUNCT
issue-3121	115	31	net	net	ADJ
issue-3121	115	32	present	present	ADJ
issue-3121	115	33	value	value	NOUN
issue-3121	115	34	)	)	PUNCT
issue-3121	115	35	and	and	CCONJ
issue-3121	115	36	irr	irr	NOUN
issue-3121	115	37	(	(	PUNCT
issue-3121	115	38	internal	internal	ADJ
issue-3121	115	39	rate	rate	NOUN
issue-3121	115	40	of	of	ADP
issue-3121	115	41	return	return	NOUN
issue-3121	115	42	)	)	PUNCT
issue-3121	115	43	.	.	PUNCT
issue-3121	116	1	these	these	DET
issue-3121	116	2	models	model	NOUN
issue-3121	116	3	can	can	AUX
issue-3121	116	4	quickly	quickly	ADV
issue-3121	116	5	demonstrate	demonstrate	VERB
issue-3121	116	6	the	the	DET
issue-3121	116	7	economic	economic	ADJ
issue-3121	116	8	benefits	benefit	NOUN
issue-3121	116	9	and	and	CCONJ
issue-3121	116	10	potential	potential	NOUN
issue-3121	116	11	of	of	ADP
issue-3121	116	12	an	an	DET
issue-3121	116	13	ai	ai	NOUN
issue-3121	116	14	model	model	NOUN
issue-3121	116	15	.	.	PUNCT
issue-3121	117	1	roi	roi	NOUN
issue-3121	117	2	simply	simply	ADV
issue-3121	117	3	determines	determine	VERB
issue-3121	117	4	the	the	DET
issue-3121	117	5	'	'	PUNCT
issue-3121	117	6	cost	cost	NOUN
issue-3121	117	7	/	/	SYM
issue-3121	117	8	benefit	benefit	NOUN
issue-3121	117	9	'	'	PUNCT
issue-3121	117	10	ratio	ratio	NOUN
issue-3121	117	11	.	.	PUNCT
issue-3121	118	1	for	for	ADP
issue-3121	118	2	example	example	NOUN
issue-3121	118	3	,	,	PUNCT
issue-3121	118	4	the	the	DET
issue-3121	118	5	initial	initial	ADJ
issue-3121	118	6	cost	cost	NOUN
issue-3121	118	7	of	of	ADP
issue-3121	118	8	an	an	DET
issue-3121	118	9	ai	ai	NOUN
issue-3121	118	10	system	system	NOUN
issue-3121	118	11	is	be	AUX
issue-3121	118	12	100,000	100,000	NUM
issue-3121	118	13	usd	usd	NOUN
issue-3121	118	14	,	,	PUNCT
issue-3121	118	15	with	with	ADP
issue-3121	118	16	annual	annual	ADJ
issue-3121	118	17	savings	saving	NOUN
issue-3121	118	18	planned	plan	VERB
issue-3121	118	19	at	at	ADP
issue-3121	118	20	150,000	150,000	NUM
issue-3121	118	21	usd	usd	NOUN
issue-3121	118	22	.	.	PUNCT
issue-3121	119	1	thus	thus	ADV
issue-3121	119	2	,	,	PUNCT
issue-3121	119	3	the	the	DET
issue-3121	119	4	roi	roi	NOUN
issue-3121	119	5	is	be	AUX
issue-3121	119	6	equal	equal	ADJ
issue-3121	119	7	to	to	ADP
issue-3121	119	8	(	(	PUNCT
issue-3121	119	9	(	(	PUNCT
issue-3121	119	10	150,000	150,000	NUM
issue-3121	119	11	–	–	SYM
issue-3121	119	12	100,000	100,000	NUM
issue-3121	119	13	)	)	PUNCT
issue-3121	119	14	/	/	SYM
issue-3121	119	15	100,000	100,000	NUM
issue-3121	119	16	)	)	PUNCT
issue-3121	119	17	×	×	NOUN
issue-3121	119	18	100	100	NUM
issue-3121	119	19	%	%	NOUN
issue-3121	119	20	,	,	PUNCT
issue-3121	119	21	which	which	PRON
issue-3121	119	22	is	be	AUX
issue-3121	119	23	50	50	NUM
issue-3121	119	24	%	%	NOUN
issue-3121	119	25	.	.	PUNCT
issue-3121	120	1	this	this	DET
issue-3121	120	2	ai	ai	VERB
issue-3121	120	3	model	model	NOUN
issue-3121	120	4	will	will	AUX
issue-3121	120	5	therefore	therefore	ADV
issue-3121	120	6	lead	lead	VERB
issue-3121	120	7	to	to	ADP
issue-3121	120	8	an	an	DET
issue-3121	120	9	economic	economic	ADJ
issue-3121	120	10	benefit	benefit	NOUN
issue-3121	120	11	of	of	ADP
issue-3121	120	12	50	50	NUM
issue-3121	120	13	%	%	NOUN
issue-3121	120	14	from	from	ADP
issue-3121	120	15	implementing	implement	VERB
issue-3121	120	16	ai	ai	NOUN
issue-3121	120	17	.	.	PUNCT
issue-3121	121	1	the	the	DET
issue-3121	121	2	only	only	ADJ
issue-3121	121	3	thing	thing	NOUN
issue-3121	121	4	roi	roi	NOUN
issue-3121	121	5	does	do	AUX
issue-3121	121	6	not	not	PART
issue-3121	121	7	take	take	VERB
issue-3121	121	8	into	into	ADP
issue-3121	121	9	account	account	NOUN
issue-3121	121	10	is	be	AUX
issue-3121	121	11	the	the	DET
issue-3121	121	12	time	time	NOUN
issue-3121	121	13	factor	factor	NOUN
issue-3121	121	14	:	:	PUNCT
issue-3121	121	15	when	when	SCONJ
issue-3121	121	16	will	will	AUX
issue-3121	121	17	this	this	DET
issue-3121	121	18	50	50	NUM
issue-3121	121	19	%	%	NOUN
issue-3121	121	20	benefit	benefit	NOUN
issue-3121	121	21	be	be	AUX
issue-3121	121	22	obtained	obtain	VERB
issue-3121	121	23	?	?	PUNCT
issue-3121	122	1	the	the	DET
issue-3121	122	2	tco	tco	NOUN
issue-3121	122	3	model	model	NOUN
issue-3121	122	4	will	will	AUX
issue-3121	122	5	help	help	VERB
issue-3121	122	6	to	to	PART
issue-3121	122	7	close	close	VERB
issue-3121	122	8	this	this	DET
issue-3121	122	9	gap	gap	NOUN
issue-3121	122	10	to	to	ADP
issue-3121	122	11	some	some	DET
issue-3121	122	12	extent	extent	NOUN
issue-3121	122	13	,	,	PUNCT
issue-3121	122	14	as	as	SCONJ
issue-3121	122	15	it	it	PRON
issue-3121	122	16	estimates	estimate	VERB
issue-3121	122	17	direct	direct	ADJ
issue-3121	122	18	and	and	CCONJ
issue-3121	122	19	indirect	indirect	ADJ
issue-3121	122	20	costs	cost	NOUN
issue-3121	122	21	over	over	ADP
issue-3121	122	22	the	the	DET
issue-3121	122	23	baltic	baltic	ADJ
issue-3121	122	24	journal	journal	PROPN
issue-3121	122	25	of	of	ADP
issue-3121	122	26	economic	economic	ADJ
issue-3121	122	27	studies	study	NOUN
issue-3121	122	28	211	211	NUM
issue-3121	122	29	vol	vol	NOUN
issue-3121	122	30	.	.	PUNCT
issue-3121	123	1	11	11	NUM
issue-3121	124	1	no	no	NOUN
issue-3121	124	2	.	.	NOUN
issue-3121	124	3	5	5	NUM
issue-3121	124	4	,	,	PUNCT
issue-3121	124	5	2025	2025	NUM
issue-3121	124	6	figure	figure	NOUN
issue-3121	124	7	1	1	NUM
issue-3121	124	8	.	.	PUNCT
issue-3121	124	9	stages	stage	NOUN
issue-3121	124	10	of	of	ADP
issue-3121	124	11	ai	ai	ADJ
issue-3121	124	12	implementation	implementation	NOUN
issue-3121	124	13	into	into	ADP
issue-3121	124	14	the	the	DET
issue-3121	124	15	existing	exist	VERB
issue-3121	124	16	systems	system	NOUN
issue-3121	124	17	source	source	NOUN
issue-3121	124	18	:	:	PUNCT
issue-3121	124	19	project	project	NOUN
issue-3121	124	20	management	management	PROPN
issue-3121	124	21	institute	institute	NOUN
issue-3121	124	22	,	,	PUNCT
issue-3121	124	23	2020	2020	NUM
issue-3121	124	24	data	datum	NOUN
issue-3121	124	25	preparation	preparation	NOUN
issue-3121	124	26	and	and	CCONJ
issue-3121	124	27	modelling	model	VERB
issue-3121	124	28	iterations	iteration	NOUN
issue-3121	124	29	with	with	ADP
issue-3121	124	30	predefined	predefine	VERB
issue-3121	124	31	time	time	NOUN
issue-3121	124	32	frames	frame	NOUN
issue-3121	124	33	and	and	CCONJ
issue-3121	124	34	scope	scope	NOUN
issue-3121	124	35	according	accord	VERB
issue-3121	124	36	to	to	ADP
issue-3121	124	37	system	system	NOUN
issue-3121	124	38	requirements	requirement	NOUN
issue-3121	124	39	.	.	PUNCT
issue-3121	125	1	with	with	ADP
issue-3121	125	2	a	a	DET
issue-3121	125	3	defined	define	VERB
issue-3121	125	4	time	time	NOUN
issue-3121	125	5	limit	limit	NOUN
issue-3121	125	6	and	and	CCONJ
issue-3121	125	7	scope	scope	NOUN
issue-3121	125	8	of	of	ADP
issue-3121	125	9	tasks	task	NOUN
issue-3121	125	10	,	,	PUNCT
issue-3121	125	11	these	these	DET
issue-3121	125	12	iterations	iteration	NOUN
issue-3121	125	13	allow	allow	VERB
issue-3121	125	14	for	for	ADP
issue-3121	125	15	freedom	freedom	NOUN
issue-3121	125	16	in	in	ADP
issue-3121	125	17	the	the	DET
issue-3121	125	18	experimental	experimental	ADJ
issue-3121	125	19	search	search	NOUN
issue-3121	125	20	for	for	ADP
issue-3121	125	21	solutions	solution	NOUN
issue-3121	125	22	.	.	PUNCT
issue-3121	126	1	these	these	DET
issue-3121	126	2	non	non	ADJ
issue-3121	126	3	-	-	ADJ
issue-3121	126	4	unified	unified	ADJ
issue-3121	126	5	iterations	iteration	NOUN
issue-3121	126	6	ensure	ensure	VERB
issue-3121	126	7	that	that	SCONJ
issue-3121	126	8	the	the	DET
issue-3121	126	9	team	team	NOUN
issue-3121	126	10	does	do	AUX
issue-3121	126	11	not	not	PART
issue-3121	126	12	burn	burn	VERB
issue-3121	126	13	out	out	ADP
issue-3121	126	14	during	during	ADP
issue-3121	126	15	the	the	DET
issue-3121	126	16	preparatory	preparatory	ADJ
issue-3121	126	17	phase	phase	NOUN
issue-3121	126	18	,	,	PUNCT
issue-3121	126	19	striking	strike	VERB
issue-3121	126	20	a	a	DET
issue-3121	126	21	balance	balance	NOUN
issue-3121	126	22	between	between	ADP
issue-3121	126	23	routine	routine	ADJ
issue-3121	126	24	tasks	task	NOUN
issue-3121	126	25	and	and	CCONJ
issue-3121	126	26	advanced	advanced	ADJ
issue-3121	126	27	research	research	NOUN
issue-3121	126	28	.	.	PUNCT
issue-3121	127	1	the	the	DET
issue-3121	127	2	time	time	NOUN
issue-3121	127	3	frame	frame	NOUN
issue-3121	127	4	for	for	ADP
issue-3121	127	5	the	the	DET
issue-3121	127	6	entire	entire	ADJ
issue-3121	127	7	phase	phase	NOUN
issue-3121	127	8	should	should	AUX
issue-3121	127	9	be	be	AUX
issue-3121	127	10	defined	define	VERB
issue-3121	127	11	and	and	CCONJ
issue-3121	127	12	the	the	DET
issue-3121	127	13	scope	scope	NOUN
issue-3121	127	14	of	of	ADP
issue-3121	127	15	tasks	task	NOUN
issue-3121	127	16	limited	limit	VERB
issue-3121	127	17	to	to	PART
issue-3121	127	18	avoid	avoid	VERB
issue-3121	127	19	exceeding	exceed	VERB
issue-3121	127	20	the	the	DET
issue-3121	127	21	specified	specify	VERB
issue-3121	127	22	time	time	NOUN
issue-3121	127	23	frames	frame	NOUN
issue-3121	127	24	.	.	PUNCT
issue-3121	128	1	such	such	ADJ
issue-3121	128	2	constraints	constraint	NOUN
issue-3121	128	3	are	be	AUX
issue-3121	128	4	very	very	ADV
issue-3121	128	5	important	important	ADJ
issue-3121	128	6	for	for	ADP
issue-3121	128	7	meeting	meet	VERB
issue-3121	128	8	deadlines	deadline	NOUN
issue-3121	128	9	at	at	ADP
issue-3121	128	10	this	this	DET
issue-3121	128	11	stage	stage	NOUN
issue-3121	128	12	,	,	PUNCT
issue-3121	128	13	regardless	regardless	ADV
issue-3121	128	14	of	of	ADP
issue-3121	128	15	the	the	DET
issue-3121	128	16	number	number	NOUN
issue-3121	128	17	of	of	ADP
issue-3121	128	18	repeated	repeat	VERB
issue-3121	128	19	cycles	cycle	NOUN
issue-3121	128	20	,	,	PUNCT
issue-3121	128	21	but	but	CCONJ
issue-3121	128	22	this	this	DET
issue-3121	128	23	practice	practice	NOUN
issue-3121	128	24	is	be	AUX
issue-3121	128	25	severely	severely	ADV
issue-3121	128	26	limited	limit	VERB
issue-3121	128	27	by	by	ADP
issue-3121	128	28	the	the	DET
issue-3121	128	29	dependence	dependence	NOUN
issue-3121	128	30	of	of	ADP
issue-3121	128	31	the	the	DET
issue-3121	128	32	time	time	NOUN
issue-3121	128	33	frame	frame	NOUN
issue-3121	128	34	on	on	ADP
issue-3121	128	35	the	the	DET
issue-3121	128	36	team	team	NOUN
issue-3121	128	37	's	's	PART
issue-3121	128	38	experience	experience	NOUN
issue-3121	128	39	and	and	CCONJ
issue-3121	128	40	the	the	DET
issue-3121	128	41	complexity	complexity	NOUN
issue-3121	128	42	of	of	ADP
issue-3121	128	43	the	the	DET
issue-3121	128	44	problem	problem	NOUN
issue-3121	128	45	.	.	PUNCT
issue-3121	129	1	the	the	DET
issue-3121	129	2	spike	spike	ADJ
issue-3121	129	3	story	story	NOUN
issue-3121	129	4	method	method	NOUN
issue-3121	129	5	can	can	AUX
issue-3121	129	6	also	also	ADV
issue-3121	129	7	be	be	AUX
issue-3121	129	8	applied	apply	VERB
issue-3121	129	9	at	at	ADP
issue-3121	129	10	this	this	DET
issue-3121	129	11	stage	stage	NOUN
issue-3121	129	12	to	to	PART
issue-3121	129	13	adapt	adapt	VERB
issue-3121	129	14	agile	agile	ADJ
issue-3121	129	15	practices	practice	NOUN
issue-3121	129	16	to	to	ADP
issue-3121	129	17	the	the	DET
issue-3121	129	18	needs	need	NOUN
issue-3121	129	19	of	of	ADP
issue-3121	129	20	research	research	NOUN
issue-3121	129	21	in	in	ADP
issue-3121	129	22	ai	ai	NOUN
issue-3121	129	23	projects	project	NOUN
issue-3121	129	24	.	.	PUNCT
issue-3121	130	1	understanding	understand	VERB
issue-3121	130	2	stage	stage	NOUN
issue-3121	130	3	use	use	NOUN
issue-3121	130	4	checklists	checklist	NOUN
issue-3121	130	5	and	and	CCONJ
issue-3121	130	6	sops	sop	NOUN
issue-3121	130	7	(	(	PUNCT
issue-3121	130	8	standard	standard	ADJ
issue-3121	130	9	operating	operating	NOUN
issue-3121	130	10	procedures	procedure	NOUN
issue-3121	130	11	)	)	PUNCT
issue-3121	130	12	.	.	PUNCT
issue-3121	131	1	although	although	SCONJ
issue-3121	131	2	sops	sop	NOUN
issue-3121	131	3	are	be	AUX
issue-3121	131	4	usually	usually	ADV
issue-3121	131	5	employed	employ	VERB
issue-3121	131	6	during	during	ADP
issue-3121	131	7	the	the	DET
issue-3121	131	8	implementation	implementation	NOUN
issue-3121	131	9	stage	stage	NOUN
issue-3121	131	10	,	,	PUNCT
issue-3121	131	11	when	when	SCONJ
issue-3121	131	12	practices	practice	NOUN
issue-3121	131	13	are	be	AUX
issue-3121	131	14	highly	highly	ADV
issue-3121	131	15	structured	structured	ADJ
issue-3121	131	16	,	,	PUNCT
issue-3121	131	17	they	they	PRON
issue-3121	131	18	can	can	AUX
issue-3121	131	19	also	also	ADV
issue-3121	131	20	be	be	AUX
issue-3121	131	21	useful	useful	ADJ
issue-3121	131	22	during	during	ADP
issue-3121	131	23	the	the	DET
issue-3121	131	24	understanding	understanding	NOUN
issue-3121	131	25	stage	stage	NOUN
issue-3121	131	26	.	.	PUNCT
issue-3121	132	1	this	this	PRON
issue-3121	132	2	allows	allow	VERB
issue-3121	132	3	optimal	optimal	ADJ
issue-3121	132	4	expectations	expectation	NOUN
issue-3121	132	5	and	and	CCONJ
issue-3121	132	6	realistic	realistic	ADJ
issue-3121	132	7	metrics	metric	NOUN
issue-3121	132	8	to	to	PART
issue-3121	132	9	be	be	AUX
issue-3121	132	10	set	set	VERB
issue-3121	132	11	for	for	ADP
issue-3121	132	12	measuring	measure	VERB
issue-3121	132	13	project	project	NOUN
issue-3121	132	14	success	success	NOUN
issue-3121	132	15	.	.	PUNCT
issue-3121	133	1	competency	competency	NOUN
issue-3121	133	2	mapping	mapping	NOUN
issue-3121	133	3	helps	help	VERB
issue-3121	133	4	to	to	PART
issue-3121	133	5	identify	identify	VERB
issue-3121	133	6	training	training	NOUN
issue-3121	133	7	and	and	CCONJ
issue-3121	133	8	resource	resource	NOUN
issue-3121	133	9	requirements	requirement	NOUN
issue-3121	133	10	.	.	PUNCT
issue-3121	134	1	the	the	DET
issue-3121	134	2	result	result	NOUN
issue-3121	134	3	will	will	AUX
issue-3121	134	4	be	be	AUX
issue-3121	134	5	a	a	DET
issue-3121	134	6	competency	competency	NOUN
issue-3121	134	7	matrix	matrix	NOUN
issue-3121	134	8	to	to	PART
issue-3121	134	9	help	help	VERB
issue-3121	134	10	assess	assess	VERB
issue-3121	134	11	the	the	DET
issue-3121	134	12	necessary	necessary	ADJ
issue-3121	134	13	skills	skill	NOUN
issue-3121	134	14	at	at	ADP
issue-3121	134	15	all	all	DET
issue-3121	134	16	stages	stage	NOUN
issue-3121	134	17	of	of	ADP
issue-3121	134	18	the	the	DET
issue-3121	134	19	ai	ai	NOUN
issue-3121	134	20	project	project	NOUN
issue-3121	134	21	,	,	PUNCT
issue-3121	134	22	serving	serve	VERB
issue-3121	134	23	as	as	ADP
issue-3121	134	24	a	a	DET
issue-3121	134	25	kind	kind	NOUN
issue-3121	134	26	of	of	ADP
issue-3121	134	27	roadmap	roadmap	NOUN
issue-3121	134	28	for	for	ADP
issue-3121	134	29	its	its	PRON
issue-3121	134	30	implementation	implementation	NOUN
issue-3121	134	31	.	.	PUNCT
issue-3121	135	1	this	this	PRON
issue-3121	135	2	,	,	PUNCT
issue-3121	135	3	along	along	ADP
issue-3121	135	4	with	with	ADP
issue-3121	135	5	the	the	DET
issue-3121	135	6	appropriate	appropriate	ADJ
issue-3121	135	7	training	training	NOUN
issue-3121	135	8	of	of	ADP
issue-3121	135	9	the	the	DET
issue-3121	135	10	team	team	NOUN
issue-3121	135	11	,	,	PUNCT
issue-3121	135	12	will	will	AUX
issue-3121	135	13	help	help	VERB
issue-3121	135	14	avoid	avoid	VERB
issue-3121	135	15	over	over	ADP
issue-3121	135	16	-	-	PUNCT
issue-3121	135	17	reliance	reliance	NOUN
issue-3121	135	18	on	on	ADP
issue-3121	135	19	a	a	DET
issue-3121	135	20	few	few	ADJ
issue-3121	135	21	specialists	specialist	NOUN
issue-3121	135	22	with	with	ADP
issue-3121	135	23	the	the	DET
issue-3121	135	24	necessary	necessary	ADJ
issue-3121	135	25	expertise	expertise	NOUN
issue-3121	135	26	.	.	PUNCT
issue-3121	136	1	data	datum	NOUN
issue-3121	136	2	preparation	preparation	NOUN
issue-3121	136	3	stage	stage	NOUN
issue-3121	136	4	collaboration	collaboration	NOUN
issue-3121	136	5	between	between	ADP
issue-3121	136	6	businesses	business	NOUN
issue-3121	136	7	,	,	PUNCT
issue-3121	136	8	teams	team	NOUN
issue-3121	136	9	and	and	CCONJ
issue-3121	136	10	clients	client	NOUN
issue-3121	136	11	for	for	ADP
issue-3121	136	12	data	data	NOUN
issue-3121	136	13	collection	collection	NOUN
issue-3121	136	14	.	.	PUNCT
issue-3121	137	1	to	to	PART
issue-3121	137	2	facilitate	facilitate	VERB
issue-3121	137	3	effective	effective	ADJ
issue-3121	137	4	interdisciplinary	interdisciplinary	ADJ
issue-3121	137	5	collaboration	collaboration	NOUN
issue-3121	137	6	,	,	PUNCT
issue-3121	137	7	it	it	PRON
issue-3121	137	8	is	be	AUX
issue-3121	137	9	recommended	recommend	VERB
issue-3121	137	10	that	that	SCONJ
issue-3121	137	11	a	a	DET
issue-3121	137	12	sixdimensional	sixdimensional	ADJ
issue-3121	137	13	model	model	NOUN
issue-3121	137	14	is	be	AUX
issue-3121	137	15	used	use	VERB
issue-3121	137	16	(	(	PUNCT
issue-3121	137	17	dimension	dimension	NOUN
issue-3121	137	18	1	1	NUM
issue-3121	137	19	:	:	PUNCT
issue-3121	137	20	processes	process	NOUN
issue-3121	137	21	,	,	PUNCT
issue-3121	137	22	practices	practice	NOUN
issue-3121	137	23	and	and	CCONJ
issue-3121	137	24	tools	tool	NOUN
issue-3121	137	25	;	;	PUNCT
issue-3121	137	26	dimension	dimension	NOUN
issue-3121	137	27	2	2	NUM
issue-3121	137	28	:	:	PUNCT
issue-3121	137	29	organisational	organisational	ADJ
issue-3121	137	30	environment	environment	NOUN
issue-3121	137	31	;	;	PUNCT
issue-3121	137	32	dimension	dimension	NOUN
issue-3121	137	33	3	3	NUM
issue-3121	137	34	:	:	PUNCT
issue-3121	137	35	competencies	competency	NOUN
issue-3121	137	36	of	of	ADP
issue-3121	137	37	participants	participant	NOUN
issue-3121	137	38	;	;	PUNCT
issue-3121	137	39	dimension	dimension	NOUN
issue-3121	137	40	4	4	NUM
issue-3121	137	41	:	:	PUNCT
issue-3121	137	42	contextual	contextual	ADJ
issue-3121	137	43	factors	factor	NOUN
issue-3121	137	44	;	;	PUNCT
issue-3121	137	45	dimension	dimension	NOUN
issue-3121	137	46	5	5	NUM
issue-3121	137	47	:	:	PUNCT
issue-3121	137	48	effective	effective	ADJ
issue-3121	137	49	integration	integration	NOUN
issue-3121	137	50	of	of	ADP
issue-3121	137	51	the	the	DET
issue-3121	137	52	first	first	ADJ
issue-3121	137	53	four	four	NUM
issue-3121	137	54	dimensions	dimension	NOUN
issue-3121	137	55	;	;	PUNCT
issue-3121	137	56	dimension	dimension	NOUN
issue-3121	137	57	6	6	NUM
issue-3121	137	58	:	:	PUNCT
issue-3121	137	59	programmatic	programmatic	ADJ
issue-3121	137	60	implementation	implementation	NOUN
issue-3121	137	61	following	follow	VERB
issue-3121	137	62	effective	effective	ADJ
issue-3121	137	63	integration	integration	NOUN
issue-3121	137	64	)	)	PUNCT
issue-3121	137	65	.	.	PUNCT
issue-3121	138	1	communicate	communicate	VERB
issue-3121	138	2	with	with	ADP
issue-3121	138	3	the	the	DET
issue-3121	138	4	business	business	NOUN
issue-3121	138	5	team	team	NOUN
issue-3121	138	6	about	about	ADP
issue-3121	138	7	any	any	DET
issue-3121	138	8	changes	change	NOUN
issue-3121	138	9	to	to	ADP
issue-3121	138	10	the	the	DET
issue-3121	138	11	timeframe	timeframe	NOUN
issue-3121	138	12	or	or	CCONJ
issue-3121	138	13	expected	expect	VERB
issue-3121	138	14	business	business	NOUN
issue-3121	138	15	results	result	NOUN
issue-3121	138	16	.	.	PUNCT
issue-3121	139	1	whether	whether	SCONJ
issue-3121	139	2	this	this	DET
issue-3121	139	3	practice	practice	NOUN
issue-3121	139	4	is	be	AUX
issue-3121	139	5	used	use	VERB
issue-3121	139	6	during	during	ADP
issue-3121	139	7	the	the	DET
issue-3121	139	8	preparation	preparation	NOUN
issue-3121	139	9	stage	stage	NOUN
issue-3121	139	10	depends	depend	VERB
issue-3121	139	11	on	on	ADP
issue-3121	139	12	the	the	DET
issue-3121	139	13	business	business	NOUN
issue-3121	139	14	team	team	NOUN
issue-3121	139	15	's	's	PART
issue-3121	139	16	availability	availability	NOUN
issue-3121	139	17	and	and	CCONJ
issue-3121	139	18	how	how	SCONJ
issue-3121	139	19	regularly	regularly	ADV
issue-3121	139	20	they	they	PRON
issue-3121	139	21	provide	provide	VERB
issue-3121	139	22	feedback	feedback	NOUN
issue-3121	139	23	,	,	PUNCT
issue-3121	139	24	as	as	ADV
issue-3121	139	25	well	well	ADV
issue-3121	139	26	as	as	ADP
issue-3121	139	27	the	the	DET
issue-3121	139	28	research	research	NOUN
issue-3121	139	29	team	team	NOUN
issue-3121	139	30	's	's	PART
issue-3121	139	31	ability	ability	NOUN
issue-3121	139	32	to	to	PART
issue-3121	139	33	implement	implement	VERB
issue-3121	139	34	changes	change	NOUN
issue-3121	139	35	in	in	ADP
issue-3121	139	36	real	real	ADJ
issue-3121	139	37	time	time	NOUN
issue-3121	139	38	.	.	PUNCT
issue-3121	140	1	depending	depend	VERB
issue-3121	140	2	on	on	ADP
issue-3121	140	3	these	these	DET
issue-3121	140	4	two	two	NUM
issue-3121	140	5	factors	factor	NOUN
issue-3121	140	6	,	,	PUNCT
issue-3121	140	7	one	one	NUM
issue-3121	140	8	option	option	NOUN
issue-3121	140	9	is	be	AUX
issue-3121	140	10	to	to	PART
issue-3121	140	11	inform	inform	VERB
issue-3121	140	12	the	the	DET
issue-3121	140	13	business	business	NOUN
issue-3121	140	14	team	team	NOUN
issue-3121	140	15	regularly	regularly	ADV
issue-3121	140	16	and	and	CCONJ
issue-3121	140	17	process	process	VERB
issue-3121	140	18	their	their	PRON
issue-3121	140	19	feedback	feedback	NOUN
issue-3121	140	20	immediately	immediately	ADV
issue-3121	140	21	.	.	PUNCT
issue-3121	141	1	another	another	DET
issue-3121	141	2	option	option	NOUN
issue-3121	141	3	is	be	AUX
issue-3121	141	4	to	to	PART
issue-3121	141	5	implement	implement	VERB
issue-3121	141	6	ongoing	ongoing	ADJ
issue-3121	141	7	changes	change	NOUN
issue-3121	141	8	after	after	SCONJ
issue-3121	141	9	the	the	DET
issue-3121	141	10	previous	previous	ADJ
issue-3121	141	11	iteration	iteration	NOUN
issue-3121	141	12	cycle	cycle	NOUN
issue-3121	141	13	is	be	AUX
issue-3121	141	14	completed	complete	VERB
issue-3121	141	15	.	.	PUNCT
issue-3121	142	1	if	if	SCONJ
issue-3121	142	2	an	an	DET
issue-3121	142	3	organisation	organisation	NOUN
issue-3121	142	4	is	be	AUX
issue-3121	142	5	implementing	implement	VERB
issue-3121	142	6	two	two	NUM
issue-3121	142	7	or	or	CCONJ
issue-3121	142	8	more	more	ADJ
issue-3121	142	9	ai	ai	NOUN
issue-3121	142	10	projects	project	NOUN
issue-3121	142	11	,	,	PUNCT
issue-3121	142	12	it	it	PRON
issue-3121	142	13	is	be	AUX
issue-3121	142	14	good	good	ADJ
issue-3121	142	15	practice	practice	NOUN
issue-3121	142	16	to	to	PART
issue-3121	142	17	invest	invest	VERB
issue-3121	142	18	in	in	ADP
issue-3121	142	19	automated	automate	VERB
issue-3121	142	20	data	data	NOUN
issue-3121	142	21	management	management	NOUN
issue-3121	142	22	tools	tool	NOUN
issue-3121	142	23	to	to	PART
issue-3121	142	24	increase	increase	VERB
issue-3121	142	25	the	the	DET
issue-3121	142	26	efficiency	efficiency	NOUN
issue-3121	142	27	of	of	ADP
issue-3121	142	28	data	datum	NOUN
issue-3121	142	29	collection	collection	NOUN
issue-3121	142	30	,	,	PUNCT
issue-3121	142	31	processing	processing	NOUN
issue-3121	142	32	and	and	CCONJ
issue-3121	142	33	modelling	modelling	NOUN
issue-3121	142	34	.	.	PUNCT
issue-3121	143	1	entire	entire	ADJ
issue-3121	143	2	duration	duration	NOUN
issue-3121	143	3	of	of	ADP
issue-3121	143	4	the	the	DET
issue-3121	143	5	project	project	NOUN
issue-3121	143	6	.	.	PUNCT
issue-3121	144	1	tco	tco	NOUN
issue-3121	144	2	takes	take	VERB
issue-3121	144	3	into	into	ADP
issue-3121	144	4	account	account	NOUN
issue-3121	144	5	capital	capital	NOUN
issue-3121	144	6	expenditure	expenditure	NOUN
issue-3121	144	7	(	(	PUNCT
issue-3121	144	8	capex	capex	NOUN
issue-3121	144	9	)	)	PUNCT
issue-3121	144	10	,	,	PUNCT
issue-3121	144	11	including	include	VERB
issue-3121	144	12	the	the	DET
issue-3121	144	13	purchase	purchase	NOUN
issue-3121	144	14	of	of	ADP
issue-3121	144	15	equipment	equipment	NOUN
issue-3121	144	16	and	and	CCONJ
issue-3121	144	17	licences	licence	NOUN
issue-3121	144	18	,	,	PUNCT
issue-3121	144	19	as	as	ADV
issue-3121	144	20	well	well	ADV
issue-3121	144	21	as	as	ADP
issue-3121	144	22	the	the	DET
issue-3121	144	23	installation	installation	NOUN
issue-3121	144	24	of	of	ADP
issue-3121	144	25	computer	computer	NOUN
issue-3121	144	26	and	and	CCONJ
issue-3121	144	27	security	security	NOUN
issue-3121	144	28	systems	system	NOUN
issue-3121	144	29	.	.	PUNCT
issue-3121	145	1	it	it	PRON
issue-3121	145	2	also	also	ADV
issue-3121	145	3	considers	consider	VERB
issue-3121	145	4	operational	operational	ADJ
issue-3121	145	5	expenditure	expenditure	NOUN
issue-3121	145	6	(	(	PUNCT
issue-3121	145	7	opex	opex	PROPN
issue-3121	145	8	)	)	PUNCT
issue-3121	145	9	,	,	PUNCT
issue-3121	145	10	including	include	VERB
issue-3121	145	11	support	support	NOUN
issue-3121	145	12	,	,	PUNCT
issue-3121	145	13	updates	update	NOUN
issue-3121	145	14	and	and	CCONJ
issue-3121	145	15	the	the	DET
issue-3121	145	16	modernisation	modernisation	NOUN
issue-3121	145	17	of	of	ADP
issue-3121	145	18	software	software	NOUN
issue-3121	145	19	,	,	PUNCT
issue-3121	145	20	as	as	ADV
issue-3121	145	21	well	well	ADV
issue-3121	145	22	as	as	ADP
issue-3121	145	23	personnel	personnel	NOUN
issue-3121	145	24	training	training	NOUN
issue-3121	145	25	.	.	PUNCT
issue-3121	146	1	hidden	hide	VERB
issue-3121	146	2	costs	cost	NOUN
issue-3121	146	3	include	include	VERB
issue-3121	146	4	possible	possible	ADJ
issue-3121	146	5	downtime	downtime	NOUN
issue-3121	146	6	during	during	ADP
issue-3121	146	7	the	the	DET
issue-3121	146	8	implementation	implementation	NOUN
issue-3121	146	9	of	of	ADP
issue-3121	146	10	ai	ai	NOUN
issue-3121	146	11	and	and	CCONJ
issue-3121	146	12	the	the	DET
issue-3121	146	13	time	time	NOUN
issue-3121	146	14	required	require	VERB
issue-3121	146	15	for	for	ADP
issue-3121	146	16	specialists	specialist	NOUN
issue-3121	146	17	to	to	PART
issue-3121	146	18	adapt	adapt	VERB
issue-3121	146	19	to	to	ADP
issue-3121	146	20	the	the	DET
issue-3121	146	21	new	new	ADJ
issue-3121	146	22	work	work	NOUN
issue-3121	146	23	model	model	NOUN
issue-3121	146	24	.	.	PUNCT
issue-3121	147	1	for	for	ADP
issue-3121	147	2	example	example	NOUN
issue-3121	147	3	,	,	PUNCT
issue-3121	147	4	when	when	SCONJ
issue-3121	147	5	implementing	implement	VERB
issue-3121	147	6	an	an	DET
issue-3121	147	7	ai	ai	NOUN
issue-3121	147	8	-	-	PUNCT
issue-3121	147	9	based	base	VERB
issue-3121	147	10	visual	visual	ADJ
issue-3121	147	11	quality	quality	NOUN
issue-3121	147	12	control	control	NOUN
issue-3121	147	13	system	system	NOUN
issue-3121	147	14	with	with	ADP
issue-3121	147	15	an	an	DET
issue-3121	147	16	initial	initial	ADJ
issue-3121	147	17	capital	capital	NOUN
issue-3121	147	18	investment	investment	NOUN
issue-3121	147	19	of	of	ADP
issue-3121	147	20	100,000	100,000	NUM
issue-3121	147	21	usd	usd	NOUN
issue-3121	147	22	,	,	PUNCT
issue-3121	147	23	the	the	DET
issue-3121	147	24	system	system	NOUN
issue-3121	147	25	can	can	AUX
issue-3121	147	26	be	be	AUX
issue-3121	147	27	justified	justify	VERB
issue-3121	147	28	from	from	ADP
issue-3121	147	29	a	a	DET
issue-3121	147	30	tco	tco	NOUN
issue-3121	147	31	perspective	perspective	NOUN
issue-3121	147	32	if	if	SCONJ
issue-3121	147	33	the	the	DET
issue-3121	147	34	expected	expected	ADJ
issue-3121	147	35	savings	saving	NOUN
issue-3121	147	36	exceed	exceed	VERB
issue-3121	147	37	240,000	240,000	NUM
issue-3121	147	38	usd	usd	NOUN
issue-3121	147	39	in	in	ADP
issue-3121	147	40	five	five	NUM
issue-3121	147	41	years	year	NOUN
issue-3121	147	42	.	.	PUNCT
issue-3121	148	1	the	the	DET
issue-3121	148	2	following	follow	VERB
issue-3121	148	3	two	two	NUM
issue-3121	148	4	models	model	NOUN
issue-3121	148	5	estimate	estimate	VERB
issue-3121	148	6	the	the	DET
issue-3121	148	7	profit	profit	NOUN
issue-3121	148	8	from	from	ADP
issue-3121	148	9	implementing	implement	VERB
issue-3121	148	10	ai	ai	NOUN
issue-3121	148	11	models	model	NOUN
issue-3121	148	12	in	in	ADP
issue-3121	148	13	a	a	DET
issue-3121	148	14	project	project	NOUN
issue-3121	148	15	,	,	PUNCT
issue-3121	148	16	rather	rather	ADV
issue-3121	148	17	than	than	ADP
issue-3121	148	18	savings	saving	NOUN
issue-3121	148	19	.	.	PUNCT
issue-3121	149	1	npv	npv	PROPN
issue-3121	149	2	is	be	AUX
issue-3121	149	3	calculated	calculate	VERB
issue-3121	149	4	as	as	ADP
issue-3121	149	5	the	the	DET
issue-3121	149	6	difference	difference	NOUN
issue-3121	149	7	between	between	ADP
issue-3121	149	8	the	the	DET
issue-3121	149	9	present	present	ADJ
issue-3121	149	10	value	value	NOUN
issue-3121	149	11	of	of	ADP
issue-3121	149	12	future	future	ADJ
issue-3121	149	13	cash	cash	NOUN
issue-3121	149	14	flows	flow	NOUN
issue-3121	149	15	and	and	CCONJ
issue-3121	149	16	the	the	DET
issue-3121	149	17	initial	initial	ADJ
issue-3121	149	18	investment	investment	NOUN
issue-3121	149	19	.	.	PUNCT
issue-3121	150	1	this	this	DET
issue-3121	150	2	model	model	NOUN
issue-3121	150	3	considers	consider	VERB
issue-3121	150	4	the	the	DET
issue-3121	150	5	discount	discount	PROPN
issue-3121	150	6	baltic	baltic	PROPN
issue-3121	150	7	journal	journal	PROPN
issue-3121	150	8	of	of	ADP
issue-3121	150	9	economic	economic	ADJ
issue-3121	150	10	studies	study	NOUN
issue-3121	150	11	212	212	NUM
issue-3121	150	12	vol	vol	NOUN
issue-3121	150	13	.	.	PUNCT
issue-3121	151	1	11	11	NUM
issue-3121	152	1	no	no	NOUN
issue-3121	152	2	.	.	NOUN
issue-3121	152	3	5	5	NUM
issue-3121	152	4	,	,	PUNCT
issue-3121	152	5	2025	2025	NUM
issue-3121	152	6	modelling	model	VERB
issue-3121	152	7	stage	stage	NOUN
issue-3121	152	8	in	in	ADP
issue-3121	152	9	champion	champion	NOUN
issue-3121	152	10	-	-	PUNCT
issue-3121	152	11	challenger	challenger	NOUN
issue-3121	152	12	modelling	modelling	NOUN
issue-3121	152	13	,	,	PUNCT
issue-3121	152	14	multiple	multiple	ADJ
issue-3121	152	15	models	model	NOUN
issue-3121	152	16	are	be	AUX
issue-3121	152	17	tested	test	VERB
issue-3121	152	18	simultaneously	simultaneously	ADV
issue-3121	152	19	before	before	ADP
issue-3121	152	20	settling	settle	VERB
issue-3121	152	21	on	on	ADP
issue-3121	152	22	the	the	DET
issue-3121	152	23	one	one	NOUN
issue-3121	152	24	that	that	PRON
issue-3121	152	25	best	good	ADJ
issue-3121	152	26	meets	meet	VERB
issue-3121	152	27	the	the	DET
issue-3121	152	28	business	business	NOUN
issue-3121	152	29	needs	need	NOUN
issue-3121	152	30	.	.	PUNCT
issue-3121	153	1	the	the	DET
issue-3121	153	2	reason	reason	NOUN
issue-3121	153	3	for	for	ADP
issue-3121	153	4	spending	spend	VERB
issue-3121	153	5	extra	extra	ADJ
issue-3121	153	6	time	time	NOUN
issue-3121	153	7	creating	create	VERB
issue-3121	153	8	several	several	ADJ
issue-3121	153	9	“	"	PUNCT
issue-3121	153	10	challenger	challenger	NOUN
issue-3121	153	11	”	"	PUNCT
issue-3121	153	12	models	model	NOUN
issue-3121	153	13	is	be	AUX
issue-3121	153	14	to	to	PART
issue-3121	153	15	ensure	ensure	VERB
issue-3121	153	16	that	that	SCONJ
issue-3121	153	17	customer	customer	NOUN
issue-3121	153	18	requirements	requirement	NOUN
issue-3121	153	19	are	be	AUX
issue-3121	153	20	met	meet	VERB
issue-3121	153	21	as	as	ADV
issue-3121	153	22	effectively	effectively	ADV
issue-3121	153	23	as	as	ADP
issue-3121	153	24	possible	possible	ADJ
issue-3121	153	25	.	.	PUNCT
issue-3121	154	1	implementation	implementation	NOUN
issue-3121	154	2	stage	stage	NOUN
issue-3121	154	3	engage	engage	VERB
issue-3121	154	4	the	the	DET
issue-3121	154	5	it	it	PRON
issue-3121	154	6	team	team	NOUN
issue-3121	154	7	sustainably	sustainably	ADV
issue-3121	154	8	throughout	throughout	ADP
issue-3121	154	9	the	the	DET
issue-3121	154	10	project	project	NOUN
issue-3121	154	11	.	.	PUNCT
issue-3121	155	1	ideally	ideally	ADV
issue-3121	155	2	,	,	PUNCT
issue-3121	155	3	the	the	DET
issue-3121	155	4	it	it	PRON
issue-3121	155	5	team	team	NOUN
issue-3121	155	6	will	will	AUX
issue-3121	155	7	be	be	AUX
issue-3121	155	8	involved	involve	VERB
issue-3121	155	9	from	from	ADP
issue-3121	155	10	the	the	DET
issue-3121	155	11	outset	outset	NOUN
issue-3121	155	12	rather	rather	ADV
issue-3121	155	13	than	than	ADP
issue-3121	155	14	at	at	ADP
issue-3121	155	15	the	the	DET
issue-3121	155	16	implementation	implementation	NOUN
issue-3121	155	17	stage	stage	NOUN
issue-3121	155	18	.	.	PUNCT
issue-3121	156	1	this	this	PRON
issue-3121	156	2	will	will	AUX
issue-3121	156	3	enable	enable	VERB
issue-3121	156	4	risks	risk	NOUN
issue-3121	156	5	relating	relate	VERB
issue-3121	156	6	to	to	ADP
issue-3121	156	7	scaling	scale	VERB
issue-3121	156	8	to	to	PART
issue-3121	156	9	be	be	AUX
issue-3121	156	10	identified	identify	VERB
issue-3121	156	11	early	early	ADV
issue-3121	156	12	on	on	ADV
issue-3121	156	13	.	.	PUNCT
issue-3121	157	1	however	however	ADV
issue-3121	157	2	,	,	PUNCT
issue-3121	157	3	it	it	PRON
issue-3121	157	4	is	be	AUX
issue-3121	157	5	worth	worth	ADJ
issue-3121	157	6	considering	consider	VERB
issue-3121	157	7	the	the	DET
issue-3121	157	8	time	time	NOUN
issue-3121	157	9	and	and	CCONJ
issue-3121	157	10	cost	cost	NOUN
issue-3121	157	11	implications	implication	NOUN
issue-3121	157	12	of	of	ADP
issue-3121	157	13	such	such	ADJ
issue-3121	157	14	engagement	engagement	NOUN
issue-3121	157	15	.	.	PUNCT
issue-3121	158	1	using	use	VERB
issue-3121	158	2	mlops	mlop	NOUN
issue-3121	158	3	(	(	PUNCT
issue-3121	158	4	machine	machine	NOUN
issue-3121	158	5	learning	learn	VERB
issue-3121	158	6	operations	operation	NOUN
issue-3121	158	7	)	)	PUNCT
issue-3121	158	8	increases	increase	VERB
issue-3121	158	9	the	the	DET
issue-3121	158	10	likelihood	likelihood	NOUN
issue-3121	158	11	of	of	ADP
issue-3121	158	12	operationalising	operationalise	VERB
issue-3121	158	13	the	the	DET
issue-3121	158	14	model	model	NOUN
issue-3121	158	15	,	,	PUNCT
issue-3121	158	16	allowing	allow	VERB
issue-3121	158	17	the	the	DET
issue-3121	158	18	research	research	NOUN
issue-3121	158	19	team	team	NOUN
issue-3121	158	20	to	to	PART
issue-3121	158	21	focus	focus	VERB
issue-3121	158	22	on	on	ADP
issue-3121	158	23	developing	develop	VERB
issue-3121	158	24	new	new	ADJ
issue-3121	158	25	models	model	NOUN
issue-3121	158	26	and	and	CCONJ
issue-3121	158	27	reducing	reduce	VERB
issue-3121	158	28	the	the	DET
issue-3121	158	29	time	time	NOUN
issue-3121	158	30	taken	take	VERB
issue-3121	158	31	to	to	PART
issue-3121	158	32	implement	implement	VERB
issue-3121	158	33	them	they	PRON
issue-3121	158	34	.	.	PUNCT
issue-3121	159	1	using	use	VERB
issue-3121	159	2	mlops	mlop	NOUN
issue-3121	159	3	to	to	PART
issue-3121	159	4	extend	extend	VERB
issue-3121	159	5	ci	ci	NOUN
issue-3121	159	6	/	/	SYM
issue-3121	159	7	cd	cd	PROPN
issue-3121	159	8	(	(	PUNCT
issue-3121	159	9	continuous	continuous	ADJ
issue-3121	159	10	integration	integration	NOUN
issue-3121	159	11	/	/	SYM
issue-3121	159	12	continuous	continuous	ADJ
issue-3121	159	13	deployment	deployment	NOUN
issue-3121	159	14	)	)	PUNCT
issue-3121	159	15	.	.	PUNCT
issue-3121	160	1	using	use	VERB
issue-3121	160	2	pure	pure	ADJ
issue-3121	160	3	agile	agile	ADJ
issue-3121	160	4	practices	practice	NOUN
issue-3121	160	5	for	for	ADP
issue-3121	160	6	implementation	implementation	NOUN
issue-3121	160	7	,	,	PUNCT
issue-3121	160	8	as	as	SCONJ
issue-3121	160	9	experimentation	experimentation	NOUN
issue-3121	160	10	is	be	AUX
issue-3121	160	11	already	already	ADV
issue-3121	160	12	decreasing	decrease	VERB
issue-3121	160	13	at	at	ADP
issue-3121	160	14	this	this	DET
issue-3121	160	15	stage	stage	NOUN
issue-3121	160	16	.	.	PUNCT
issue-3121	161	1	closing	closing	NOUN
issue-3121	161	2	stage	stage	NOUN
issue-3121	161	3	the	the	DET
issue-3121	161	4	3e	3e	ADJ
issue-3121	161	5	method	method	NOUN
issue-3121	161	6	is	be	AUX
issue-3121	161	7	used	use	VERB
issue-3121	161	8	to	to	PART
issue-3121	161	9	measure	measure	VERB
issue-3121	161	10	success	success	NOUN
issue-3121	161	11	.	.	PUNCT
issue-3121	162	1	the	the	DET
issue-3121	162	2	three	three	NUM
issue-3121	162	3	metrics	metric	NOUN
issue-3121	162	4	used	use	VERB
issue-3121	162	5	to	to	PART
issue-3121	162	6	determine	determine	VERB
issue-3121	162	7	the	the	DET
issue-3121	162	8	success	success	NOUN
issue-3121	162	9	of	of	ADP
issue-3121	162	10	the	the	DET
issue-3121	162	11	project	project	NOUN
issue-3121	162	12	implementation	implementation	NOUN
issue-3121	162	13	are	be	AUX
issue-3121	162	14	effectiveness	effectiveness	NOUN
issue-3121	162	15	(	(	PUNCT
issue-3121	162	16	whether	whether	SCONJ
issue-3121	162	17	the	the	DET
issue-3121	162	18	right	right	ADJ
issue-3121	162	19	things	thing	NOUN
issue-3121	162	20	are	be	AUX
issue-3121	162	21	done	do	VERB
issue-3121	162	22	)	)	PUNCT
issue-3121	162	23	,	,	PUNCT
issue-3121	162	24	efficiency	efficiency	NOUN
issue-3121	162	25	(	(	PUNCT
issue-3121	162	26	whether	whether	SCONJ
issue-3121	162	27	they	they	PRON
issue-3121	162	28	are	be	AUX
issue-3121	162	29	done	do	VERB
issue-3121	162	30	in	in	ADP
issue-3121	162	31	the	the	DET
issue-3121	162	32	right	right	ADJ
issue-3121	162	33	way	way	NOUN
issue-3121	162	34	)	)	PUNCT
issue-3121	162	35	and	and	CCONJ
issue-3121	162	36	experience	experience	NOUN
issue-3121	162	37	(	(	PUNCT
issue-3121	162	38	customer	customer	NOUN
issue-3121	162	39	experience	experience	NOUN
issue-3121	162	40	)	)	PUNCT
issue-3121	162	41	.	.	PUNCT
issue-3121	163	1	surveys	survey	NOUN
issue-3121	163	2	and	and	CCONJ
issue-3121	163	3	other	other	ADJ
issue-3121	163	4	methods	method	NOUN
issue-3121	163	5	of	of	ADP
issue-3121	163	6	collecting	collect	VERB
issue-3121	163	7	feedback	feedback	NOUN
issue-3121	163	8	from	from	ADP
issue-3121	163	9	the	the	DET
issue-3121	163	10	business	business	NOUN
issue-3121	163	11	team	team	NOUN
issue-3121	163	12	,	,	PUNCT
issue-3121	163	13	customers	customer	NOUN
issue-3121	163	14	and	and	CCONJ
issue-3121	163	15	users	user	NOUN
issue-3121	163	16	are	be	AUX
issue-3121	163	17	used	use	VERB
issue-3121	163	18	to	to	PART
issue-3121	163	19	understand	understand	VERB
issue-3121	163	20	ways	way	NOUN
issue-3121	163	21	to	to	PART
issue-3121	163	22	improve	improve	VERB
issue-3121	163	23	project	project	NOUN
issue-3121	163	24	practices	practice	NOUN
issue-3121	163	25	(	(	PUNCT
issue-3121	163	26	where	where	SCONJ
issue-3121	163	27	possible	possible	ADJ
issue-3121	163	28	)	)	PUNCT
issue-3121	163	29	.	.	PUNCT
issue-3121	164	1	rate	rate	NOUN
issue-3121	164	2	and	and	CCONJ
issue-3121	164	3	project	project	NOUN
issue-3121	164	4	duration	duration	NOUN
issue-3121	164	5	,	,	PUNCT
issue-3121	164	6	calculating	calculate	VERB
issue-3121	164	7	the	the	DET
issue-3121	164	8	annual	annual	ADJ
issue-3121	164	9	cash	cash	NOUN
issue-3121	164	10	flow	flow	NOUN
issue-3121	164	11	.	.	PUNCT
issue-3121	165	1	for	for	ADP
issue-3121	165	2	instance	instance	NOUN
issue-3121	165	3	,	,	PUNCT
issue-3121	165	4	the	the	DET
issue-3121	165	5	preliminary	preliminary	ADJ
issue-3121	165	6	financial	financial	ADJ
issue-3121	165	7	commitment	commitment	NOUN
issue-3121	165	8	for	for	ADP
issue-3121	165	9	the	the	DET
issue-3121	165	10	ai	ai	PROPN
issue-3121	165	11	model	model	NOUN
issue-3121	165	12	component	component	NOUN
issue-3121	165	13	of	of	ADP
issue-3121	165	14	the	the	DET
issue-3121	165	15	project	project	NOUN
issue-3121	165	16	amounted	amount	VERB
issue-3121	165	17	to	to	ADP
issue-3121	165	18	2	2	NUM
issue-3121	165	19	million	million	NUM
issue-3121	165	20	usd	usd	NOUN
issue-3121	165	21	.	.	PUNCT
issue-3121	166	1	the	the	DET
issue-3121	166	2	expected	expect	VERB
issue-3121	166	3	annual	annual	ADJ
issue-3121	166	4	cash	cash	NOUN
issue-3121	166	5	flows	flow	NOUN
issue-3121	166	6	(	(	PUNCT
issue-3121	166	7	savings	savings	NOUN
issue-3121	166	8	/	/	SYM
issue-3121	166	9	income	income	NOUN
issue-3121	166	10	increase	increase	NOUN
issue-3121	166	11	)	)	PUNCT
issue-3121	166	12	were	be	AUX
issue-3121	166	13	estimated	estimate	VERB
issue-3121	166	14	at	at	ADP
issue-3121	166	15	0.8	0.8	NUM
issue-3121	166	16	million	million	NUM
issue-3121	166	17	usd	usd	NOUN
issue-3121	166	18	(	(	PUNCT
issue-3121	166	19	year	year	NOUN
issue-3121	166	20	1	1	NUM
issue-3121	166	21	)	)	PUNCT
issue-3121	166	22	,	,	PUNCT
issue-3121	166	23	1	1	NUM
issue-3121	166	24	million	million	NUM
issue-3121	166	25	usd	usd	NOUN
issue-3121	166	26	(	(	PUNCT
issue-3121	166	27	year	year	NOUN
issue-3121	166	28	2	2	NUM
issue-3121	166	29	)	)	PUNCT
issue-3121	166	30	,	,	PUNCT
issue-3121	166	31	1.2	1.2	NUM
issue-3121	166	32	million	million	NUM
issue-3121	166	33	usd	usd	NOUN
issue-3121	166	34	(	(	PUNCT
issue-3121	166	35	year	year	NOUN
issue-3121	166	36	3	3	NUM
issue-3121	166	37	)	)	PUNCT
issue-3121	166	38	,	,	PUNCT
issue-3121	166	39	etc	etc	X
issue-3121	166	40	.	.	X
issue-3121	166	41	therefore	therefore	ADV
issue-3121	166	42	,	,	PUNCT
issue-3121	166	43	the	the	DET
issue-3121	166	44	discount	discount	NOUN
issue-3121	166	45	rate	rate	NOUN
issue-3121	166	46	was	be	AUX
issue-3121	166	47	set	set	VERB
issue-3121	166	48	at	at	ADP
issue-3121	166	49	10	10	NUM
issue-3121	166	50	%	%	NOUN
issue-3121	166	51	.	.	PUNCT
issue-3121	167	1	consequently	consequently	ADV
issue-3121	167	2	,	,	PUNCT
issue-3121	167	3	within	within	ADP
issue-3121	167	4	a	a	DET
issue-3121	167	5	period	period	NOUN
issue-3121	167	6	of	of	ADP
issue-3121	167	7	three	three	NUM
issue-3121	167	8	years	year	NOUN
issue-3121	167	9	,	,	PUNCT
issue-3121	167	10	revenue	revenue	NOUN
issue-3121	167	11	had	have	AUX
issue-3121	167	12	surpassed	surpass	VERB
issue-3121	167	13	2	2	NUM
issue-3121	167	14	million	million	NUM
issue-3121	167	15	usd	usd	NOUN
issue-3121	167	16	,	,	PUNCT
issue-3121	167	17	and	and	CCONJ
issue-3121	167	18	the	the	DET
issue-3121	167	19	npv	npv	NOUN
issue-3121	167	20	was	be	AUX
issue-3121	167	21	found	find	VERB
issue-3121	167	22	to	to	PART
issue-3121	167	23	be	be	AUX
issue-3121	167	24	greater	great	ADJ
issue-3121	167	25	than	than	ADP
issue-3121	167	26	zero	zero	NUM
issue-3121	167	27	.	.	PUNCT
issue-3121	168	1	based	base	VERB
issue-3121	168	2	on	on	ADP
issue-3121	168	3	these	these	DET
issue-3121	168	4	estimates	estimate	NOUN
issue-3121	168	5	,	,	PUNCT
issue-3121	168	6	it	it	PRON
issue-3121	168	7	is	be	AUX
issue-3121	168	8	recommended	recommend	VERB
issue-3121	168	9	that	that	SCONJ
issue-3121	168	10	the	the	DET
issue-3121	168	11	project	project	NOUN
issue-3121	168	12	be	be	AUX
issue-3121	168	13	implemented	implement	VERB
issue-3121	168	14	.	.	PUNCT
issue-3121	169	1	the	the	DET
issue-3121	169	2	final	final	ADJ
issue-3121	169	3	model	model	NOUN
issue-3121	169	4	that	that	PRON
issue-3121	169	5	is	be	AUX
issue-3121	169	6	put	put	VERB
issue-3121	169	7	forward	forward	ADV
issue-3121	169	8	for	for	ADP
issue-3121	169	9	the	the	DET
issue-3121	169	10	evaluation	evaluation	NOUN
issue-3121	169	11	of	of	ADP
issue-3121	169	12	the	the	DET
issue-3121	169	13	implementation	implementation	NOUN
issue-3121	169	14	of	of	ADP
issue-3121	169	15	ai	ai	NOUN
issue-3121	169	16	is	be	AUX
issue-3121	169	17	irr	irr	NOUN
issue-3121	169	18	.	.	PUNCT
issue-3121	170	1	the	the	DET
issue-3121	170	2	irr	irr	NOUN
issue-3121	170	3	is	be	AUX
issue-3121	170	4	the	the	DET
issue-3121	170	5	discount	discount	NOUN
issue-3121	170	6	rate	rate	NOUN
issue-3121	170	7	at	at	ADP
issue-3121	170	8	which	which	PRON
issue-3121	170	9	the	the	DET
issue-3121	170	10	npv	npv	NOUN
issue-3121	170	11	is	be	AUX
issue-3121	170	12	equal	equal	ADJ
issue-3121	170	13	to	to	ADP
issue-3121	170	14	zero	zero	NUM
issue-3121	170	15	.	.	PUNCT
issue-3121	171	1	to	to	PART
issue-3121	171	2	illustrate	illustrate	VERB
issue-3121	171	3	this	this	PRON
issue-3121	171	4	,	,	PUNCT
issue-3121	171	5	consider	consider	VERB
issue-3121	171	6	a	a	DET
issue-3121	171	7	capital	capital	NOUN
issue-3121	171	8	rate	rate	NOUN
issue-3121	171	9	of	of	ADP
issue-3121	171	10	10	10	NUM
issue-3121	171	11	%	%	NOUN
issue-3121	171	12	and	and	CCONJ
issue-3121	171	13	a	a	DET
issue-3121	171	14	conditional	conditional	ADJ
issue-3121	171	15	irr	irr	NOUN
issue-3121	171	16	of	of	ADP
issue-3121	171	17	15	15	NUM
issue-3121	171	18	%	%	NOUN
issue-3121	171	19	for	for	ADP
issue-3121	171	20	an	an	DET
issue-3121	171	21	ai	ai	NOUN
issue-3121	171	22	project	project	NOUN
issue-3121	171	23	.	.	PUNCT
issue-3121	172	1	in	in	ADP
issue-3121	172	2	this	this	DET
issue-3121	172	3	scenario	scenario	NOUN
issue-3121	172	4	,	,	PUNCT
issue-3121	172	5	the	the	DET
issue-3121	172	6	project	project	NOUN
issue-3121	172	7	would	would	AUX
issue-3121	172	8	be	be	AUX
issue-3121	172	9	deemed	deem	VERB
issue-3121	172	10	attractive	attractive	ADJ
issue-3121	172	11	for	for	ADP
issue-3121	172	12	investment	investment	NOUN
issue-3121	172	13	,	,	PUNCT
issue-3121	172	14	as	as	SCONJ
issue-3121	172	15	the	the	DET
issue-3121	172	16	irr	irr	NOUN
issue-3121	172	17	would	would	AUX
issue-3121	172	18	exceed	exceed	VERB
issue-3121	172	19	the	the	DET
issue-3121	172	20	cost	cost	NOUN
issue-3121	172	21	of	of	ADP
issue-3121	172	22	capital	capital	NOUN
issue-3121	172	23	and	and	CCONJ
issue-3121	172	24	generate	generate	VERB
issue-3121	172	25	additional	additional	ADJ
issue-3121	172	26	value	value	NOUN
issue-3121	172	27	.	.	PUNCT
issue-3121	173	1	3	3	X
issue-3121	173	2	.	.	X
issue-3121	173	3	conclusions	conclusion	NOUN
issue-3121	173	4	in	in	ADP
issue-3121	173	5	general	general	ADJ
issue-3121	173	6	,	,	PUNCT
issue-3121	173	7	with	with	ADP
issue-3121	173	8	the	the	DET
issue-3121	173	9	right	right	ADJ
issue-3121	173	10	assessment	assessment	NOUN
issue-3121	173	11	and	and	CCONJ
issue-3121	173	12	implementation	implementation	NOUN
issue-3121	173	13	,	,	PUNCT
issue-3121	173	14	ai	ai	VERB
issue-3121	173	15	can	can	AUX
issue-3121	173	16	not	not	PART
issue-3121	173	17	only	only	ADV
issue-3121	173	18	multiply	multiply	VERB
issue-3121	173	19	investments	investment	NOUN
issue-3121	173	20	,	,	PUNCT
issue-3121	173	21	but	but	CCONJ
issue-3121	173	22	also	also	ADV
issue-3121	173	23	:	:	PUNCT
issue-3121	173	24	1	1	X
issue-3121	173	25	.	.	X
issue-3121	173	26	reduce	reduce	VERB
issue-3121	173	27	costs	cost	NOUN
issue-3121	173	28	for	for	ADP
issue-3121	173	29	defects	defect	NOUN
issue-3121	173	30	and	and	CCONJ
issue-3121	173	31	readjustment	readjustment	NOUN
issue-3121	173	32	.	.	PUNCT
issue-3121	174	1	early	early	ADJ
issue-3121	174	2	warnings	warning	NOUN
issue-3121	174	3	about	about	ADP
issue-3121	174	4	defects	defect	NOUN
issue-3121	174	5	minimise	minimise	VERB
issue-3121	174	6	the	the	DET
issue-3121	174	7	risk	risk	NOUN
issue-3121	174	8	of	of	ADP
issue-3121	174	9	releasing	release	VERB
issue-3121	174	10	low	low	ADJ
issue-3121	174	11	-	-	PUNCT
issue-3121	174	12	quality	quality	NOUN
issue-3121	174	13	products	product	NOUN
issue-3121	174	14	and	and	CCONJ
issue-3121	174	15	recalls	recall	VERB
issue-3121	174	16	from	from	ADP
issue-3121	174	17	the	the	DET
issue-3121	174	18	market	market	NOUN
issue-3121	174	19	.	.	PUNCT
issue-3121	175	1	2	2	X
issue-3121	175	2	.	.	X
issue-3121	175	3	increase	increase	VERB
issue-3121	175	4	personnel	personnel	NOUN
issue-3121	175	5	productivity	productivity	NOUN
issue-3121	175	6	.	.	PUNCT
issue-3121	176	1	ai	ai	PROPN
issue-3121	176	2	will	will	AUX
issue-3121	176	3	perform	perform	VERB
issue-3121	176	4	routine	routine	ADJ
issue-3121	176	5	tasks	task	NOUN
issue-3121	176	6	,	,	PUNCT
issue-3121	176	7	while	while	SCONJ
issue-3121	176	8	employees	employee	NOUN
issue-3121	176	9	can	can	AUX
issue-3121	176	10	focus	focus	VERB
issue-3121	176	11	on	on	ADP
issue-3121	176	12	more	more	ADJ
issue-3121	176	13	complex	complex	ADJ
issue-3121	176	14	conceptual	conceptual	ADJ
issue-3121	176	15	solutions	solution	NOUN
issue-3121	176	16	,	,	PUNCT
issue-3121	176	17	including	include	VERB
issue-3121	176	18	innovative	innovative	ADJ
issue-3121	176	19	ones	one	NOUN
issue-3121	176	20	.	.	PUNCT
issue-3121	177	1	3	3	X
issue-3121	177	2	.	.	X
issue-3121	177	3	improve	improve	VERB
issue-3121	177	4	and	and	CCONJ
issue-3121	177	5	simplify	simplify	VERB
issue-3121	177	6	decision	decision	NOUN
issue-3121	177	7	-	-	PUNCT
issue-3121	177	8	making	make	VERB
issue-3121	177	9	processes	process	NOUN
issue-3121	177	10	.	.	PUNCT
issue-3121	178	1	ai	ai	VERB
issue-3121	178	2	can	can	AUX
issue-3121	178	3	generate	generate	VERB
issue-3121	178	4	real	real	ADJ
issue-3121	178	5	-	-	PUNCT
issue-3121	178	6	time	time	NOUN
issue-3121	178	7	analytics	analytic	NOUN
issue-3121	178	8	and	and	CCONJ
issue-3121	178	9	dashboards	dashboard	NOUN
issue-3121	178	10	for	for	ADP
issue-3121	178	11	managers	manager	NOUN
issue-3121	178	12	,	,	PUNCT
issue-3121	178	13	which	which	PRON
issue-3121	178	14	increases	increase	VERB
issue-3121	178	15	process	process	NOUN
issue-3121	178	16	transparency	transparency	NOUN
issue-3121	178	17	.	.	PUNCT
issue-3121	179	1	4	4	X
issue-3121	179	2	.	.	X
issue-3121	179	3	stimulate	stimulate	VERB
issue-3121	179	4	innovation	innovation	NOUN
issue-3121	179	5	.	.	PUNCT
issue-3121	180	1	to	to	PART
issue-3121	180	2	integrate	integrate	VERB
issue-3121	180	3	ai	ai	VERB
issue-3121	180	4	,	,	PUNCT
issue-3121	180	5	it	it	PRON
issue-3121	180	6	infrastructures	infrastructure	NOUN
issue-3121	180	7	are	be	AUX
issue-3121	180	8	often	often	ADV
issue-3121	180	9	updated	update	VERB
issue-3121	180	10	,	,	PUNCT
issue-3121	180	11	cloud	cloud	NOUN
issue-3121	180	12	computing	computing	NOUN
issue-3121	180	13	,	,	PUNCT
issue-3121	180	14	iot	iot	ADJ
issue-3121	180	15	sensors	sensor	NOUN
issue-3121	180	16	,	,	PUNCT
issue-3121	180	17	and	and	CCONJ
issue-3121	180	18	digital	digital	ADJ
issue-3121	180	19	twins	twin	NOUN
issue-3121	180	20	are	be	AUX
issue-3121	180	21	introduced	introduce	VERB
issue-3121	180	22	,	,	PUNCT
issue-3121	180	23	which	which	PRON
issue-3121	180	24	in	in	ADP
issue-3121	180	25	turn	turn	NOUN
issue-3121	180	26	improves	improve	VERB
issue-3121	180	27	all	all	DET
issue-3121	180	28	areas	area	NOUN
issue-3121	180	29	of	of	ADP
issue-3121	180	30	the	the	DET
issue-3121	180	31	company	company	NOUN
issue-3121	180	32	's	's	PART
issue-3121	180	33	work	work	NOUN
issue-3121	180	34	,	,	PUNCT
issue-3121	180	35	even	even	ADV
issue-3121	180	36	those	those	PRON
issue-3121	180	37	in	in	ADP
issue-3121	180	38	which	which	PRON
issue-3121	180	39	ai	ai	VERB
issue-3121	180	40	is	be	AUX
issue-3121	180	41	not	not	PART
issue-3121	180	42	involved	involve	VERB
issue-3121	180	43	.	.	PUNCT
issue-3121	181	1	figure	figure	VERB
issue-3121	181	2	1	1	NUM
issue-3121	181	3	.	.	PUNCT
issue-3121	181	4	stages	stage	NOUN
issue-3121	181	5	of	of	ADP
issue-3121	181	6	ai	ai	ADJ
issue-3121	181	7	implementation	implementation	NOUN
issue-3121	181	8	into	into	ADP
issue-3121	181	9	the	the	DET
issue-3121	181	10	existing	exist	VERB
issue-3121	181	11	systems	system	NOUN
issue-3121	181	12	source	source	NOUN
issue-3121	181	13	:	:	PUNCT
issue-3121	181	14	project	project	NOUN
issue-3121	181	15	management	management	PROPN
issue-3121	181	16	institute	institute	NOUN
issue-3121	181	17	,	,	PUNCT
issue-3121	181	18	2020	2020	NUM
issue-3121	181	19	baltic	baltic	PROPN
issue-3121	181	20	journal	journal	PROPN
issue-3121	181	21	of	of	ADP
issue-3121	181	22	economic	economic	ADJ
issue-3121	181	23	studies	study	NOUN
issue-3121	181	24	213	213	NUM
issue-3121	181	25	vol	vol	NOUN
issue-3121	181	26	.	.	PUNCT
issue-3121	182	1	11	11	NUM
issue-3121	183	1	no	no	NOUN
issue-3121	183	2	.	.	NOUN
issue-3121	183	3	5	5	NUM
issue-3121	183	4	,	,	PUNCT
issue-3121	183	5	2025	2025	NUM
issue-3121	183	6	table	table	NOUN
issue-3121	183	7	2	2	NUM
issue-3121	183	8	results	result	NOUN
issue-3121	183	9	before	before	ADV
issue-3121	183	10	and	and	CCONJ
issue-3121	183	11	after	after	ADP
issue-3121	183	12	ai	ai	VERB
issue-3121	183	13	integration	integration	NOUN
issue-3121	183	14	into	into	ADP
issue-3121	183	15	auto	auto	NOUN
issue-3121	183	16	parts	part	NOUN
issue-3121	183	17	production	production	NOUN
issue-3121	183	18	indicator	indicator	NOUN
issue-3121	183	19	before	before	ADP
issue-3121	183	20	ai	ai	VERB
issue-3121	183	21	after	after	ADP
issue-3121	183	22	ai	ai	VERB
issue-3121	183	23	share	share	NOUN
issue-3121	183	24	of	of	ADP
issue-3121	183	25	defectives	defective	NOUN
issue-3121	183	26	,	,	PUNCT
issue-3121	183	27	%	%	NOUN
issue-3121	183	28	7,5	7,5	NUM
issue-3121	183	29	%	%	NOUN
issue-3121	183	30	2,3	2,3	NUM
issue-3121	183	31	%	%	NOUN
issue-3121	183	32	readjustments	readjustment	NOUN
issue-3121	183	33	costs	cost	NOUN
issue-3121	183	34	,	,	PUNCT
issue-3121	183	35	$	$	SYM
issue-3121	183	36	annually	annually	ADV
issue-3121	183	37	300	300	NUM
issue-3121	183	38	000	000	NUM
issue-3121	183	39	132	132	NUM
issue-3121	183	40	000	000	NUM
issue-3121	183	41	personnel	personnel	NOUN
issue-3121	183	42	efficiency	efficiency	NOUN
issue-3121	183	43	in	in	ADP
issue-3121	183	44	9	9	NUM
issue-3121	183	45	months	month	NOUN
issue-3121	183	46	,	,	PUNCT
issue-3121	183	47	%	%	INTJ
issue-3121	183	48	-%	-%	PROPN
issue-3121	183	49	67	67	NUM
issue-3121	183	50	%	%	NOUN
issue-3121	183	51	roi	roi	NOUN
issue-3121	183	52	for	for	ADP
issue-3121	183	53	the	the	DET
issue-3121	183	54	first	first	ADJ
issue-3121	183	55	year	year	NOUN
issue-3121	183	56	,	,	PUNCT
issue-3121	183	57	%	%	NOUN
issue-3121	183	58	45	45	NUM
issue-3121	183	59	%	%	NOUN
issue-3121	183	60	source	source	NOUN
issue-3121	183	61	:	:	PUNCT
issue-3121	183	62	notional	notional	ADJ
issue-3121	183	63	data	datum	NOUN
issue-3121	183	64	summarised	summarise	VERB
issue-3121	183	65	on	on	ADP
issue-3121	183	66	the	the	DET
issue-3121	183	67	basis	basis	NOUN
issue-3121	183	68	of	of	ADP
issue-3121	183	69	real	real	ADJ
issue-3121	183	70	cases	case	NOUN
issue-3121	183	71	from	from	ADP
issue-3121	183	72	industry	industry	NOUN
issue-3121	183	73	reports	report	NOUN
issue-3121	183	74	by	by	ADP
issue-3121	183	75	project	project	NOUN
issue-3121	183	76	management	management	NOUN
issue-3121	183	77	institute	institute	NOUN
issue-3121	183	78	,	,	PUNCT
issue-3121	183	79	2019	2019	NUM
issue-3121	183	80	;	;	PUNCT
issue-3121	183	81	kodithyala	kodithyala	PROPN
issue-3121	183	82	,	,	PUNCT
issue-3121	183	83	2025	2025	NUM
issue-3121	183	84	this	this	DET
issue-3121	183	85	effect	effect	NOUN
issue-3121	183	86	lends	lend	VERB
issue-3121	183	87	support	support	NOUN
issue-3121	183	88	to	to	ADP
issue-3121	183	89	the	the	DET
issue-3121	183	90	argument	argument	NOUN
issue-3121	183	91	that	that	SCONJ
issue-3121	183	92	the	the	DET
issue-3121	183	93	implementation	implementation	NOUN
issue-3121	183	94	of	of	ADP
issue-3121	183	95	ai	ai	NOUN
issue-3121	183	96	in	in	ADP
issue-3121	183	97	quality	quality	NOUN
issue-3121	183	98	management	management	NOUN
issue-3121	183	99	,	,	PUNCT
issue-3121	183	100	with	with	ADP
issue-3121	183	101	adequate	adequate	ADJ
issue-3121	183	102	risk	risk	NOUN
issue-3121	183	103	management	management	NOUN
issue-3121	183	104	and	and	CCONJ
issue-3121	183	105	planning	planning	NOUN
issue-3121	183	106	,	,	PUNCT
issue-3121	183	107	is	be	AUX
issue-3121	183	108	a	a	DET
issue-3121	183	109	profitable	profitable	ADJ
issue-3121	183	110	venture	venture	NOUN
issue-3121	183	111	on	on	ADP
issue-3121	183	112	average	average	ADJ
issue-3121	183	113	within	within	ADP
issue-3121	183	114	a	a	DET
issue-3121	183	115	timeframe	timeframe	NOUN
issue-3121	183	116	of	of	ADP
issue-3121	183	117	1	1	NUM
issue-3121	183	118	-	-	SYM
issue-3121	183	119	3	3	NUM
issue-3121	183	120	years	year	NOUN
issue-3121	183	121	.	.	PUNCT
issue-3121	184	1	the	the	DET
issue-3121	184	2	potential	potential	NOUN
issue-3121	184	3	of	of	ADP
issue-3121	184	4	ai	ai	VERB
issue-3121	184	5	to	to	PART
issue-3121	184	6	transform	transform	VERB
issue-3121	184	7	formal	formal	ADJ
issue-3121	184	8	quality	quality	NOUN
issue-3121	184	9	control	control	NOUN
issue-3121	184	10	into	into	ADP
issue-3121	184	11	a	a	DET
issue-3121	184	12	driving	drive	VERB
issue-3121	184	13	force	force	NOUN
issue-3121	184	14	for	for	ADP
issue-3121	184	15	improving	improve	VERB
issue-3121	184	16	products	product	NOUN
issue-3121	184	17	and	and	CCONJ
issue-3121	184	18	processes	process	NOUN
issue-3121	184	19	is	be	AUX
issue-3121	184	20	significant	significant	ADJ
issue-3121	184	21	.	.	PUNCT
issue-3121	185	1	ai	ai	AUX
issue-3121	185	2	methods	method	NOUN
issue-3121	185	3	and	and	CCONJ
issue-3121	185	4	algorithms	algorithm	NOUN
issue-3121	185	5	,	,	PUNCT
issue-3121	185	6	such	such	ADJ
issue-3121	185	7	as	as	ADP
issue-3121	185	8	ml	ml	PROPN
issue-3121	185	9	,	,	PUNCT
issue-3121	185	10	cnn	cnn	PROPN
issue-3121	185	11	,	,	PUNCT
issue-3121	185	12	rnn	rnn	PROPN
issue-3121	185	13	,	,	PUNCT
issue-3121	185	14	nlp	nlp	NOUN
issue-3121	185	15	,	,	PUNCT
issue-3121	185	16	as	as	ADV
issue-3121	185	17	well	well	ADV
issue-3121	185	18	as	as	ADP
issue-3121	185	19	expert	expert	ADJ
issue-3121	185	20	systems	system	NOUN
issue-3121	185	21	,	,	PUNCT
issue-3121	185	22	offer	offer	VERB
issue-3121	185	23	the	the	DET
issue-3121	185	24	opportunity	opportunity	NOUN
issue-3121	185	25	to	to	PART
issue-3121	185	26	perform	perform	VERB
issue-3121	185	27	a	a	DET
issue-3121	185	28	wide	wide	ADJ
issue-3121	185	29	range	range	NOUN
issue-3121	185	30	of	of	ADP
issue-3121	185	31	tasks	task	NOUN
issue-3121	185	32	,	,	PUNCT
issue-3121	185	33	from	from	ADP
issue-3121	185	34	the	the	DET
issue-3121	185	35	visual	visual	ADJ
issue-3121	185	36	inspection	inspection	NOUN
issue-3121	185	37	of	of	ADP
issue-3121	185	38	products	product	NOUN
issue-3121	185	39	to	to	ADP
issue-3121	185	40	the	the	DET
issue-3121	185	41	automated	automate	VERB
issue-3121	185	42	analysis	analysis	NOUN
issue-3121	185	43	of	of	ADP
issue-3121	185	44	text	text	NOUN
issue-3121	185	45	documentation	documentation	NOUN
issue-3121	185	46	,	,	PUNCT
issue-3121	185	47	while	while	SCONJ
issue-3121	185	48	ensuring	ensure	VERB
issue-3121	185	49	that	that	SCONJ
issue-3121	185	50	only	only	ADV
issue-3121	185	51	the	the	DET
issue-3121	185	52	necessary	necessary	ADJ
issue-3121	185	53	control	control	NOUN
issue-3121	185	54	processes	process	NOUN
issue-3121	185	55	are	be	AUX
issue-3121	185	56	automated	automate	VERB
issue-3121	185	57	.	.	PUNCT
issue-3121	186	1	it	it	PRON
issue-3121	186	2	is	be	AUX
issue-3121	186	3	evident	evident	ADJ
issue-3121	186	4	that	that	SCONJ
issue-3121	186	5	the	the	DET
issue-3121	186	6	integration	integration	NOUN
issue-3121	186	7	of	of	ADP
issue-3121	186	8	artificial	artificial	ADJ
issue-3121	186	9	intelligence	intelligence	NOUN
issue-3121	186	10	within	within	ADP
issue-3121	186	11	the	the	DET
issue-3121	186	12	framework	framework	NOUN
issue-3121	186	13	of	of	ADP
issue-3121	186	14	project	project	NOUN
issue-3121	186	15	quality	quality	NOUN
issue-3121	186	16	management	management	NOUN
issue-3121	186	17	engenders	engender	NOUN
issue-3121	186	18	tangible	tangible	ADJ
issue-3121	186	19	economic	economic	ADJ
issue-3121	186	20	and	and	CCONJ
issue-3121	186	21	operational	operational	ADJ
issue-3121	186	22	advantages	advantage	NOUN
issue-3121	186	23	.	.	PUNCT
issue-3121	187	1	a	a	DET
issue-3121	187	2	systematic	systematic	ADJ
issue-3121	187	3	approach	approach	NOUN
issue-3121	187	4	to	to	ADP
issue-3121	187	5	planning	planning	NOUN
issue-3121	187	6	,	,	PUNCT
issue-3121	187	7	evaluation	evaluation	NOUN
issue-3121	187	8	(	(	PUNCT
issue-3121	187	9	roi	roi	NOUN
issue-3121	187	10	,	,	PUNCT
issue-3121	187	11	tco	tco	NOUN
issue-3121	187	12	,	,	PUNCT
issue-3121	187	13	npv	npv	NOUN
issue-3121	187	14	,	,	PUNCT
issue-3121	187	15	irr	irr	PROPN
issue-3121	187	16	)	)	PUNCT
issue-3121	187	17	and	and	CCONJ
issue-3121	187	18	scaling	scaling	NOUN
issue-3121	187	19	will	will	AUX
issue-3121	187	20	provide	provide	VERB
issue-3121	187	21	the	the	DET
issue-3121	187	22	opportunity	opportunity	NOUN
issue-3121	187	23	to	to	PART
issue-3121	187	24	avoid	avoid	VERB
issue-3121	187	25	typical	typical	ADJ
issue-3121	187	26	pitfalls	pitfall	NOUN
issue-3121	187	27	and	and	CCONJ
issue-3121	187	28	maximise	maximise	VERB
issue-3121	187	29	the	the	DET
issue-3121	187	30	potential	potential	NOUN
issue-3121	187	31	of	of	ADP
issue-3121	187	32	artificial	artificial	ADJ
issue-3121	187	33	intelligence	intelligence	NOUN
issue-3121	187	34	for	for	ADP
issue-3121	187	35	continual	continual	ADJ
issue-3121	187	36	improvement	improvement	NOUN
issue-3121	187	37	of	of	ADP
issue-3121	187	38	quality	quality	NOUN
issue-3121	187	39	,	,	PUNCT
issue-3121	187	40	competitiveness	competitiveness	NOUN
issue-3121	187	41	and	and	CCONJ
issue-3121	187	42	innovativeness	innovativeness	NOUN
issue-3121	187	43	.	.	PUNCT
issue-3121	188	1	references	reference	NOUN
issue-3121	188	2	:	:	PUNCT
issue-3121	188	3	bernardo	bernardo	NOUN
issue-3121	188	4	,	,	PUNCT
issue-3121	188	5	v.	v.	PROPN
issue-3121	188	6	(	(	PUNCT
issue-3121	188	7	2023	2023	NUM
issue-3121	188	8	)	)	PUNCT
issue-3121	188	9	.	.	PUNCT
issue-3121	189	1	explainable	explainable	ADJ
issue-3121	189	2	artificial	artificial	ADJ
issue-3121	189	3	intelligence	intelligence	NOUN
issue-3121	189	4	.	.	PUNCT
issue-3121	190	1	edps	edp	NOUN
issue-3121	190	2	techdispatch	techdispatch	VERB
issue-3121	190	3	.	.	PUNCT
issue-3121	191	1	available	available	ADJ
issue-3121	191	2	at	at	ADP
issue-3121	191	3	:	:	PUNCT
issue-3121	191	4	https://www.edps.europa.eu/system/files/2023-11/23-11-16_techdispatch_xai_en.pdf	https://www.edps.europa.eu/system/files/2023-11/23-11-16_techdispatch_xai_en.pdf	NOUN
issue-3121	191	5	coykendall	coykendall	NOUN
issue-3121	191	6	,	,	PUNCT
issue-3121	191	7	j.	j.	PROPN
issue-3121	191	8	,	,	PUNCT
issue-3121	191	9	hardin	hardin	PROPN
issue-3121	191	10	,	,	PUNCT
issue-3121	191	11	k.	k.	PROPN
issue-3121	191	12	,	,	PUNCT
issue-3121	191	13	&	&	CCONJ
issue-3121	191	14	morehouse	morehouse	PROPN
issue-3121	191	15	,	,	PUNCT
issue-3121	191	16	j.	j.	PROPN
issue-3121	191	17	(	(	PUNCT
issue-3121	191	18	2023	2023	NUM
issue-3121	191	19	)	)	PUNCT
issue-3121	191	20	.	.	PUNCT
issue-3121	192	1	2024	2024	NUM
issue-3121	192	2	manufacturing	manufacturing	NOUN
issue-3121	192	3	industry	industry	NOUN
issue-3121	192	4	outlook	outlook	NOUN
issue-3121	192	5	.	.	PUNCT
issue-3121	193	1	available	available	ADJ
issue-3121	193	2	at	at	ADP
issue-3121	193	3	:	:	PUNCT
issue-3121	193	4	https://www2.deloitte.com/us/en/insights/industry/manufacturing/manufacturing-industry-outlook-2024	https://www2.deloitte.com/us/en/insights/industry/manufacturing/manufacturing-industry-outlook-2024	VERB
issue-3121	193	5	directorate	directorate	ADJ
issue-3121	193	6	-	-	PUNCT
issue-3121	193	7	general	general	ADJ
issue-3121	193	8	for	for	ADP
issue-3121	193	9	research	research	NOUN
issue-3121	193	10	and	and	CCONJ
issue-3121	193	11	innovation	innovation	NOUN
issue-3121	193	12	(	(	PUNCT
issue-3121	193	13	european	european	PROPN
issue-3121	193	14	commission	commission	PROPN
issue-3121	193	15	)	)	PUNCT
issue-3121	193	16	,	,	PUNCT
issue-3121	193	17	breque	breque	PROPN
issue-3121	193	18	m	m	PROPN
issue-3121	193	19	,	,	PUNCT
issue-3121	193	20	de	de	PROPN
issue-3121	193	21	nul	nul	PROPN
issue-3121	193	22	l.	l.	PROPN
issue-3121	193	23	,	,	PUNCT
issue-3121	193	24	petridis	petridi	VERB
issue-3121	193	25	a.	a.	NOUN
issue-3121	193	26	(	(	PUNCT
issue-3121	193	27	2021	2021	NUM
issue-3121	193	28	)	)	PUNCT
issue-3121	193	29	.	.	PUNCT
issue-3121	194	1	industry	industry	NOUN
issue-3121	194	2	5.0	5.0	NUM
issue-3121	194	3	:	:	PUNCT
issue-3121	194	4	towards	towards	ADP
issue-3121	194	5	a	a	DET
issue-3121	194	6	sustainable	sustainable	ADJ
issue-3121	194	7	,	,	PUNCT
issue-3121	194	8	human	human	ADJ
issue-3121	194	9	-	-	PUNCT
issue-3121	194	10	centric	centric	ADJ
issue-3121	194	11	and	and	CCONJ
issue-3121	194	12	resilient	resilient	ADJ
issue-3121	194	13	european	european	ADJ
issue-3121	194	14	industry	industry	NOUN
issue-3121	194	15	.	.	PUNCT
issue-3121	195	1	available	available	ADJ
issue-3121	195	2	at	at	ADP
issue-3121	195	3	:	:	PUNCT
issue-3121	195	4	https://op.europa.eu/en/publication-detail/-/publication/468a892a-5097-11eb-b59f-01aa75ed71a1/	https://op.europa.eu/en/publication-detail/-/publication/468a892a-5097-11eb-b59f-01aa75ed71a1/	NUM
issue-3121	195	5	european	european	PROPN
issue-3121	195	6	commission	commission	PROPN
issue-3121	195	7	:	:	PUNCT
issue-3121	195	8	directorate	directorate	ADJ
issue-3121	195	9	-	-	PUNCT
issue-3121	195	10	general	general	ADJ
issue-3121	195	11	for	for	ADP
issue-3121	195	12	research	research	NOUN
issue-3121	195	13	and	and	CCONJ
issue-3121	195	14	innovation	innovation	NOUN
issue-3121	195	15	,	,	PUNCT
issue-3121	195	16	breque	breque	NOUN
issue-3121	195	17	,	,	PUNCT
issue-3121	195	18	m.	m.	NOUN
issue-3121	195	19	,	,	PUNCT
issue-3121	195	20	de	de	X
issue-3121	195	21	nul	nul	PROPN
issue-3121	195	22	,	,	PUNCT
issue-3121	195	23	l.	l.	PROPN
issue-3121	195	24	and	and	CCONJ
issue-3121	195	25	petridis	petridis	PROPN
issue-3121	195	26	,	,	PUNCT
issue-3121	195	27	a.	a.	NOUN
issue-3121	195	28	(	(	PUNCT
issue-3121	195	29	2021	2021	NUM
issue-3121	195	30	)	)	PUNCT
issue-3121	195	31	.	.	PUNCT
issue-3121	196	1	industry	industry	NOUN
issue-3121	196	2	5.0	5.0	NUM
issue-3121	196	3	–	–	PUNCT
issue-3121	196	4	towards	towards	ADP
issue-3121	196	5	a	a	DET
issue-3121	196	6	sustainable	sustainable	ADJ
issue-3121	196	7	,	,	PUNCT
issue-3121	196	8	human	human	ADJ
issue-3121	196	9	-	-	PUNCT
issue-3121	196	10	centric	centric	ADJ
issue-3121	196	11	and	and	CCONJ
issue-3121	196	12	resilient	resilient	ADJ
issue-3121	196	13	european	european	ADJ
issue-3121	196	14	industry	industry	NOUN
issue-3121	196	15	.	.	PUNCT
issue-3121	197	1	publications	publication	NOUN
issue-3121	197	2	office	office	NOUN
issue-3121	197	3	of	of	ADP
issue-3121	197	4	the	the	DET
issue-3121	197	5	european	european	PROPN
issue-3121	197	6	union	union	PROPN
issue-3121	197	7	.	.	PUNCT
issue-3121	198	1	available	available	ADJ
issue-3121	198	2	at	at	ADP
issue-3121	198	3	:	:	PUNCT
issue-3121	198	4	https://data.europa.eu/doi/10.2777/308407	https://data.europa.eu/doi/10.2777/308407	PROPN
issue-3121	198	5	garther	garther	NOUN
issue-3121	198	6	(	(	PUNCT
issue-3121	198	7	2019	2019	NUM
issue-3121	198	8	)	)	PUNCT
issue-3121	198	9	.	.	PUNCT
issue-3121	199	1	survey	survey	NOUN
issue-3121	199	2	analysis	analysis	NOUN
issue-3121	199	3	:	:	PUNCT
issue-3121	199	4	ai	ai	VERB
issue-3121	199	5	and	and	CCONJ
issue-3121	199	6	ml	ml	ADP
issue-3121	199	7	development	development	NOUN
issue-3121	199	8	strategies	strategy	NOUN
issue-3121	199	9	,	,	PUNCT
issue-3121	199	10	motivators	motivator	NOUN
issue-3121	199	11	and	and	CCONJ
issue-3121	199	12	adoption	adoption	NOUN
issue-3121	199	13	challenges	challenge	NOUN
issue-3121	199	14	.	.	PUNCT
issue-3121	200	1	available	available	ADJ
issue-3121	200	2	at	at	ADP
issue-3121	200	3	:	:	PUNCT
issue-3121	200	4	https://www.gartner.com/en/documents/3940005	https://www.gartner.com/en/documents/3940005	PROPN
issue-3121	200	5	hendrycks	hendryck	NOUN
issue-3121	200	6	,	,	PUNCT
issue-3121	200	7	d.	d.	PROPN
issue-3121	200	8	,	,	PUNCT
issue-3121	200	9	mazeika	mazeika	PROPN
issue-3121	200	10	,	,	PUNCT
issue-3121	200	11	m.	m.	NOUN
issue-3121	200	12	,	,	PUNCT
issue-3121	200	13	&	&	CCONJ
issue-3121	200	14	woodside	woodside	PROPN
issue-3121	200	15	,	,	PUNCT
issue-3121	200	16	t.	t.	PROPN
issue-3121	200	17	(	(	PUNCT
issue-3121	200	18	2023	2023	NUM
issue-3121	200	19	)	)	PUNCT
issue-3121	200	20	.	.	PUNCT
issue-3121	201	1	an	an	DET
issue-3121	201	2	overview	overview	NOUN
issue-3121	201	3	of	of	ADP
issue-3121	201	4	catastrophic	catastrophic	ADJ
issue-3121	201	5	ai	ai	NOUN
issue-3121	201	6	risks	risk	NOUN
issue-3121	201	7	.	.	PUNCT
issue-3121	202	1	center	center	NOUN
issue-3121	202	2	for	for	ADP
issue-3121	202	3	ai	ai	PROPN
issue-3121	202	4	safety	safety	NOUN
issue-3121	202	5	.	.	PUNCT
issue-3121	203	1	available	available	ADJ
issue-3121	203	2	at	at	ADP
issue-3121	203	3	:	:	PUNCT
issue-3121	203	4	https://safe.ai/ai-risk	https://safe.ai/ai-risk	NOUN
issue-3121	203	5	iso	iso	NOUN
issue-3121	203	6	9001	9001	NUM
issue-3121	203	7	(	(	PUNCT
issue-3121	203	8	2015	2015	NUM
issue-3121	203	9	)	)	PUNCT
issue-3121	203	10	.	.	PUNCT
issue-3121	204	1	quality	quality	NOUN
issue-3121	204	2	management	management	NOUN
issue-3121	204	3	systems	system	NOUN
issue-3121	204	4	–	–	PUNCT
issue-3121	204	5	requirements	requirement	NOUN
issue-3121	204	6	.	.	PUNCT
issue-3121	205	1	available	available	ADJ
issue-3121	205	2	at	at	ADP
issue-3121	205	3	:	:	PUNCT
issue-3121	205	4	https://ontu.edu.ua/download/	https://ontu.edu.ua/download/	PROPN
issue-3121	205	5	pubinfo	pubinfo	PROPN
issue-3121	205	6	/	/	SYM
issue-3121	205	7	dcc	dcc	PROPN
issue-3121	205	8	/	/	SYM
issue-3121	205	9	standard	standard	ADJ
issue-3121	205	10	-	-	PUNCT
issue-3121	205	11	iso-9001	iso-9001	NOUN
issue-3121	205	12	-	-	PUNCT
issue-3121	205	13	2015	2015	NUM
issue-3121	205	14	-	-	PUNCT
issue-3121	205	15	en.pdf	en.pdf	NOUN
issue-3121	205	16	kodithyala	kodithyala	NOUN
issue-3121	205	17	,	,	PUNCT
issue-3121	205	18	k.	k.	PROPN
issue-3121	205	19	s.	s.	PROPN
issue-3121	205	20	(	(	PUNCT
issue-3121	205	21	2025	2025	NUM
issue-3121	205	22	)	)	PUNCT
issue-3121	205	23	.	.	PUNCT
issue-3121	206	1	synergy	synergy	NOUN
issue-3121	206	2	of	of	ADP
issue-3121	206	3	ai	ai	PROPN
issue-3121	206	4	and	and	CCONJ
issue-3121	206	5	human	human	ADJ
issue-3121	206	6	expertise	expertise	NOUN
issue-3121	206	7	:	:	PUNCT
issue-3121	206	8	the	the	DET
issue-3121	206	9	new	new	ADJ
issue-3121	206	10	paradigm	paradigm	NOUN
issue-3121	206	11	in	in	ADP
issue-3121	206	12	platform	platform	NOUN
issue-3121	206	13	engineering	engineering	NOUN
issue-3121	206	14	quality	quality	NOUN
issue-3121	206	15	assurance	assurance	NOUN
issue-3121	206	16	.	.	PUNCT
issue-3121	207	1	world	world	PROPN
issue-3121	207	2	journal	journal	PROPN
issue-3121	207	3	of	of	ADP
issue-3121	207	4	advanced	advanced	ADJ
issue-3121	207	5	engineering	engineering	NOUN
issue-3121	207	6	technology	technology	NOUN
issue-3121	207	7	and	and	CCONJ
issue-3121	207	8	sciences	science	NOUN
issue-3121	207	9	,	,	PUNCT
issue-3121	207	10	15(02	15(02	NOUN
issue-3121	207	11	)	)	PUNCT
issue-3121	207	12	,	,	PUNCT
issue-3121	207	13	811–818	811–818	NUM
issue-3121	207	14	.	.	PUNCT
issue-3121	208	1	nissan	nissan	PROPN
issue-3121	208	2	global	global	ADJ
issue-3121	208	3	(	(	PUNCT
issue-3121	208	4	2022	2022	NUM
issue-3121	208	5	)	)	PUNCT
issue-3121	208	6	.	.	PUNCT
issue-3121	209	1	ai	ai	AUX
issue-3121	209	2	technology	technology	NOUN
issue-3121	209	3	brings	bring	VERB
issue-3121	209	4	excitement	excitement	NOUN
issue-3121	209	5	to	to	ADP
issue-3121	209	6	nissan	nissan	PROPN
issue-3121	209	7	japan	japan	PROPN
issue-3121	209	8	.	.	PUNCT
issue-3121	210	1	available	available	ADJ
issue-3121	210	2	at	at	ADP
issue-3121	210	3	:	:	PUNCT
issue-3121	210	4	https://www.nissan-global.com/en/stories/releases/nissan-ai-technology/	https://www.nissan-global.com/en/stories/releases/nissan-ai-technology/	PROPN
issue-3121	210	5	nissan	nissan	PROPN
issue-3121	210	6	stories	story	NOUN
issue-3121	210	7	usa	usa	PROPN
issue-3121	210	8	(	(	PUNCT
issue-3121	210	9	2024	2024	NUM
issue-3121	210	10	)	)	PUNCT
issue-3121	210	11	.	.	PUNCT
issue-3121	211	1	how	how	SCONJ
issue-3121	211	2	ai	ai	AUX
issue-3121	211	3	is	be	AUX
issue-3121	211	4	driving	drive	VERB
issue-3121	211	5	nissan	nissan	PROPN
issue-3121	211	6	’s	’s	PART
issue-3121	211	7	cutting	cutting	NOUN
issue-3121	211	8	-	-	PUNCT
issue-3121	211	9	edge	edge	NOUN
issue-3121	211	10	paint	paint	NOUN
issue-3121	211	11	process	process	NOUN
issue-3121	211	12	toward	toward	ADP
issue-3121	211	13	perfection	perfection	NOUN
issue-3121	211	14	.	.	PUNCT
issue-3121	212	1	available	available	ADJ
issue-3121	212	2	at	at	ADP
issue-3121	212	3	:	:	PUNCT
issue-3121	212	4	https://usa.nissanstories.com/en-us/releases/how-ai-is-driving-nissans-cutting-edge-paint-process-towardperfection	https://usa.nissanstories.com/en-us/releases/how-ai-is-driving-nissans-cutting-edge-paint-process-towardperfection	NOUN
issue-3121	212	5	project	project	PROPN
issue-3121	212	6	management	management	PROPN
issue-3121	212	7	institute	institute	NOUN
issue-3121	212	8	(	(	PUNCT
issue-3121	212	9	2019	2019	NUM
issue-3121	212	10	)	)	PUNCT
issue-3121	212	11	.	.	PUNCT
issue-3121	213	1	ai	ai	VERB
issue-3121	213	2	innovators	innovator	NOUN
issue-3121	213	3	:	:	PUNCT
issue-3121	213	4	cracking	crack	VERB
issue-3121	213	5	the	the	DET
issue-3121	213	6	code	code	NOUN
issue-3121	213	7	on	on	ADP
issue-3121	213	8	project	project	NOUN
issue-3121	213	9	performance	performance	NOUN
issue-3121	213	10	.	.	PUNCT
issue-3121	214	1	available	available	ADJ
issue-3121	214	2	at	at	ADP
issue-3121	214	3	:	:	PUNCT
issue-3121	214	4	https://www.pmi.org/learning/thought-leadership/pulse/ai-innovators	https://www.pmi.org/learning/thought-leadership/pulse/ai-innovators	PROPN
issue-3121	214	5	project	project	NOUN
issue-3121	214	6	management	management	PROPN
issue-3121	214	7	institute	institute	NOUN
issue-3121	214	8	(	(	PUNCT
issue-3121	214	9	2020	2020	NUM
issue-3121	214	10	)	)	PUNCT
issue-3121	214	11	.	.	PUNCT
issue-3121	215	1	playbook	playbook	NOUN
issue-3121	215	2	for	for	ADP
issue-3121	215	3	project	project	NOUN
issue-3121	215	4	management	management	NOUN
issue-3121	215	5	in	in	ADP
issue-3121	215	6	data	datum	NOUN
issue-3121	215	7	science	science	NOUN
issue-3121	215	8	and	and	CCONJ
issue-3121	215	9	artificial	artificial	ADJ
issue-3121	215	10	intelligence	intelligence	NOUN
issue-3121	215	11	projects	project	NOUN
issue-3121	215	12	.	.	PUNCT
issue-3121	216	1	66	66	NUM
issue-3121	216	2	p.	p.	NOUN
issue-3121	216	3	project	project	PROPN
issue-3121	216	4	management	management	PROPN
issue-3121	216	5	institute	institute	NOUN
issue-3121	216	6	(	(	PUNCT
issue-3121	216	7	2023	2023	NUM
issue-3121	216	8	)	)	PUNCT
issue-3121	216	9	.	.	PUNCT
issue-3121	217	1	shaping	shape	VERB
issue-3121	217	2	the	the	DET
issue-3121	217	3	future	future	NOUN
issue-3121	217	4	of	of	ADP
issue-3121	217	5	project	project	NOUN
issue-3121	217	6	management	management	NOUN
issue-3121	217	7	with	with	ADP
issue-3121	217	8	ai	ai	PROPN
issue-3121	217	9	.	.	PROPN
issue-3121	217	10	26	26	NUM
issue-3121	217	11	p.	p.	NOUN
issue-3121	217	12	siemens	siemen	NOUN
issue-3121	217	13	(	(	PUNCT
issue-3121	217	14	2025	2025	NUM
issue-3121	217	15	)	)	PUNCT
issue-3121	217	16	.	.	PUNCT
issue-3121	218	1	siemens	siemens	PROPN
issue-3121	218	2	expands	expand	VERB
issue-3121	218	3	industrial	industrial	ADJ
issue-3121	218	4	copilot	copilot	NOUN
issue-3121	218	5	with	with	ADP
issue-3121	218	6	new	new	ADJ
issue-3121	218	7	generative	generative	ADJ
issue-3121	218	8	ai	ai	ADJ
issue-3121	218	9	-	-	PUNCT
issue-3121	218	10	powered	power	VERB
issue-3121	218	11	maintenance	maintenance	NOUN
issue-3121	218	12	offering	offering	NOUN
issue-3121	218	13	.	.	PUNCT
issue-3121	219	1	available	available	ADJ
issue-3121	219	2	at	at	ADP
issue-3121	219	3	:	:	PUNCT
issue-3121	219	4	https://press.siemens.com/global/en/pressrelease/siemens-expands-industrial-copilot-newgenerative-ai-powered-maintenance-offering	https://press.siemens.com/global/en/pressrelease/siemens-expands-industrial-copilot-newgenerative-ai-powered-maintenance-offere	VERB
issue-3121	219	5	singh	singh	PROPN
issue-3121	219	6	,	,	PUNCT
issue-3121	219	7	s.	s.	PROPN
issue-3121	219	8	(	(	PUNCT
issue-3121	219	9	2024	2024	NUM
issue-3121	219	10	)	)	PUNCT
issue-3121	219	11	.	.	PUNCT
issue-3121	220	1	nissan	nissan	PROPN
issue-3121	220	2	global	global	ADJ
issue-3121	220	3	production	production	NOUN
issue-3121	220	4	cuts	cut	VERB
issue-3121	220	5	imperil	imperil	PROPN
issue-3121	220	6	ceo	ceo	PROPN
issue-3121	220	7	’s	’s	PART
issue-3121	220	8	recovery	recovery	NOUN
issue-3121	220	9	plan	plan	NOUN
issue-3121	220	10	.	.	PUNCT
issue-3121	221	1	bloomberg	bloomberg	PROPN
issue-3121	221	2	.	.	PUNCT
issue-3121	221	3	available	available	ADJ
issue-3121	221	4	at	at	ADP
issue-3121	221	5	:	:	PUNCT
issue-3121	221	6	https://www.bloomberg.com/news/articles/2024-07-25/nissan-global-production-cuts-imperilceo-s-recovery-plan	https://www.bloomberg.com/news/articles/2024-07-25/nissan-global-production-cuts-imperilceo-s-recovery-plan	PROPN
issue-3121	221	7	yansiti	yansiti	PROPN
issue-3121	221	8	,	,	PUNCT
issue-3121	221	9	m.	m.	NOUN
issue-3121	221	10	,	,	PUNCT
issue-3121	221	11	&	&	CCONJ
issue-3121	221	12	lakhani	lakhani	PROPN
issue-3121	221	13	,	,	PUNCT
issue-3121	221	14	k.	k.	PROPN
issue-3121	221	15	(	(	PUNCT
issue-3121	221	16	2021	2021	NUM
issue-3121	221	17	)	)	PUNCT
issue-3121	221	18	.	.	PUNCT
issue-3121	222	1	competition	competition	NOUN
issue-3121	222	2	in	in	ADP
issue-3121	222	3	the	the	DET
issue-3121	222	4	era	era	NOUN
issue-3121	222	5	of	of	ADP
issue-3121	222	6	artificial	artificial	ADJ
issue-3121	222	7	intelligence	intelligence	NOUN
issue-3121	222	8	.	.	PUNCT
issue-3121	223	1	kyiv	kyiv	ADJ
issue-3121	223	2	:	:	PUNCT
issue-3121	223	3	fors	for	NOUN
issue-3121	223	4	ukraina	ukraina	PROPN
issue-3121	223	5	,	,	PUNCT
issue-3121	223	6	304	304	NUM
issue-3121	223	7	p.	p.	NOUN
issue-3121	223	8	received	receive	VERB
issue-3121	223	9	on	on	ADP
issue-3121	223	10	:	:	PUNCT
issue-3121	223	11	12th	12th	NOUN
issue-3121	223	12	of	of	ADP
issue-3121	223	13	september	september	PROPN
issue-3121	223	14	,	,	PUNCT
issue-3121	223	15	2025	2025	NUM
issue-3121	223	16	accepted	accept	VERB
issue-3121	223	17	on	on	ADP
issue-3121	223	18	:	:	PUNCT
issue-3121	223	19	15th	15th	NOUN
issue-3121	223	20	of	of	ADP
issue-3121	223	21	november	november	PROPN
issue-3121	223	22	,	,	PUNCT
issue-3121	223	23	2025	2025	NUM
issue-3121	223	24	published	publish	VERB
issue-3121	223	25	on	on	ADP
issue-3121	223	26	:	:	PUNCT
issue-3121	223	27	12th	12th	NOUN
issue-3121	223	28	of	of	ADP
issue-3121	223	29	december	december	PROPN
issue-3121	223	30	,	,	PUNCT
issue-3121	223	31	2025	2025	NUM