id	sid	tid	token	lemma	pos
cet-15676	1	1	doi	doi	NOUN
cet-15676	1	2	:	:	PUNCT
cet-15676	1	3	10.3303	10.3303	NUM
cet-15676	1	4	/	/	SYM
cet-15676	1	5	cet25120051	cet25120051	ADJ
cet-15676	1	6	paper	paper	NOUN
cet-15676	1	7	received	receive	VERB
cet-15676	1	8	:	:	PUNCT
cet-15676	1	9	20	20	NUM
cet-15676	1	10	june	june	PROPN
cet-15676	1	11	2025	2025	NUM
cet-15676	1	12	;	;	PUNCT
cet-15676	1	13	revised	revise	VERB
cet-15676	1	14	:	:	PUNCT
cet-15676	1	15	16	16	NUM
cet-15676	1	16	september	september	PROPN
cet-15676	1	17	2025	2025	NUM
cet-15676	1	18	;	;	PUNCT
cet-15676	1	19	accepted	accept	VERB
cet-15676	1	20	:	:	PUNCT
cet-15676	1	21	26	26	NUM
cet-15676	1	22	october	october	NOUN
cet-15676	1	23	2025	2025	NUM
cet-15676	1	24	please	please	INTJ
cet-15676	1	25	cite	cite	VERB
cet-15676	1	26	this	this	DET
cet-15676	1	27	article	article	NOUN
cet-15676	1	28	as	as	ADP
cet-15676	1	29	:	:	PUNCT
cet-15676	1	30	ngan	ngan	PROPN
cet-15676	1	31	s.p	s.p	PROPN
cet-15676	1	32	.	.	PROPN
cet-15676	1	33	,	,	PUNCT
cet-15676	1	34	ngan	ngan	PROPN
cet-15676	1	35	s.l	s.l	PROPN
cet-15676	1	36	.	.	PROPN
cet-15676	1	37	,	,	PUNCT
cet-15676	1	38	zhao	zhao	PROPN
cet-15676	1	39	d.	d.	PROPN
cet-15676	1	40	,	,	PUNCT
cet-15676	1	41	lam	lam	PROPN
cet-15676	1	42	h.l	h.l	PROPN
cet-15676	1	43	.	.	PROPN
cet-15676	1	44	,	,	PUNCT
cet-15676	1	45	2025	2025	NUM
cet-15676	1	46	,	,	PUNCT
cet-15676	1	47	digitalisation	digitalisation	NOUN
cet-15676	1	48	:	:	PUNCT
cet-15676	1	49	the	the	DET
cet-15676	1	50	missing	missing	ADJ
cet-15676	1	51	step	step	NOUN
cet-15676	1	52	before	before	ADP
cet-15676	1	53	ai	ai	VERB
cet-15676	1	54	in	in	ADP
cet-15676	1	55	industry	industry	NOUN
cet-15676	1	56	4.0	4.0	NUM
cet-15676	1	57	,	,	PUNCT
cet-15676	1	58	chemical	chemical	ADJ
cet-15676	1	59	engineering	engineering	NOUN
cet-15676	1	60	transactions	transaction	NOUN
cet-15676	1	61	,	,	PUNCT
cet-15676	1	62	120	120	NUM
cet-15676	1	63	,	,	PUNCT
cet-15676	1	64	301	301	NUM
cet-15676	1	65	-	-	SYM
cet-15676	1	66	306	306	NUM
cet-15676	1	67	doi:10.3303	doi:10.3303	NOUN
cet-15676	1	68	/	/	SYM
cet-15676	1	69	cet25120051	cet25120051	PROPN
cet-15676	1	70	chemical	chemical	PROPN
cet-15676	1	71	engineering	engineering	PROPN
cet-15676	1	72	transactions	transaction	NOUN
cet-15676	1	73	vol	vol	NOUN
cet-15676	1	74	.	.	PUNCT
cet-15676	2	1	120	120	NUM
cet-15676	2	2	,	,	PUNCT
cet-15676	2	3	2025	2025	NUM
cet-15676	2	4	a	a	DET
cet-15676	2	5	publication	publication	NOUN
cet-15676	2	6	of	of	ADP
cet-15676	2	7	the	the	DET
cet-15676	2	8	italian	italian	ADJ
cet-15676	2	9	association	association	NOUN
cet-15676	2	10	of	of	ADP
cet-15676	2	11	chemical	chemical	PROPN
cet-15676	2	12	engineering	engineering	NOUN
cet-15676	2	13	online	online	ADV
cet-15676	2	14	at	at	ADP
cet-15676	2	15	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15676	2	16	guest	guest	NOUN
cet-15676	2	17	editors	editor	NOUN
cet-15676	2	18	:	:	PUNCT
cet-15676	2	19	bing	bing	NOUN
cet-15676	2	20	shen	shen	NOUN
cet-15676	3	1	how	how	SCONJ
cet-15676	3	2	,	,	PUNCT
cet-15676	3	3	viknesh	viknesh	ADJ
cet-15676	3	4	andiappan	andiappan	NOUN
cet-15676	3	5	,	,	PUNCT
cet-15676	3	6	denny	denny	PROPN
cet-15676	3	7	k.s	k.s	PROPN
cet-15676	3	8	.	.	PROPN
cet-15676	3	9	ng	ng	PROPN
cet-15676	3	10	,	,	PUNCT
cet-15676	3	11	hon	hon	PROPN
cet-15676	3	12	loong	loong	PROPN
cet-15676	3	13	lam	lam	PROPN
cet-15676	3	14	,	,	PUNCT
cet-15676	3	15	petar	petar	PROPN
cet-15676	3	16	s.	s.	PROPN
cet-15676	3	17	varbanov	varbanov	PROPN
cet-15676	3	18	copyright	copyright	NOUN
cet-15676	3	19	©	©	PROPN
cet-15676	3	20	2025	2025	NUM
cet-15676	3	21	,	,	PUNCT
cet-15676	3	22	aidic	aidic	ADJ
cet-15676	3	23	servizi	servizi	PROPN
cet-15676	3	24	s.r.l	s.r.l	NOUN
cet-15676	3	25	.	.	PUNCT
cet-15676	4	1	isbn	isbn	PROPN
cet-15676	4	2	979	979	NUM
cet-15676	4	3	-	-	SYM
cet-15676	4	4	12	12	NUM
cet-15676	4	5	-	-	PUNCT
cet-15676	4	6	81206	81206	NUM
cet-15676	4	7	-	-	PUNCT
cet-15676	4	8	21	21	NUM
cet-15676	4	9	-	-	SYM
cet-15676	4	10	2	2	NUM
cet-15676	4	11	;	;	PUNCT
cet-15676	4	12	issn	issn	PROPN
cet-15676	4	13	2283	2283	NUM
cet-15676	4	14	-	-	SYM
cet-15676	4	15	9216	9216	NUM
cet-15676	4	16	digitalisation	digitalisation	NOUN
cet-15676	4	17	:	:	PUNCT
cet-15676	4	18	the	the	DET
cet-15676	4	19	missing	missing	ADJ
cet-15676	4	20	step	step	NOUN
cet-15676	4	21	before	before	ADP
cet-15676	4	22	ai	ai	VERB
cet-15676	4	23	in	in	ADP
cet-15676	4	24	industry	industry	NOUN
cet-15676	4	25	4.0	4.0	NUM
cet-15676	4	26	seok	seok	NOUN
cet-15676	4	27	peng	peng	PROPN
cet-15676	4	28	ngana	ngana	PROPN
cet-15676	4	29	,	,	PUNCT
cet-15676	4	30	sue	sue	VERB
cet-15676	4	31	lin	lin	PROPN
cet-15676	4	32	nganb	nganb	PROPN
cet-15676	4	33	,	,	PUNCT
cet-15676	4	34	donghui	donghui	PROPN
cet-15676	4	35	zhaob	zhaob	PROPN
cet-15676	4	36	,	,	PUNCT
cet-15676	4	37	hon	hon	PROPN
cet-15676	4	38	loong	loong	PROPN
cet-15676	4	39	lama	lama	PROPN
cet-15676	4	40	,	,	PUNCT
cet-15676	4	41	*	*	PUNCT
cet-15676	4	42	adepartment	adepartment	NOUN
cet-15676	4	43	of	of	ADP
cet-15676	4	44	chemical	chemical	PROPN
cet-15676	4	45	engineering	engineering	NOUN
cet-15676	4	46	,	,	PUNCT
cet-15676	4	47	the	the	DET
cet-15676	4	48	university	university	PROPN
cet-15676	4	49	of	of	ADP
cet-15676	4	50	nottingham	nottingham	PROPN
cet-15676	4	51	malaysia	malaysia	PROPN
cet-15676	4	52	,	,	PUNCT
cet-15676	4	53	43500	43500	NUM
cet-15676	4	54	jalan	jalan	PROPN
cet-15676	4	55	broga	broga	PROPN
cet-15676	4	56	,	,	PUNCT
cet-15676	4	57	semenyih	semenyih	NOUN
cet-15676	4	58	,	,	PUNCT
cet-15676	4	59	selangor	selangor	PROPN
cet-15676	4	60	,	,	PUNCT
cet-15676	4	61	malaysia	malaysia	PROPN
cet-15676	4	62	bukm	bukm	PROPN
cet-15676	4	63	-	-	PUNCT
cet-15676	4	64	graduate	graduate	NOUN
cet-15676	4	65	school	school	NOUN
cet-15676	4	66	of	of	ADP
cet-15676	4	67	business	business	NOUN
cet-15676	4	68	,	,	PUNCT
cet-15676	4	69	university	university	NOUN
cet-15676	4	70	kebangsaan	kebangsaan	PROPN
cet-15676	4	71	malaysia	malaysia	PROPN
cet-15676	4	72	,	,	PUNCT
cet-15676	4	73	43600	43600	NUM
cet-15676	4	74	ukm	ukm	PROPN
cet-15676	4	75	,	,	PUNCT
cet-15676	4	76	bangi	bangi	PROPN
cet-15676	4	77	,	,	PUNCT
cet-15676	4	78	selangor	selangor	PROPN
cet-15676	4	79	,	,	PUNCT
cet-15676	4	80	malaysia	malaysia	PROPN
cet-15676	4	81	honloong.lam@nottingham.edu.my	honloong.lam@nottingham.edu.my	PROPN
cet-15676	4	82	artificial	artificial	ADJ
cet-15676	4	83	intelligence	intelligence	NOUN
cet-15676	4	84	(	(	PUNCT
cet-15676	4	85	ai	ai	NOUN
cet-15676	4	86	)	)	PUNCT
cet-15676	4	87	has	have	AUX
cet-15676	4	88	emerged	emerge	VERB
cet-15676	4	89	as	as	ADP
cet-15676	4	90	a	a	DET
cet-15676	4	91	game	game	NOUN
cet-15676	4	92	-	-	PUNCT
cet-15676	4	93	changer	changer	NOUN
cet-15676	4	94	across	across	ADP
cet-15676	4	95	industries	industry	NOUN
cet-15676	4	96	in	in	ADP
cet-15676	4	97	the	the	DET
cet-15676	4	98	rapidly	rapidly	ADV
cet-15676	4	99	evolving	evolve	VERB
cet-15676	4	100	digital	digital	ADJ
cet-15676	4	101	landscape	landscape	NOUN
cet-15676	4	102	.	.	PUNCT
cet-15676	5	1	industry	industry	NOUN
cet-15676	5	2	experts	expert	NOUN
cet-15676	5	3	have	have	AUX
cet-15676	5	4	started	start	VERB
cet-15676	5	5	ai	ai	VERB
cet-15676	5	6	implementation	implementation	NOUN
cet-15676	5	7	and	and	CCONJ
cet-15676	5	8	believe	believe	VERB
cet-15676	5	9	ai	ai	VERB
cet-15676	5	10	is	be	AUX
cet-15676	5	11	the	the	DET
cet-15676	5	12	transformative	transformative	ADJ
cet-15676	5	13	force	force	NOUN
cet-15676	5	14	that	that	PRON
cet-15676	5	15	can	can	AUX
cet-15676	5	16	revolutionise	revolutionise	VERB
cet-15676	5	17	industry	industry	NOUN
cet-15676	5	18	4.0	4.0	NUM
cet-15676	5	19	.	.	PUNCT
cet-15676	6	1	however	however	ADV
cet-15676	6	2	,	,	PUNCT
cet-15676	6	3	the	the	DET
cet-15676	6	4	results	result	NOUN
cet-15676	6	5	and	and	CCONJ
cet-15676	6	6	impacts	impact	NOUN
cet-15676	6	7	are	be	AUX
cet-15676	6	8	questionable	questionable	ADJ
cet-15676	6	9	as	as	ADP
cet-15676	6	10	data	datum	NOUN
cet-15676	6	11	fragmentation	fragmentation	NOUN
cet-15676	6	12	,	,	PUNCT
cet-15676	6	13	inefficient	inefficient	ADJ
cet-15676	6	14	decision	decision	NOUN
cet-15676	6	15	-	-	PUNCT
cet-15676	6	16	making	making	NOUN
cet-15676	6	17	,	,	PUNCT
cet-15676	6	18	and	and	CCONJ
cet-15676	6	19	operational	operational	ADJ
cet-15676	6	20	bottlenecks	bottleneck	NOUN
cet-15676	6	21	persist	persist	VERB
cet-15676	6	22	even	even	ADV
cet-15676	6	23	with	with	ADP
cet-15676	6	24	ai	ai	PRON
cet-15676	6	25	implementation	implementation	NOUN
cet-15676	6	26	.	.	PUNCT
cet-15676	7	1	it	it	PRON
cet-15676	7	2	leaves	leave	VERB
cet-15676	7	3	the	the	DET
cet-15676	7	4	stakeholders	stakeholder	NOUN
cet-15676	7	5	hesitating	hesitate	VERB
cet-15676	7	6	if	if	SCONJ
cet-15676	7	7	ai	ai	INTJ
cet-15676	7	8	is	be	AUX
cet-15676	7	9	the	the	DET
cet-15676	7	10	key	key	NOUN
cet-15676	7	11	to	to	ADP
cet-15676	7	12	unlocking	unlock	VERB
cet-15676	7	13	the	the	DET
cet-15676	7	14	potential	potential	ADJ
cet-15676	7	15	or	or	CCONJ
cet-15676	7	16	improving	improve	VERB
cet-15676	7	17	industry	industry	NOUN
cet-15676	7	18	4.0	4.0	NUM
cet-15676	7	19	.	.	PUNCT
cet-15676	8	1	digitisation	digitisation	NOUN
cet-15676	8	2	,	,	PUNCT
cet-15676	8	3	which	which	PRON
cet-15676	8	4	systematically	systematically	ADV
cet-15676	8	5	transforms	transform	VERB
cet-15676	8	6	traditional	traditional	ADJ
cet-15676	8	7	processes	process	NOUN
cet-15676	8	8	,	,	PUNCT
cet-15676	8	9	data	datum	NOUN
cet-15676	8	10	,	,	PUNCT
cet-15676	8	11	and	and	CCONJ
cet-15676	8	12	systems	system	NOUN
cet-15676	8	13	into	into	ADP
cet-15676	8	14	digital	digital	ADJ
cet-15676	8	15	formats	format	NOUN
cet-15676	8	16	,	,	PUNCT
cet-15676	8	17	lays	lay	VERB
cet-15676	8	18	the	the	DET
cet-15676	8	19	groundwork	groundwork	NOUN
cet-15676	8	20	for	for	ADP
cet-15676	8	21	broader	broad	ADJ
cet-15676	8	22	technological	technological	ADJ
cet-15676	8	23	transformation	transformation	NOUN
cet-15676	8	24	.	.	PUNCT
cet-15676	9	1	digitalisation	digitalisation	NOUN
cet-15676	9	2	,	,	PUNCT
cet-15676	9	3	in	in	ADP
cet-15676	9	4	turn	turn	NOUN
cet-15676	9	5	,	,	PUNCT
cet-15676	9	6	takes	take	VERB
cet-15676	9	7	a	a	DET
cet-15676	9	8	more	more	ADV
cet-15676	9	9	integrated	integrate	VERB
cet-15676	9	10	approach	approach	NOUN
cet-15676	9	11	by	by	ADP
cet-15676	9	12	utilising	utilise	VERB
cet-15676	9	13	digital	digital	ADJ
cet-15676	9	14	data	datum	NOUN
cet-15676	9	15	and	and	CCONJ
cet-15676	9	16	technologies	technology	NOUN
cet-15676	9	17	to	to	PART
cet-15676	9	18	reshape	reshape	VERB
cet-15676	9	19	business	business	NOUN
cet-15676	9	20	operations	operation	NOUN
cet-15676	9	21	and	and	CCONJ
cet-15676	9	22	streamline	streamline	VERB
cet-15676	9	23	workflows	workflow	NOUN
cet-15676	9	24	.	.	PUNCT
cet-15676	10	1	both	both	DET
cet-15676	10	2	digitisation	digitisation	NOUN
cet-15676	10	3	and	and	CCONJ
cet-15676	10	4	,	,	PUNCT
cet-15676	10	5	more	more	ADV
cet-15676	10	6	significantly	significantly	ADV
cet-15676	10	7	,	,	PUNCT
cet-15676	10	8	digitalisation	digitalisation	NOUN
cet-15676	10	9	have	have	AUX
cet-15676	10	10	been	be	AUX
cet-15676	10	11	recognised	recognise	VERB
cet-15676	10	12	as	as	ADP
cet-15676	10	13	essential	essential	ADJ
cet-15676	10	14	enablers	enabler	NOUN
cet-15676	10	15	for	for	ADP
cet-15676	10	16	successful	successful	ADJ
cet-15676	10	17	ai	ai	VERB
cet-15676	10	18	implementation	implementation	NOUN
cet-15676	10	19	.	.	PUNCT
cet-15676	11	1	however	however	ADV
cet-15676	11	2	,	,	PUNCT
cet-15676	11	3	the	the	DET
cet-15676	11	4	significance	significance	NOUN
cet-15676	11	5	of	of	ADP
cet-15676	11	6	digitalisation	digitalisation	NOUN
cet-15676	11	7	remains	remain	VERB
cet-15676	11	8	a	a	DET
cet-15676	11	9	question	question	NOUN
cet-15676	11	10	,	,	PUNCT
cet-15676	11	11	as	as	SCONJ
cet-15676	11	12	some	some	DET
cet-15676	11	13	stakeholders	stakeholder	NOUN
cet-15676	11	14	consider	consider	VERB
cet-15676	11	15	it	it	PRON
cet-15676	11	16	to	to	PART
cet-15676	11	17	be	be	AUX
cet-15676	11	18	an	an	DET
cet-15676	11	19	optional	optional	ADJ
cet-15676	11	20	step	step	NOUN
cet-15676	11	21	instead	instead	ADV
cet-15676	11	22	of	of	ADP
cet-15676	11	23	a	a	DET
cet-15676	11	24	prerequisite	prerequisite	NOUN
cet-15676	11	25	for	for	ADP
cet-15676	11	26	ai	ai	PROPN
cet-15676	11	27	.	.	PUNCT
cet-15676	12	1	without	without	ADP
cet-15676	12	2	a	a	DET
cet-15676	12	3	mature	mature	ADJ
cet-15676	12	4	digital	digital	ADJ
cet-15676	12	5	ecosystem	ecosystem	NOUN
cet-15676	12	6	,	,	PUNCT
cet-15676	12	7	ai	ai	ADJ
cet-15676	12	8	-	-	PUNCT
cet-15676	12	9	driven	drive	VERB
cet-15676	12	10	solutions	solution	NOUN
cet-15676	12	11	often	often	ADV
cet-15676	12	12	face	face	VERB
cet-15676	12	13	inefficiencies	inefficiency	NOUN
cet-15676	12	14	,	,	PUNCT
cet-15676	12	15	including	include	VERB
cet-15676	12	16	delayed	delay	VERB
cet-15676	12	17	and	and	CCONJ
cet-15676	12	18	inaccurate	inaccurate	ADJ
cet-15676	12	19	data	datum	NOUN
cet-15676	12	20	processing	processing	NOUN
cet-15676	12	21	,	,	PUNCT
cet-15676	12	22	as	as	ADV
cet-15676	12	23	well	well	ADV
cet-15676	12	24	as	as	ADP
cet-15676	12	25	redundant	redundant	ADJ
cet-15676	12	26	workflows	workflow	NOUN
cet-15676	12	27	that	that	PRON
cet-15676	12	28	result	result	VERB
cet-15676	12	29	in	in	ADP
cet-15676	12	30	misleading	mislead	VERB
cet-15676	12	31	insights	insight	NOUN
cet-15676	12	32	.	.	PUNCT
cet-15676	13	1	this	this	DET
cet-15676	13	2	work	work	NOUN
cet-15676	13	3	employs	employ	VERB
cet-15676	13	4	the	the	DET
cet-15676	13	5	six	six	NUM
cet-15676	13	6	sigma	sigma	PROPN
cet-15676	13	7	methodology	methodology	NOUN
cet-15676	13	8	,	,	PUNCT
cet-15676	13	9	often	often	ADV
cet-15676	13	10	known	know	VERB
cet-15676	13	11	as	as	ADP
cet-15676	13	12	dmaic	dmaic	ADJ
cet-15676	13	13	(	(	PUNCT
cet-15676	13	14	define	define	NOUN
cet-15676	13	15	,	,	PUNCT
cet-15676	13	16	measure	measure	NOUN
cet-15676	13	17	,	,	PUNCT
cet-15676	13	18	analyse	analyse	NOUN
cet-15676	13	19	,	,	PUNCT
cet-15676	13	20	improve	improve	VERB
cet-15676	13	21	,	,	PUNCT
cet-15676	13	22	control	control	NOUN
cet-15676	13	23	)	)	PUNCT
cet-15676	13	24	methodology	methodology	NOUN
cet-15676	13	25	,	,	PUNCT
cet-15676	13	26	to	to	PART
cet-15676	13	27	systematically	systematically	ADV
cet-15676	13	28	assess	assess	VERB
cet-15676	13	29	the	the	DET
cet-15676	13	30	necessity	necessity	NOUN
cet-15676	13	31	of	of	ADP
cet-15676	13	32	digitalisation	digitalisation	NOUN
cet-15676	13	33	prior	prior	ADV
cet-15676	13	34	to	to	ADP
cet-15676	13	35	ai	ai	PROPN
cet-15676	13	36	adoption	adoption	NOUN
cet-15676	13	37	.	.	PUNCT
cet-15676	14	1	a	a	DET
cet-15676	14	2	case	case	NOUN
cet-15676	14	3	study	study	NOUN
cet-15676	14	4	in	in	ADP
cet-15676	14	5	the	the	DET
cet-15676	14	6	manufacturing	manufacturing	NOUN
cet-15676	14	7	industry	industry	NOUN
cet-15676	14	8	is	be	AUX
cet-15676	14	9	presented	present	VERB
cet-15676	14	10	to	to	PART
cet-15676	14	11	illustrate	illustrate	VERB
cet-15676	14	12	the	the	DET
cet-15676	14	13	gaps	gap	NOUN
cet-15676	14	14	or	or	CCONJ
cet-15676	14	15	limitations	limitation	NOUN
cet-15676	14	16	of	of	ADP
cet-15676	14	17	implementing	implement	VERB
cet-15676	14	18	ai	ai	VERB
cet-15676	14	19	without	without	ADP
cet-15676	14	20	a	a	DET
cet-15676	14	21	mature	mature	ADJ
cet-15676	14	22	digital	digital	ADJ
cet-15676	14	23	ecosystem	ecosystem	NOUN
cet-15676	14	24	.	.	PUNCT
cet-15676	15	1	the	the	DET
cet-15676	15	2	application	application	NOUN
cet-15676	15	3	of	of	ADP
cet-15676	15	4	the	the	DET
cet-15676	15	5	six	six	NUM
cet-15676	15	6	sigma	sigma	NOUN
cet-15676	15	7	methodology	methodology	NOUN
cet-15676	15	8	defines	define	VERB
cet-15676	15	9	key	key	ADJ
cet-15676	15	10	challenges	challenge	NOUN
cet-15676	15	11	in	in	ADP
cet-15676	15	12	non	non	ADJ
cet-15676	15	13	-	-	ADJ
cet-15676	15	14	digitalised	digitalised	ADJ
cet-15676	15	15	manufacturing	manufacturing	NOUN
cet-15676	15	16	environments	environment	NOUN
cet-15676	15	17	,	,	PUNCT
cet-15676	15	18	measures	measure	VERB
cet-15676	15	19	performance	performance	NOUN
cet-15676	15	20	disparities	disparity	NOUN
cet-15676	15	21	,	,	PUNCT
cet-15676	15	22	analyses	analyse	VERB
cet-15676	15	23	root	root	NOUN
cet-15676	15	24	causes	cause	NOUN
cet-15676	15	25	of	of	ADP
cet-15676	15	26	ai	ai	PRON
cet-15676	15	27	failures	failure	NOUN
cet-15676	15	28	,	,	PUNCT
cet-15676	15	29	improves	improve	VERB
cet-15676	15	30	ai	ai	VERB
cet-15676	15	31	integration	integration	NOUN
cet-15676	15	32	through	through	ADP
cet-15676	15	33	structured	structure	VERB
cet-15676	15	34	digital	digital	ADJ
cet-15676	15	35	transformation	transformation	NOUN
cet-15676	15	36	,	,	PUNCT
cet-15676	15	37	and	and	CCONJ
cet-15676	15	38	finally	finally	ADV
cet-15676	15	39	establishes	establish	VERB
cet-15676	15	40	control	control	NOUN
cet-15676	15	41	mechanisms	mechanism	NOUN
cet-15676	15	42	for	for	ADP
cet-15676	15	43	sustainable	sustainable	ADJ
cet-15676	15	44	ai	ai	ADJ
cet-15676	15	45	-	-	PUNCT
cet-15676	15	46	driven	drive	VERB
cet-15676	15	47	operations	operation	NOUN
cet-15676	15	48	.	.	PUNCT
cet-15676	16	1	the	the	DET
cet-15676	16	2	findings	finding	NOUN
cet-15676	16	3	reflect	reflect	VERB
cet-15676	16	4	that	that	SCONJ
cet-15676	16	5	a	a	DET
cet-15676	16	6	well	well	ADV
cet-15676	16	7	-	-	PUNCT
cet-15676	16	8	established	establish	VERB
cet-15676	16	9	digital	digital	ADJ
cet-15676	16	10	ecosystem	ecosystem	NOUN
cet-15676	16	11	is	be	AUX
cet-15676	16	12	critical	critical	ADJ
cet-15676	16	13	for	for	ADP
cet-15676	16	14	ai	ai	PROPN
cet-15676	16	15	success	success	NOUN
cet-15676	16	16	.	.	PUNCT
cet-15676	17	1	this	this	DET
cet-15676	17	2	work	work	NOUN
cet-15676	17	3	provides	provide	VERB
cet-15676	17	4	a	a	DET
cet-15676	17	5	strategic	strategic	ADJ
cet-15676	17	6	framework	framework	NOUN
cet-15676	17	7	for	for	ADP
cet-15676	17	8	policymakers	policymaker	NOUN
cet-15676	17	9	,	,	PUNCT
cet-15676	17	10	businesses	business	NOUN
cet-15676	17	11	,	,	PUNCT
cet-15676	17	12	and	and	CCONJ
cet-15676	17	13	industries	industry	NOUN
cet-15676	17	14	as	as	ADP
cet-15676	17	15	a	a	DET
cet-15676	17	16	guide	guide	NOUN
cet-15676	17	17	for	for	ADP
cet-15676	17	18	improving	improve	VERB
cet-15676	17	19	the	the	DET
cet-15676	17	20	digitalisation	digitalisation	NOUN
cet-15676	17	21	process	process	NOUN
cet-15676	17	22	and	and	CCONJ
cet-15676	17	23	maximising	maximise	VERB
cet-15676	17	24	ai	ai	PROPN
cet-15676	17	25	's	's	PART
cet-15676	17	26	potential	potential	NOUN
cet-15676	17	27	in	in	ADP
cet-15676	17	28	the	the	DET
cet-15676	17	29	future	future	NOUN
cet-15676	17	30	.	.	PUNCT
cet-15676	18	1	1	1	X
cet-15676	18	2	.	.	X
cet-15676	18	3	introduction	introduction	NOUN
cet-15676	18	4	over	over	ADP
cet-15676	18	5	the	the	DET
cet-15676	18	6	past	past	ADJ
cet-15676	18	7	decade	decade	NOUN
cet-15676	18	8	,	,	PUNCT
cet-15676	18	9	the	the	DET
cet-15676	18	10	fourth	fourth	ADJ
cet-15676	18	11	industrial	industrial	ADJ
cet-15676	18	12	revolution	revolution	NOUN
cet-15676	18	13	,	,	PUNCT
cet-15676	18	14	commonly	commonly	ADV
cet-15676	18	15	denoted	denote	VERB
cet-15676	18	16	as	as	ADP
cet-15676	18	17	industry	industry	NOUN
cet-15676	18	18	4.0	4.0	NUM
cet-15676	18	19	,	,	PUNCT
cet-15676	18	20	has	have	AUX
cet-15676	18	21	reshaped	reshape	VERB
cet-15676	18	22	the	the	DET
cet-15676	18	23	global	global	ADJ
cet-15676	18	24	industrial	industrial	ADJ
cet-15676	18	25	landscape	landscape	NOUN
cet-15676	18	26	through	through	ADP
cet-15676	18	27	the	the	DET
cet-15676	18	28	convergence	convergence	NOUN
cet-15676	18	29	of	of	ADP
cet-15676	18	30	advanced	advanced	ADJ
cet-15676	18	31	digital	digital	ADJ
cet-15676	18	32	technologies	technology	NOUN
cet-15676	18	33	.	.	PUNCT
cet-15676	19	1	the	the	DET
cet-15676	19	2	advent	advent	NOUN
cet-15676	19	3	of	of	ADP
cet-15676	19	4	intelligent	intelligent	ADJ
cet-15676	19	5	automation	automation	NOUN
cet-15676	19	6	that	that	PRON
cet-15676	19	7	utilises	utilise	VERB
cet-15676	19	8	artificial	artificial	ADJ
cet-15676	19	9	intelligence	intelligence	NOUN
cet-15676	19	10	(	(	PUNCT
cet-15676	19	11	ai	ai	NOUN
cet-15676	19	12	)	)	PUNCT
cet-15676	19	13	,	,	PUNCT
cet-15676	19	14	business	business	NOUN
cet-15676	19	15	process	process	NOUN
cet-15676	19	16	management	management	NOUN
cet-15676	19	17	and	and	CCONJ
cet-15676	19	18	robotic	robotic	ADJ
cet-15676	19	19	process	process	NOUN
cet-15676	19	20	automation	automation	NOUN
cet-15676	19	21	to	to	PART
cet-15676	19	22	streamline	streamline	VERB
cet-15676	19	23	and	and	CCONJ
cet-15676	19	24	scale	scale	VERB
cet-15676	19	25	decision	decision	NOUN
cet-15676	19	26	-	-	PUNCT
cet-15676	19	27	making	making	NOUN
cet-15676	19	28	across	across	ADP
cet-15676	19	29	organisations	organisation	NOUN
cet-15676	19	30	has	have	AUX
cet-15676	19	31	marked	mark	VERB
cet-15676	19	32	a	a	DET
cet-15676	19	33	new	new	ADJ
cet-15676	19	34	chapter	chapter	NOUN
cet-15676	19	35	in	in	ADP
cet-15676	19	36	industrial	industrial	ADJ
cet-15676	19	37	4.0	4.0	NUM
cet-15676	19	38	development	development	NOUN
cet-15676	19	39	(	(	PUNCT
cet-15676	19	40	attaran	attaran	PROPN
cet-15676	19	41	mohsen	mohsen	PROPN
cet-15676	19	42	,	,	PUNCT
cet-15676	19	43	2023	2023	NUM
cet-15676	19	44	)	)	PUNCT
cet-15676	19	45	.	.	PUNCT
cet-15676	20	1	among	among	ADP
cet-15676	20	2	major	major	ADJ
cet-15676	20	3	elements	element	NOUN
cet-15676	20	4	in	in	ADP
cet-15676	20	5	intelligent	intelligent	ADJ
cet-15676	20	6	automation	automation	NOUN
cet-15676	20	7	,	,	PUNCT
cet-15676	20	8	ai	ai	VERB
cet-15676	20	9	stands	stand	NOUN
cet-15676	20	10	at	at	ADP
cet-15676	20	11	the	the	DET
cet-15676	20	12	forefront	forefront	NOUN
cet-15676	20	13	of	of	ADP
cet-15676	20	14	this	this	DET
cet-15676	20	15	transformation	transformation	NOUN
cet-15676	20	16	and	and	CCONJ
cet-15676	20	17	is	be	AUX
cet-15676	20	18	often	often	ADV
cet-15676	20	19	perceived	perceive	VERB
cet-15676	20	20	as	as	ADP
cet-15676	20	21	the	the	DET
cet-15676	20	22	primary	primary	ADJ
cet-15676	20	23	driver	driver	NOUN
cet-15676	20	24	of	of	ADP
cet-15676	20	25	innovation	innovation	NOUN
cet-15676	20	26	and	and	CCONJ
cet-15676	20	27	efficiency	efficiency	NOUN
cet-15676	20	28	across	across	ADP
cet-15676	20	29	various	various	ADJ
cet-15676	20	30	industries	industry	NOUN
cet-15676	20	31	.	.	PUNCT
cet-15676	21	1	it	it	PRON
cet-15676	21	2	acts	act	VERB
cet-15676	21	3	as	as	ADP
cet-15676	21	4	the	the	DET
cet-15676	21	5	central	central	ADJ
cet-15676	21	6	coordinator	coordinator	NOUN
cet-15676	21	7	that	that	PRON
cet-15676	21	8	connects	connect	VERB
cet-15676	21	9	and	and	CCONJ
cet-15676	21	10	interprets	interpret	VERB
cet-15676	21	11	data	datum	NOUN
cet-15676	21	12	from	from	ADP
cet-15676	21	13	diverse	diverse	ADJ
cet-15676	21	14	technologies	technology	NOUN
cet-15676	21	15	(	(	PUNCT
cet-15676	21	16	i.e.	i.e.	X
cet-15676	21	17	,	,	PUNCT
cet-15676	21	18	internet	internet	NOUN
cet-15676	21	19	of	of	ADP
cet-15676	21	20	things	thing	NOUN
cet-15676	21	21	(	(	PUNCT
cet-15676	21	22	iot	iot	NOUN
cet-15676	21	23	)	)	PUNCT
cet-15676	21	24	,	,	PUNCT
cet-15676	21	25	cloud	cloud	NOUN
cet-15676	21	26	computing	computing	NOUN
cet-15676	21	27	,	,	PUNCT
cet-15676	21	28	robotic	robotic	ADJ
cet-15676	21	29	process	process	NOUN
cet-15676	21	30	automation).deep	automation).deep	NOUN
cet-15676	21	31	learning	learning	PROPN
cet-15676	21	32	,	,	PUNCT
cet-15676	21	33	a	a	DET
cet-15676	21	34	subset	subset	NOUN
cet-15676	21	35	of	of	ADP
cet-15676	21	36	machine	machine	NOUN
cet-15676	21	37	learning	learning	NOUN
cet-15676	21	38	within	within	ADP
cet-15676	21	39	the	the	DET
cet-15676	21	40	broader	broad	ADJ
cet-15676	21	41	domain	domain	NOUN
cet-15676	21	42	of	of	ADP
cet-15676	21	43	ai	ai	INTJ
cet-15676	21	44	plays	play	VERB
cet-15676	21	45	a	a	DET
cet-15676	21	46	significant	significant	ADJ
cet-15676	21	47	role	role	NOUN
cet-15676	21	48	in	in	ADP
cet-15676	21	49	enabling	enable	VERB
cet-15676	21	50	machines	machine	NOUN
cet-15676	21	51	to	to	PART
cet-15676	21	52	access	access	VERB
cet-15676	21	53	and	and	CCONJ
cet-15676	21	54	learn	learn	VERB
cet-15676	21	55	from	from	ADP
cet-15676	21	56	a	a	DET
cet-15676	21	57	wide	wide	ADJ
cet-15676	21	58	range	range	NOUN
cet-15676	21	59	of	of	ADP
cet-15676	21	60	data	datum	NOUN
cet-15676	21	61	sources	source	NOUN
cet-15676	21	62	and	and	CCONJ
cet-15676	21	63	further	further	ADJ
cet-15676	21	64	employs	employ	VERB
cet-15676	21	65	multilayered	multilayere	VERB
cet-15676	21	66	neural	neural	ADJ
cet-15676	21	67	networks	network	NOUN
cet-15676	21	68	to	to	PART
cet-15676	21	69	identify	identify	VERB
cet-15676	21	70	complex	complex	ADJ
cet-15676	21	71	patterns	pattern	NOUN
cet-15676	21	72	that	that	PRON
cet-15676	21	73	accelerate	accelerate	VERB
cet-15676	21	74	the	the	DET
cet-15676	21	75	learning	learning	NOUN
cet-15676	21	76	process	process	NOUN
cet-15676	21	77	(	(	PUNCT
cet-15676	21	78	ross	ross	PROPN
cet-15676	21	79	and	and	CCONJ
cet-15676	21	80	jess	jess	PROPN
cet-15676	21	81	,	,	PUNCT
cet-15676	21	82	2022	2022	NUM
cet-15676	21	83	)	)	PUNCT
cet-15676	21	84	.	.	PUNCT
cet-15676	22	1	the	the	DET
cet-15676	22	2	capabilities	capability	NOUN
cet-15676	22	3	of	of	ADP
cet-15676	22	4	machine	machine	NOUN
cet-15676	22	5	learning	learning	NOUN
cet-15676	22	6	contribute	contribute	VERB
cet-15676	22	7	to	to	ADP
cet-15676	22	8	the	the	DET
cet-15676	22	9	advancement	advancement	NOUN
cet-15676	22	10	in	in	ADP
cet-15676	22	11	artificial	artificial	ADJ
cet-15676	22	12	intelligence	intelligence	NOUN
cet-15676	22	13	by	by	ADP
cet-15676	22	14	allowing	allow	VERB
cet-15676	22	15	machines	machine	NOUN
cet-15676	22	16	to	to	PART
cet-15676	22	17	become	become	VERB
cet-15676	22	18	more	more	ADV
cet-15676	22	19	adaptive	adaptive	ADJ
cet-15676	22	20	and	and	CCONJ
cet-15676	22	21	intelligent	intelligent	ADJ
cet-15676	22	22	.	.	PUNCT
cet-15676	23	1	the	the	DET
cet-15676	23	2	ability	ability	NOUN
cet-15676	23	3	of	of	ADP
cet-15676	23	4	ai	ai	VERB
cet-15676	23	5	to	to	PART
cet-15676	23	6	mimic	mimic	VERB
cet-15676	23	7	cognitive	cognitive	ADJ
cet-15676	23	8	functions	function	NOUN
cet-15676	23	9	,	,	PUNCT
cet-15676	23	10	process	process	VERB
cet-15676	23	11	vast	vast	ADJ
cet-15676	23	12	amounts	amount	NOUN
cet-15676	23	13	of	of	ADP
cet-15676	23	14	data	datum	NOUN
cet-15676	23	15	,	,	PUNCT
cet-15676	23	16	and	and	CCONJ
cet-15676	23	17	later	later	ADV
cet-15676	23	18	generate	generate	VERB
cet-15676	23	19	actionable	actionable	ADJ
cet-15676	23	20	insights	insight	NOUN
cet-15676	23	21	in	in	ADP
cet-15676	23	22	real	real	ADJ
cet-15676	23	23	-	-	PUNCT
cet-15676	23	24	time	time	NOUN
cet-15676	23	25	has	have	AUX
cet-15676	23	26	encouraged	encourage	VERB
cet-15676	23	27	practical	practical	ADJ
cet-15676	23	28	applications	application	NOUN
cet-15676	23	29	in	in	ADP
cet-15676	23	30	industries	industry	NOUN
cet-15676	23	31	(	(	PUNCT
cet-15676	23	32	i.e.	i.e.	X
cet-15676	23	33	predictive	predictive	ADJ
cet-15676	23	34	maintenance	maintenance	NOUN
cet-15676	23	35	,	,	PUNCT
cet-15676	23	36	autonomous	autonomous	ADJ
cet-15676	23	37	production	production	NOUN
cet-15676	23	38	systems	system	NOUN
cet-15676	23	39	,	,	PUNCT
cet-15676	23	40	intelligent	intelligent	ADJ
cet-15676	23	41	supply	supply	NOUN
cet-15676	23	42	chains	chain	NOUN
cet-15676	23	43	,	,	PUNCT
cet-15676	23	44	adaptive	adaptive	ADJ
cet-15676	23	45	quality	quality	NOUN
cet-15676	23	46	control	control	NOUN
cet-15676	23	47	)	)	PUNCT
cet-15676	23	48	with	with	ADP
cet-15676	23	49	minimal	minimal	ADJ
cet-15676	23	50	human	human	ADJ
cet-15676	23	51	301	301	NUM
cet-15676	23	52	intervention	intervention	NOUN
cet-15676	23	53	.	.	PUNCT
cet-15676	24	1	as	as	ADP
cet-15676	24	2	a	a	DET
cet-15676	24	3	result	result	NOUN
cet-15676	24	4	,	,	PUNCT
cet-15676	24	5	leading	lead	VERB
cet-15676	24	6	technology	technology	NOUN
cet-15676	24	7	organisations	organisation	NOUN
cet-15676	24	8	such	such	ADJ
cet-15676	24	9	as	as	ADP
cet-15676	24	10	amazon	amazon	NOUN
cet-15676	24	11	,	,	PUNCT
cet-15676	24	12	microsoft	microsoft	PROPN
cet-15676	24	13	,	,	PUNCT
cet-15676	24	14	google	google	PROPN
cet-15676	24	15	and	and	CCONJ
cet-15676	24	16	ibm	ibm	PROPN
cet-15676	24	17	are	be	AUX
cet-15676	24	18	actively	actively	ADV
cet-15676	24	19	developing	develop	VERB
cet-15676	24	20	advanced	advanced	ADJ
cet-15676	24	21	ai	ai	NOUN
cet-15676	24	22	solutions	solution	NOUN
cet-15676	24	23	tailored	tailor	VERB
cet-15676	24	24	to	to	ADP
cet-15676	24	25	industrial	industrial	ADJ
cet-15676	24	26	applications	application	NOUN
cet-15676	24	27	,	,	PUNCT
cet-15676	24	28	positioning	positioning	NOUN
cet-15676	24	29	ai	ai	VERB
cet-15676	24	30	as	as	ADP
cet-15676	24	31	a	a	DET
cet-15676	24	32	strategic	strategic	ADJ
cet-15676	24	33	enabler	enabler	NOUN
cet-15676	24	34	of	of	ADP
cet-15676	24	35	innovation	innovation	NOUN
cet-15676	24	36	for	for	ADP
cet-15676	24	37	greater	great	ADJ
cet-15676	24	38	efficiency	efficiency	NOUN
cet-15676	24	39	and	and	CCONJ
cet-15676	24	40	long	long	ADJ
cet-15676	24	41	-	-	PUNCT
cet-15676	24	42	term	term	NOUN
cet-15676	24	43	competitiveness	competitiveness	NOUN
cet-15676	24	44	.	.	PUNCT
cet-15676	25	1	meanwhile	meanwhile	ADV
cet-15676	25	2	,	,	PUNCT
cet-15676	25	3	governments	government	NOUN
cet-15676	25	4	across	across	ADP
cet-15676	25	5	the	the	DET
cet-15676	25	6	world	world	NOUN
cet-15676	25	7	(	(	PUNCT
cet-15676	25	8	i.e.	i.e.	X
cet-15676	25	9	,	,	PUNCT
cet-15676	25	10	european	european	PROPN
cet-15676	25	11	union	union	PROPN
cet-15676	25	12	,	,	PUNCT
cet-15676	25	13	norway	norway	PROPN
cet-15676	25	14	,	,	PUNCT
cet-15676	25	15	and	and	CCONJ
cet-15676	25	16	switzerland	switzerland	PROPN
cet-15676	25	17	)	)	PUNCT
cet-15676	25	18	have	have	AUX
cet-15676	25	19	also	also	ADV
cet-15676	25	20	taken	take	VERB
cet-15676	25	21	the	the	DET
cet-15676	25	22	initiative	initiative	NOUN
cet-15676	25	23	to	to	PART
cet-15676	25	24	integrate	integrate	VERB
cet-15676	25	25	ai	ai	VERB
cet-15676	25	26	into	into	ADP
cet-15676	25	27	national	national	ADJ
cet-15676	25	28	agendas	agenda	NOUN
cet-15676	25	29	,	,	PUNCT
cet-15676	25	30	mainly	mainly	ADV
cet-15676	25	31	to	to	PART
cet-15676	25	32	support	support	VERB
cet-15676	25	33	improving	improve	VERB
cet-15676	25	34	public	public	ADJ
cet-15676	25	35	service	service	NOUN
cet-15676	25	36	delivery	delivery	NOUN
cet-15676	25	37	as	as	ADV
cet-15676	25	38	well	well	ADV
cet-15676	25	39	as	as	ADP
cet-15676	25	40	enhancing	enhance	VERB
cet-15676	25	41	internal	internal	ADJ
cet-15676	25	42	management	management	NOUN
cet-15676	25	43	resilience	resilience	NOUN
cet-15676	25	44	in	in	ADP
cet-15676	25	45	an	an	DET
cet-15676	25	46	increasingly	increasingly	ADV
cet-15676	25	47	dynamic	dynamic	ADJ
cet-15676	25	48	global	global	ADJ
cet-15676	25	49	economy	economy	NOUN
cet-15676	25	50	(	(	PUNCT
cet-15676	25	51	van	van	PROPN
cet-15676	25	52	noordt	noordt	PROPN
cet-15676	25	53	and	and	CCONJ
cet-15676	25	54	misuraca	misuraca	NOUN
cet-15676	25	55	,	,	PUNCT
cet-15676	25	56	2022	2022	NUM
cet-15676	25	57	)	)	PUNCT
cet-15676	25	58	.	.	PUNCT
cet-15676	26	1	despite	despite	SCONJ
cet-15676	26	2	the	the	DET
cet-15676	26	3	growing	grow	VERB
cet-15676	26	4	integration	integration	NOUN
cet-15676	26	5	of	of	ADP
cet-15676	26	6	ai	ai	NOUN
cet-15676	26	7	in	in	ADP
cet-15676	26	8	industrial	industrial	ADJ
cet-15676	26	9	and	and	CCONJ
cet-15676	26	10	government	government	NOUN
cet-15676	26	11	settings	setting	NOUN
cet-15676	26	12	,	,	PUNCT
cet-15676	26	13	ai	ai	AUX
cet-15676	26	14	implementation	implementation	NOUN
cet-15676	26	15	efforts	effort	NOUN
cet-15676	26	16	continue	continue	VERB
cet-15676	26	17	to	to	PART
cet-15676	26	18	face	face	VERB
cet-15676	26	19	issues	issue	NOUN
cet-15676	26	20	such	such	ADJ
cet-15676	26	21	as	as	ADP
cet-15676	26	22	data	datum	NOUN
cet-15676	26	23	quality	quality	NOUN
cet-15676	26	24	and	and	CCONJ
cet-15676	26	25	security	security	NOUN
cet-15676	26	26	,	,	PUNCT
cet-15676	26	27	operational	operational	ADJ
cet-15676	26	28	disruptions	disruption	NOUN
cet-15676	26	29	,	,	PUNCT
cet-15676	26	30	as	as	ADV
cet-15676	26	31	well	well	ADV
cet-15676	26	32	as	as	ADP
cet-15676	26	33	ethical	ethical	ADJ
cet-15676	26	34	concerns	concern	NOUN
cet-15676	26	35	and	and	CCONJ
cet-15676	26	36	regulations	regulation	NOUN
cet-15676	26	37	(	(	PUNCT
cet-15676	26	38	kejriwal	kejriwal	PROPN
cet-15676	26	39	,	,	PUNCT
cet-15676	26	40	2023	2023	NUM
cet-15676	26	41	)	)	PUNCT
cet-15676	26	42	.	.	PUNCT
cet-15676	27	1	one	one	NUM
cet-15676	27	2	of	of	ADP
cet-15676	27	3	the	the	DET
cet-15676	27	4	key	key	ADJ
cet-15676	27	5	factors	factor	NOUN
cet-15676	27	6	that	that	PRON
cet-15676	27	7	leads	lead	VERB
cet-15676	27	8	to	to	ADP
cet-15676	27	9	the	the	DET
cet-15676	27	10	shortcomings	shortcoming	NOUN
cet-15676	27	11	is	be	AUX
cet-15676	27	12	the	the	DET
cet-15676	27	13	lack	lack	NOUN
cet-15676	27	14	of	of	ADP
cet-15676	27	15	a	a	DET
cet-15676	27	16	mature	mature	ADJ
cet-15676	27	17	digital	digital	ADJ
cet-15676	27	18	ecosystem	ecosystem	NOUN
cet-15676	27	19	.	.	PUNCT
cet-15676	28	1	it	it	PRON
cet-15676	28	2	brings	bring	VERB
cet-15676	28	3	the	the	DET
cet-15676	28	4	role	role	NOUN
cet-15676	28	5	of	of	ADP
cet-15676	28	6	digitalisation	digitalisation	NOUN
cet-15676	28	7	into	into	ADP
cet-15676	28	8	the	the	DET
cet-15676	28	9	centre	centre	NOUN
cet-15676	28	10	of	of	ADP
cet-15676	28	11	attention	attention	NOUN
cet-15676	28	12	,	,	PUNCT
cet-15676	28	13	not	not	PART
cet-15676	28	14	merely	merely	ADV
cet-15676	28	15	as	as	ADP
cet-15676	28	16	a	a	DET
cet-15676	28	17	supporting	support	VERB
cet-15676	28	18	element	element	NOUN
cet-15676	28	19	but	but	CCONJ
cet-15676	28	20	as	as	ADP
cet-15676	28	21	a	a	DET
cet-15676	28	22	potentially	potentially	ADV
cet-15676	28	23	essential	essential	ADJ
cet-15676	28	24	prerequisite	prerequisite	NOUN
cet-15676	28	25	for	for	SCONJ
cet-15676	28	26	ai	ai	NOUN
cet-15676	28	27	to	to	PART
cet-15676	28	28	perform	perform	VERB
cet-15676	28	29	effectively	effectively	ADV
cet-15676	28	30	over	over	ADP
cet-15676	28	31	the	the	DET
cet-15676	28	32	long	long	ADJ
cet-15676	28	33	run	run	NOUN
cet-15676	28	34	.	.	PUNCT
cet-15676	29	1	this	this	DET
cet-15676	29	2	study	study	NOUN
cet-15676	29	3	aims	aim	VERB
cet-15676	29	4	to	to	PART
cet-15676	29	5	introduce	introduce	VERB
cet-15676	29	6	the	the	DET
cet-15676	29	7	six	six	NUM
cet-15676	29	8	sigma	sigma	NOUN
cet-15676	29	9	dmaic	dmaic	ADJ
cet-15676	29	10	(	(	PUNCT
cet-15676	29	11	define	define	NOUN
cet-15676	29	12	,	,	PUNCT
cet-15676	29	13	measure	measure	NOUN
cet-15676	29	14	,	,	PUNCT
cet-15676	29	15	analyse	analyse	NOUN
cet-15676	29	16	,	,	PUNCT
cet-15676	29	17	improve	improve	VERB
cet-15676	29	18	,	,	PUNCT
cet-15676	29	19	control	control	NOUN
cet-15676	29	20	)	)	PUNCT
cet-15676	29	21	methodology	methodology	NOUN
cet-15676	29	22	to	to	PART
cet-15676	29	23	systematically	systematically	ADV
cet-15676	29	24	assess	assess	VERB
cet-15676	29	25	the	the	DET
cet-15676	29	26	necessity	necessity	NOUN
cet-15676	29	27	of	of	ADP
cet-15676	29	28	digitalisation	digitalisation	NOUN
cet-15676	29	29	prior	prior	ADV
cet-15676	29	30	to	to	ADP
cet-15676	29	31	ai	ai	PROPN
cet-15676	29	32	adoption	adoption	NOUN
cet-15676	29	33	,	,	PUNCT
cet-15676	29	34	exploring	explore	VERB
cet-15676	29	35	whether	whether	SCONJ
cet-15676	29	36	the	the	DET
cet-15676	29	37	progress	progress	NOUN
cet-15676	29	38	of	of	ADP
cet-15676	29	39	digitalisation	digitalisation	NOUN
cet-15676	29	40	in	in	ADP
cet-15676	29	41	an	an	DET
cet-15676	29	42	organisation	organisation	NOUN
cet-15676	29	43	fundamentally	fundamentally	ADV
cet-15676	29	44	limits	limit	VERB
cet-15676	29	45	the	the	DET
cet-15676	29	46	performance	performance	NOUN
cet-15676	29	47	and	and	CCONJ
cet-15676	29	48	scalability	scalability	NOUN
cet-15676	29	49	of	of	ADP
cet-15676	29	50	ai	ai	NOUN
cet-15676	29	51	.	.	PROPN
cet-15676	30	1	six	six	NUM
cet-15676	30	2	sigma	sigma	PROPN
cet-15676	30	3	was	be	AUX
cet-15676	30	4	developed	develop	VERB
cet-15676	30	5	in	in	ADP
cet-15676	30	6	the	the	DET
cet-15676	30	7	1980s	1980s	NUM
cet-15676	30	8	by	by	ADP
cet-15676	30	9	engineers	engineer	NOUN
cet-15676	30	10	bill	bill	PROPN
cet-15676	30	11	smith	smith	PROPN
cet-15676	30	12	and	and	CCONJ
cet-15676	30	13	mikel	mikel	PROPN
cet-15676	30	14	harry	harry	PROPN
cet-15676	30	15	at	at	ADP
cet-15676	30	16	motorola	motorola	PROPN
cet-15676	30	17	as	as	ADP
cet-15676	30	18	a	a	DET
cet-15676	30	19	quality	quality	NOUN
cet-15676	30	20	management	management	NOUN
cet-15676	30	21	tool	tool	NOUN
cet-15676	30	22	that	that	PRON
cet-15676	30	23	can	can	AUX
cet-15676	30	24	reduce	reduce	VERB
cet-15676	30	25	waste	waste	NOUN
cet-15676	30	26	and	and	CCONJ
cet-15676	30	27	variation	variation	NOUN
cet-15676	30	28	within	within	ADP
cet-15676	30	29	a	a	DET
cet-15676	30	30	system	system	NOUN
cet-15676	30	31	using	use	VERB
cet-15676	30	32	data	datum	NOUN
cet-15676	30	33	and	and	CCONJ
cet-15676	30	34	continuous	continuous	ADJ
cet-15676	30	35	quality	quality	NOUN
cet-15676	30	36	improvement	improvement	NOUN
cet-15676	30	37	(	(	PUNCT
cet-15676	30	38	rosing	rose	VERB
cet-15676	30	39	et	et	PROPN
cet-15676	30	40	al	al	PROPN
cet-15676	30	41	.	.	PROPN
cet-15676	30	42	,	,	PUNCT
cet-15676	30	43	2015	2015	NUM
cet-15676	30	44	)	)	PUNCT
cet-15676	30	45	.	.	PUNCT
cet-15676	31	1	however	however	ADV
cet-15676	31	2	,	,	PUNCT
cet-15676	31	3	rosing	rose	VERB
cet-15676	31	4	et	et	PROPN
cet-15676	31	5	al	al	PROPN
cet-15676	31	6	.	.	PROPN
cet-15676	32	1	(	(	PUNCT
cet-15676	32	2	2015	2015	NUM
cet-15676	32	3	)	)	PUNCT
cet-15676	32	4	also	also	ADV
cet-15676	32	5	highlight	highlight	VERB
cet-15676	32	6	the	the	DET
cet-15676	32	7	fact	fact	NOUN
cet-15676	32	8	that	that	SCONJ
cet-15676	32	9	implementing	implement	VERB
cet-15676	32	10	the	the	DET
cet-15676	32	11	six	six	NUM
cet-15676	32	12	sigma	sigma	NOUN
cet-15676	32	13	framework	framework	NOUN
cet-15676	32	14	was	be	AUX
cet-15676	32	15	uncommon	uncommon	ADJ
cet-15676	32	16	until	until	SCONJ
cet-15676	32	17	general	general	ADJ
cet-15676	32	18	electric	electric	PROPN
cet-15676	32	19	(	(	PUNCT
cet-15676	32	20	ge	ge	PROPN
cet-15676	32	21	)	)	PUNCT
cet-15676	32	22	adopted	adopt	VERB
cet-15676	32	23	the	the	DET
cet-15676	32	24	framework	framework	NOUN
cet-15676	32	25	in	in	ADP
cet-15676	32	26	the	the	DET
cet-15676	32	27	1990s	1990	NOUN
cet-15676	32	28	under	under	ADP
cet-15676	32	29	the	the	DET
cet-15676	32	30	leadership	leadership	NOUN
cet-15676	32	31	of	of	ADP
cet-15676	32	32	jack	jack	PROPN
cet-15676	32	33	welch	welch	PROPN
cet-15676	32	34	,	,	PUNCT
cet-15676	32	35	officially	officially	ADV
cet-15676	32	36	marking	mark	VERB
cet-15676	32	37	a	a	DET
cet-15676	32	38	turning	turning	NOUN
cet-15676	32	39	point	point	NOUN
cet-15676	32	40	for	for	ADP
cet-15676	32	41	six	six	NUM
cet-15676	32	42	sigma	sigma	NOUN
cet-15676	32	43	in	in	ADP
cet-15676	32	44	the	the	DET
cet-15676	32	45	history	history	NOUN
cet-15676	32	46	of	of	ADP
cet-15676	32	47	process	process	NOUN
cet-15676	32	48	improvement	improvement	NOUN
cet-15676	32	49	.	.	PUNCT
cet-15676	33	1	dmaic	dmaic	PROPN
cet-15676	33	2	is	be	AUX
cet-15676	33	3	the	the	DET
cet-15676	33	4	core	core	ADJ
cet-15676	33	5	data	data	NOUN
cet-15676	33	6	-	-	PUNCT
cet-15676	33	7	driven	drive	VERB
cet-15676	33	8	,	,	PUNCT
cet-15676	33	9	systematic	systematic	ADJ
cet-15676	33	10	step	step	NOUN
cet-15676	33	11	-	-	PUNCT
cet-15676	33	12	by	by	ADP
cet-15676	33	13	-	-	PUNCT
cet-15676	33	14	step	step	NOUN
cet-15676	33	15	methodology	methodology	NOUN
cet-15676	33	16	in	in	ADP
cet-15676	33	17	the	the	DET
cet-15676	33	18	six	six	NUM
cet-15676	33	19	sigma	sigma	NOUN
cet-15676	33	20	framework	framework	NOUN
cet-15676	33	21	to	to	PART
cet-15676	33	22	identify	identify	VERB
cet-15676	33	23	and	and	CCONJ
cet-15676	33	24	eliminate	eliminate	VERB
cet-15676	33	25	defects	defect	NOUN
cet-15676	33	26	and	and	CCONJ
cet-15676	33	27	reduce	reduce	VERB
cet-15676	33	28	process	process	NOUN
cet-15676	33	29	variation	variation	NOUN
cet-15676	33	30	.	.	PUNCT
cet-15676	34	1	in	in	ADP
cet-15676	34	2	essence	essence	NOUN
cet-15676	34	3	,	,	PUNCT
cet-15676	34	4	dmaic	dmaic	PROPN
cet-15676	34	5	follows	follow	VERB
cet-15676	34	6	the	the	DET
cet-15676	34	7	methodology	methodology	NOUN
cet-15676	34	8	sequence	sequence	NOUN
cet-15676	34	9	by	by	ADP
cet-15676	34	10	defining	define	VERB
cet-15676	34	11	the	the	DET
cet-15676	34	12	issues	issue	NOUN
cet-15676	34	13	,	,	PUNCT
cet-15676	34	14	measuring	measure	VERB
cet-15676	34	15	and	and	CCONJ
cet-15676	34	16	assessing	assess	VERB
cet-15676	34	17	the	the	DET
cet-15676	34	18	current	current	ADJ
cet-15676	34	19	performance	performance	NOUN
cet-15676	34	20	,	,	PUNCT
cet-15676	34	21	analysing	analyse	VERB
cet-15676	34	22	root	root	NOUN
cet-15676	34	23	causes	cause	NOUN
cet-15676	34	24	,	,	PUNCT
cet-15676	34	25	implementing	implement	VERB
cet-15676	34	26	solutions	solution	NOUN
cet-15676	34	27	,	,	PUNCT
cet-15676	34	28	and	and	CCONJ
cet-15676	34	29	ensuring	ensure	VERB
cet-15676	34	30	long	long	ADJ
cet-15676	34	31	-	-	PUNCT
cet-15676	34	32	term	term	NOUN
cet-15676	34	33	improvements	improvement	NOUN
cet-15676	34	34	.	.	PUNCT
cet-15676	35	1	even	even	ADV
cet-15676	35	2	though	though	SCONJ
cet-15676	35	3	dmaic	dmaic	ADJ
cet-15676	35	4	was	be	AUX
cet-15676	35	5	initially	initially	ADV
cet-15676	35	6	applied	apply	VERB
cet-15676	35	7	in	in	ADP
cet-15676	35	8	the	the	DET
cet-15676	35	9	manufacturing	manufacturing	NOUN
cet-15676	35	10	industry	industry	NOUN
cet-15676	35	11	,	,	PUNCT
cet-15676	35	12	it	it	PRON
cet-15676	35	13	has	have	AUX
cet-15676	35	14	since	since	ADV
cet-15676	35	15	been	be	AUX
cet-15676	35	16	adopted	adopt	VERB
cet-15676	35	17	across	across	ADP
cet-15676	35	18	various	various	ADJ
cet-15676	35	19	industries	industry	NOUN
cet-15676	35	20	(	(	PUNCT
cet-15676	35	21	i.e.	i.e.	X
cet-15676	35	22	,	,	PUNCT
cet-15676	35	23	healthcare	healthcare	PROPN
cet-15676	35	24	,	,	PUNCT
cet-15676	35	25	finance	finance	NOUN
cet-15676	35	26	,	,	PUNCT
cet-15676	35	27	services	service	NOUN
cet-15676	35	28	)	)	PUNCT
cet-15676	35	29	for	for	ADP
cet-15676	35	30	its	its	PRON
cet-15676	35	31	effectiveness	effectiveness	NOUN
cet-15676	35	32	in	in	ADP
cet-15676	35	33	solving	solve	VERB
cet-15676	35	34	complex	complex	ADJ
cet-15676	35	35	operational	operational	ADJ
cet-15676	35	36	challenges	challenge	NOUN
cet-15676	35	37	and	and	CCONJ
cet-15676	35	38	continuous	continuous	ADJ
cet-15676	35	39	improvement	improvement	NOUN
cet-15676	35	40	(	(	PUNCT
cet-15676	35	41	gagnon	gagnon	NOUN
cet-15676	35	42	,	,	PUNCT
cet-15676	35	43	2022	2022	NUM
cet-15676	35	44	)	)	PUNCT
cet-15676	35	45	.	.	PUNCT
cet-15676	36	1	a	a	DET
cet-15676	36	2	case	case	NOUN
cet-15676	36	3	study	study	NOUN
cet-15676	36	4	from	from	ADP
cet-15676	36	5	the	the	DET
cet-15676	36	6	manufacturing	manufacturing	NOUN
cet-15676	36	7	industry	industry	NOUN
cet-15676	36	8	is	be	AUX
cet-15676	36	9	presented	present	VERB
cet-15676	36	10	to	to	PART
cet-15676	36	11	demonstrate	demonstrate	VERB
cet-15676	36	12	the	the	DET
cet-15676	36	13	practicality	practicality	NOUN
cet-15676	36	14	of	of	ADP
cet-15676	36	15	applying	apply	VERB
cet-15676	36	16	the	the	DET
cet-15676	36	17	dmaic	dmaic	ADJ
cet-15676	36	18	methodology	methodology	NOUN
cet-15676	36	19	in	in	ADP
cet-15676	36	20	examining	examine	VERB
cet-15676	36	21	the	the	DET
cet-15676	36	22	gaps	gap	NOUN
cet-15676	36	23	of	of	ADP
cet-15676	36	24	ai	ai	ADJ
cet-15676	36	25	implementation	implementation	NOUN
cet-15676	36	26	in	in	ADP
cet-15676	36	27	the	the	DET
cet-15676	36	28	absence	absence	NOUN
cet-15676	36	29	of	of	ADP
cet-15676	36	30	a	a	DET
cet-15676	36	31	robust	robust	ADJ
cet-15676	36	32	digital	digital	ADJ
cet-15676	36	33	ecosystem	ecosystem	NOUN
cet-15676	36	34	.	.	PUNCT
cet-15676	37	1	the	the	DET
cet-15676	37	2	rest	rest	NOUN
cet-15676	37	3	of	of	ADP
cet-15676	37	4	the	the	DET
cet-15676	37	5	paper	paper	NOUN
cet-15676	37	6	is	be	AUX
cet-15676	37	7	structured	structure	VERB
cet-15676	37	8	as	as	SCONJ
cet-15676	37	9	follows	follow	VERB
cet-15676	37	10	:	:	PUNCT
cet-15676	37	11	section	section	NOUN
cet-15676	37	12	2	2	NUM
cet-15676	37	13	–	–	PUNCT
cet-15676	37	14	defining	define	VERB
cet-15676	37	15	the	the	DET
cet-15676	37	16	digital	digital	ADJ
cet-15676	37	17	ecosystem	ecosystem	NOUN
cet-15676	37	18	:	:	PUNCT
cet-15676	37	19	a	a	DET
cet-15676	37	20	conceptual	conceptual	ADJ
cet-15676	37	21	and	and	CCONJ
cet-15676	37	22	relational	relational	ADJ
cet-15676	37	23	review	review	NOUN
cet-15676	37	24	;	;	PUNCT
cet-15676	37	25	section	section	NOUN
cet-15676	37	26	3	3	NUM
cet-15676	37	27	–	–	PUNCT
cet-15676	37	28	methodology	methodology	NOUN
cet-15676	37	29	analysing	analyse	VERB
cet-15676	37	30	ai	ai	VERB
cet-15676	37	31	implementation	implementation	NOUN
cet-15676	37	32	gaps	gap	NOUN
cet-15676	37	33	using	use	VERB
cet-15676	37	34	dmaic	dmaic	ADJ
cet-15676	37	35	;	;	PUNCT
cet-15676	37	36	section	section	NOUN
cet-15676	37	37	4	4	NUM
cet-15676	37	38	–	–	PUNCT
cet-15676	37	39	case	case	NOUN
cet-15676	37	40	analysis	analysis	NOUN
cet-15676	37	41	and	and	CCONJ
cet-15676	37	42	discussion	discussion	NOUN
cet-15676	37	43	;	;	PUNCT
cet-15676	37	44	section	section	NOUN
cet-15676	37	45	5	5	NUM
cet-15676	37	46	–	–	PUNCT
cet-15676	37	47	conclusion	conclusion	NOUN
cet-15676	37	48	prospect	prospect	NOUN
cet-15676	37	49	,	,	PUNCT
cet-15676	37	50	recommendations	recommendation	NOUN
cet-15676	37	51	,	,	PUNCT
cet-15676	37	52	and	and	CCONJ
cet-15676	37	53	future	future	ADJ
cet-15676	37	54	works	work	NOUN
cet-15676	37	55	.	.	PUNCT
cet-15676	38	1	2	2	X
cet-15676	38	2	.	.	X
cet-15676	38	3	defining	define	VERB
cet-15676	38	4	the	the	DET
cet-15676	38	5	digital	digital	ADJ
cet-15676	38	6	ecosystem	ecosystem	NOUN
cet-15676	38	7	:	:	PUNCT
cet-15676	38	8	a	a	DET
cet-15676	38	9	conceptual	conceptual	ADJ
cet-15676	38	10	and	and	CCONJ
cet-15676	38	11	relational	relational	ADJ
cet-15676	38	12	review	review	NOUN
cet-15676	38	13	understanding	understand	VERB
cet-15676	38	14	the	the	DET
cet-15676	38	15	concepts	concept	NOUN
cet-15676	38	16	of	of	ADP
cet-15676	38	17	popular	popular	ADJ
cet-15676	38	18	terms	term	NOUN
cet-15676	38	19	,	,	PUNCT
cet-15676	38	20	including	include	VERB
cet-15676	38	21	digitisation	digitisation	NOUN
cet-15676	38	22	,	,	PUNCT
cet-15676	38	23	digitalisation	digitalisation	NOUN
cet-15676	38	24	,	,	PUNCT
cet-15676	38	25	industry	industry	NOUN
cet-15676	38	26	4.0	4.0	NUM
cet-15676	38	27	,	,	PUNCT
cet-15676	38	28	and	and	CCONJ
cet-15676	38	29	ai	ai	VERB
cet-15676	38	30	,	,	PUNCT
cet-15676	38	31	is	be	AUX
cet-15676	38	32	essential	essential	ADJ
cet-15676	38	33	to	to	PART
cet-15676	38	34	contextualise	contextualise	VERB
cet-15676	38	35	the	the	DET
cet-15676	38	36	interrelationship	interrelationship	NOUN
cet-15676	38	37	and	and	CCONJ
cet-15676	38	38	relevance	relevance	NOUN
cet-15676	38	39	in	in	ADP
cet-15676	38	40	defining	define	VERB
cet-15676	38	41	a	a	DET
cet-15676	38	42	digital	digital	ADJ
cet-15676	38	43	ecosystem	ecosystem	NOUN
cet-15676	38	44	.	.	PUNCT
cet-15676	39	1	digitisation	digitisation	NOUN
cet-15676	39	2	is	be	AUX
cet-15676	39	3	a	a	DET
cet-15676	39	4	technical	technical	ADJ
cet-15676	39	5	process	process	NOUN
cet-15676	39	6	of	of	ADP
cet-15676	39	7	transforming	transform	VERB
cet-15676	39	8	information	information	NOUN
cet-15676	39	9	from	from	ADP
cet-15676	39	10	analogue	analogue	NOUN
cet-15676	39	11	to	to	ADP
cet-15676	39	12	digital	digital	ADJ
cet-15676	39	13	formats	format	NOUN
cet-15676	39	14	(	(	PUNCT
cet-15676	39	15	i.e.	i.e.	X
cet-15676	39	16	,	,	PUNCT
cet-15676	39	17	scanning	scan	VERB
cet-15676	39	18	paper	paper	NOUN
cet-15676	39	19	documents	document	NOUN
cet-15676	39	20	into	into	ADP
cet-15676	39	21	pdf	pdf	NOUN
cet-15676	39	22	files	file	NOUN
cet-15676	39	23	,	,	PUNCT
cet-15676	39	24	vinyl	vinyl	NOUN
cet-15676	39	25	records	record	NOUN
cet-15676	39	26	into	into	ADP
cet-15676	39	27	mp3	mp3	NOUN
cet-15676	39	28	audio	audio	ADJ
cet-15676	39	29	files	file	NOUN
cet-15676	39	30	)	)	PUNCT
cet-15676	39	31	.	.	PUNCT
cet-15676	40	1	it	it	PRON
cet-15676	40	2	is	be	AUX
cet-15676	40	3	imperative	imperative	ADJ
cet-15676	40	4	to	to	PART
cet-15676	40	5	recognise	recognise	VERB
cet-15676	40	6	that	that	DET
cet-15676	40	7	digitalisation	digitalisation	NOUN
cet-15676	40	8	can	can	AUX
cet-15676	40	9	not	not	PART
cet-15676	40	10	occur	occur	VERB
cet-15676	40	11	without	without	ADP
cet-15676	40	12	digitisation	digitisation	NOUN
cet-15676	40	13	,	,	PUNCT
cet-15676	40	14	as	as	SCONJ
cet-15676	40	15	digitalisation	digitalisation	NOUN
cet-15676	40	16	builds	build	VERB
cet-15676	40	17	upon	upon	SCONJ
cet-15676	40	18	digitisation	digitisation	NOUN
cet-15676	40	19	and	and	CCONJ
cet-15676	40	20	involves	involve	VERB
cet-15676	40	21	the	the	DET
cet-15676	40	22	use	use	NOUN
cet-15676	40	23	of	of	ADP
cet-15676	40	24	digital	digital	ADJ
cet-15676	40	25	data	datum	NOUN
cet-15676	40	26	and	and	CCONJ
cet-15676	40	27	technologies	technology	NOUN
cet-15676	40	28	to	to	PART
cet-15676	40	29	reshape	reshape	VERB
cet-15676	40	30	business	business	NOUN
cet-15676	40	31	operations	operation	NOUN
cet-15676	40	32	,	,	PUNCT
cet-15676	40	33	improve	improve	VERB
cet-15676	40	34	stakeholder	stakeholder	NOUN
cet-15676	40	35	interaction	interaction	NOUN
cet-15676	40	36	,	,	PUNCT
cet-15676	40	37	and	and	CCONJ
cet-15676	40	38	streamline	streamline	VERB
cet-15676	40	39	workflows	workflow	NOUN
cet-15676	40	40	(	(	PUNCT
cet-15676	40	41	holmström	holmström	NOUN
cet-15676	40	42	,	,	PUNCT
cet-15676	40	43	2022	2022	NUM
cet-15676	40	44	)	)	PUNCT
cet-15676	40	45	.	.	PUNCT
cet-15676	41	1	a	a	DET
cet-15676	41	2	study	study	NOUN
cet-15676	41	3	by	by	ADP
cet-15676	41	4	truant	truant	NOUN
cet-15676	41	5	et	et	PROPN
cet-15676	41	6	al	al	PROPN
cet-15676	41	7	.	.	PROPN
cet-15676	41	8	(	(	PUNCT
cet-15676	41	9	2022	2022	NUM
cet-15676	41	10	)	)	PUNCT
cet-15676	41	11	emphasises	emphasise	VERB
cet-15676	41	12	that	that	DET
cet-15676	41	13	digitalisation	digitalisation	NOUN
cet-15676	41	14	not	not	PART
cet-15676	41	15	only	only	ADV
cet-15676	41	16	utilises	utilise	VERB
cet-15676	41	17	digital	digital	ADJ
cet-15676	41	18	data	datum	NOUN
cet-15676	41	19	and	and	CCONJ
cet-15676	41	20	technologies	technology	NOUN
cet-15676	41	21	to	to	PART
cet-15676	41	22	change	change	VERB
cet-15676	41	23	an	an	DET
cet-15676	41	24	organisation	organisation	NOUN
cet-15676	41	25	's	's	PART
cet-15676	41	26	business	business	NOUN
cet-15676	41	27	model	model	NOUN
cet-15676	41	28	but	but	CCONJ
cet-15676	41	29	also	also	ADV
cet-15676	41	30	provides	provide	VERB
cet-15676	41	31	opportunities	opportunity	NOUN
cet-15676	41	32	to	to	PART
cet-15676	41	33	improve	improve	VERB
cet-15676	41	34	its	its	PRON
cet-15676	41	35	value	value	NOUN
cet-15676	41	36	creation	creation	NOUN
cet-15676	41	37	path	path	NOUN
cet-15676	41	38	.	.	PUNCT
cet-15676	42	1	the	the	DET
cet-15676	42	2	transformative	transformative	ADJ
cet-15676	42	3	shift	shift	NOUN
cet-15676	42	4	in	in	ADP
cet-15676	42	5	business	business	NOUN
cet-15676	42	6	model	model	NOUN
cet-15676	42	7	brought	bring	VERB
cet-15676	42	8	about	about	ADP
cet-15676	42	9	by	by	ADP
cet-15676	42	10	digitalisation	digitalisation	NOUN
cet-15676	42	11	aligns	align	VERB
cet-15676	42	12	with	with	ADP
cet-15676	42	13	the	the	DET
cet-15676	42	14	core	core	NOUN
cet-15676	42	15	concept	concept	NOUN
cet-15676	42	16	of	of	ADP
cet-15676	42	17	industry	industry	NOUN
cet-15676	42	18	4.0	4.0	NUM
cet-15676	42	19	,	,	PUNCT
cet-15676	42	20	which	which	PRON
cet-15676	42	21	envisions	envision	VERB
cet-15676	42	22	a	a	DET
cet-15676	42	23	highly	highly	ADV
cet-15676	42	24	connected	connect	VERB
cet-15676	42	25	,	,	PUNCT
cet-15676	42	26	intelligent	intelligent	ADJ
cet-15676	42	27	production	production	NOUN
cet-15676	42	28	environment	environment	NOUN
cet-15676	42	29	through	through	ADP
cet-15676	42	30	the	the	DET
cet-15676	42	31	convergence	convergence	NOUN
cet-15676	42	32	of	of	ADP
cet-15676	42	33	digital	digital	ADJ
cet-15676	42	34	technologies	technology	NOUN
cet-15676	42	35	(	(	PUNCT
cet-15676	42	36	i.e.	i.e.	X
cet-15676	42	37	,	,	PUNCT
cet-15676	42	38	ai	ai	ADJ
cet-15676	42	39	,	,	PUNCT
cet-15676	42	40	iot	iot	ADJ
cet-15676	42	41	,	,	PUNCT
cet-15676	42	42	big	big	ADJ
cet-15676	42	43	data	datum	NOUN
cet-15676	42	44	analytics	analytic	NOUN
cet-15676	42	45	,	,	PUNCT
cet-15676	42	46	cloud	cloud	NOUN
cet-15676	42	47	computing	computing	NOUN
cet-15676	42	48	)	)	PUNCT
cet-15676	42	49	that	that	PRON
cet-15676	42	50	drive	drive	VERB
cet-15676	42	51	efficiency	efficiency	NOUN
cet-15676	42	52	and	and	CCONJ
cet-15676	42	53	innovation	innovation	NOUN
cet-15676	42	54	(	(	PUNCT
cet-15676	42	55	javaid	javaid	NOUN
cet-15676	42	56	et	et	PROPN
cet-15676	42	57	al	al	PROPN
cet-15676	42	58	.	.	PROPN
cet-15676	42	59	,	,	PUNCT
cet-15676	42	60	2022	2022	NUM
cet-15676	42	61	)	)	PUNCT
cet-15676	42	62	.	.	PUNCT
cet-15676	43	1	the	the	DET
cet-15676	43	2	significance	significance	NOUN
cet-15676	43	3	of	of	ADP
cet-15676	43	4	digitalisation	digitalisation	NOUN
cet-15676	43	5	is	be	AUX
cet-15676	43	6	further	far	ADV
cet-15676	43	7	highlighted	highlight	VERB
cet-15676	43	8	as	as	SCONJ
cet-15676	43	9	it	it	PRON
cet-15676	43	10	has	have	AUX
cet-15676	43	11	been	be	AUX
cet-15676	43	12	described	describe	VERB
cet-15676	43	13	as	as	ADP
cet-15676	43	14	"	"	PUNCT
cet-15676	43	15	the	the	DET
cet-15676	43	16	fourth	fourth	ADJ
cet-15676	43	17	industrial	industrial	ADJ
cet-15676	43	18	revolution	revolution	NOUN
cet-15676	43	19	"	"	PUNCT
cet-15676	43	20	in	in	ADP
cet-15676	43	21	the	the	DET
cet-15676	43	22	world	world	NOUN
cet-15676	43	23	economic	economic	PROPN
cet-15676	43	24	forum	forum	PROPN
cet-15676	43	25	due	due	ADP
cet-15676	43	26	to	to	ADP
cet-15676	43	27	its	its	PRON
cet-15676	43	28	immense	immense	ADJ
cet-15676	43	29	potential	potential	ADJ
cet-15676	43	30	impact	impact	NOUN
cet-15676	43	31	on	on	ADP
cet-15676	43	32	consumers	consumer	NOUN
cet-15676	43	33	,	,	PUNCT
cet-15676	43	34	societies	society	NOUN
cet-15676	43	35	,	,	PUNCT
cet-15676	43	36	and	and	CCONJ
cet-15676	43	37	businesses	business	NOUN
cet-15676	43	38	(	(	PUNCT
cet-15676	43	39	hossnofsky	hossnofsky	ADJ
cet-15676	43	40	and	and	CCONJ
cet-15676	43	41	junge	junge	NOUN
cet-15676	43	42	,	,	PUNCT
cet-15676	43	43	2019	2019	NUM
cet-15676	43	44	)	)	PUNCT
cet-15676	43	45	.	.	PUNCT
cet-15676	44	1	on	on	ADP
cet-15676	44	2	the	the	DET
cet-15676	44	3	other	other	ADJ
cet-15676	44	4	hand	hand	NOUN
cet-15676	44	5	,	,	PUNCT
cet-15676	44	6	ai	ai	AUX
cet-15676	44	7	also	also	ADV
cet-15676	44	8	emerges	emerge	NOUN
cet-15676	44	9	as	as	ADP
cet-15676	44	10	a	a	DET
cet-15676	44	11	game	game	NOUN
cet-15676	44	12	-	-	PUNCT
cet-15676	44	13	changer	changer	NOUN
cet-15676	44	14	that	that	PRON
cet-15676	44	15	can	can	AUX
cet-15676	44	16	fulfil	fulfil	VERB
cet-15676	44	17	the	the	DET
cet-15676	44	18	ambition	ambition	NOUN
cet-15676	44	19	of	of	ADP
cet-15676	44	20	industry	industry	NOUN
cet-15676	44	21	4.0	4.0	NUM
cet-15676	44	22	.	.	PUNCT
cet-15676	45	1	kejriwal	kejriwal	PROPN
cet-15676	45	2	(	(	PUNCT
cet-15676	45	3	2023	2023	NUM
cet-15676	45	4	)	)	PUNCT
cet-15676	45	5	defines	define	NOUN
cet-15676	45	6	ai	ai	VERB
cet-15676	45	7	as	as	ADP
cet-15676	45	8	a	a	DET
cet-15676	45	9	collective	collective	NOUN
cet-15676	45	10	of	of	ADP
cet-15676	45	11	digital	digital	ADJ
cet-15676	45	12	technology	technology	NOUN
cet-15676	45	13	components	component	NOUN
cet-15676	45	14	,	,	PUNCT
cet-15676	45	15	including	include	VERB
cet-15676	45	16	natural	natural	ADJ
cet-15676	45	17	language	language	NOUN
cet-15676	45	18	processing	processing	NOUN
cet-15676	45	19	,	,	PUNCT
cet-15676	45	20	machine	machine	NOUN
cet-15676	45	21	learning	learning	NOUN
cet-15676	45	22	,	,	PUNCT
cet-15676	45	23	algorithms	algorithm	NOUN
cet-15676	45	24	,	,	PUNCT
cet-15676	45	25	and	and	CCONJ
cet-15676	45	26	others	other	NOUN
cet-15676	45	27	,	,	PUNCT
cet-15676	45	28	that	that	PRON
cet-15676	45	29	enable	enable	VERB
cet-15676	45	30	computers	computer	NOUN
cet-15676	45	31	and	and	CCONJ
cet-15676	45	32	machines	machine	NOUN
cet-15676	45	33	to	to	PART
cet-15676	45	34	simulate	simulate	VERB
cet-15676	45	35	human	human	ADJ
cet-15676	45	36	learning	learning	NOUN
cet-15676	45	37	(	(	PUNCT
cet-15676	45	38	i.e.	i.e.	X
cet-15676	45	39	,	,	PUNCT
cet-15676	45	40	comprehension	comprehension	NOUN
cet-15676	45	41	,	,	PUNCT
cet-15676	45	42	problem	problem	NOUN
cet-15676	45	43	-	-	PUNCT
cet-15676	45	44	solving	solving	NOUN
cet-15676	45	45	,	,	PUNCT
cet-15676	45	46	autonomy	autonomy	NOUN
cet-15676	45	47	)	)	PUNCT
cet-15676	45	48	.	.	PUNCT
cet-15676	46	1	however	however	ADV
cet-15676	46	2	,	,	PUNCT
cet-15676	46	3	the	the	DET
cet-15676	46	4	full	full	ADJ
cet-15676	46	5	potential	potential	NOUN
cet-15676	46	6	of	of	ADP
cet-15676	46	7	ai	ai	NOUN
cet-15676	46	8	can	can	AUX
cet-15676	46	9	only	only	ADV
cet-15676	46	10	be	be	AUX
cet-15676	46	11	unleashed	unleash	VERB
cet-15676	46	12	under	under	ADP
cet-15676	46	13	the	the	DET
cet-15676	46	14	assumption	assumption	NOUN
cet-15676	46	15	that	that	PRON
cet-15676	46	16	ai	ai	VERB
cet-15676	46	17	operates	operate	VERB
cet-15676	46	18	within	within	ADP
cet-15676	46	19	a	a	DET
cet-15676	46	20	well	well	ADV
cet-15676	46	21	-	-	PUNCT
cet-15676	46	22	structured	structure	VERB
cet-15676	46	23	and	and	CCONJ
cet-15676	46	24	integrated	integrate	VERB
cet-15676	46	25	digital	digital	ADJ
cet-15676	46	26	ecosystem	ecosystem	NOUN
cet-15676	46	27	,	,	PUNCT
cet-15676	46	28	which	which	PRON
cet-15676	46	29	is	be	AUX
cet-15676	46	30	highly	highly	ADV
cet-15676	46	31	dependent	dependent	ADJ
cet-15676	46	32	on	on	ADP
cet-15676	46	33	the	the	DET
cet-15676	46	34	level	level	NOUN
cet-15676	46	35	of	of	ADP
cet-15676	46	36	digitalization	digitalization	NOUN
cet-15676	46	37	(	(	PUNCT
cet-15676	46	38	ross	ross	PROPN
cet-15676	46	39	and	and	CCONJ
cet-15676	46	40	jess	jess	PROPN
cet-15676	46	41	,	,	PUNCT
cet-15676	46	42	2022	2022	NUM
cet-15676	46	43	)	)	PUNCT
cet-15676	46	44	.	.	PUNCT
cet-15676	47	1	within	within	ADP
cet-15676	47	2	a	a	DET
cet-15676	47	3	digital	digital	ADJ
cet-15676	47	4	ecosystem	ecosystem	NOUN
cet-15676	47	5	,	,	PUNCT
cet-15676	47	6	ai	ai	VERB
cet-15676	47	7	can	can	AUX
cet-15676	47	8	leverage	leverage	VERB
cet-15676	47	9	the	the	DET
cet-15676	47	10	digital	digital	ADJ
cet-15676	47	11	data	datum	NOUN
cet-15676	47	12	to	to	PART
cet-15676	47	13	perform	perform	VERB
cet-15676	47	14	functions	function	NOUN
cet-15676	47	15	such	such	ADJ
cet-15676	47	16	as	as	ADP
cet-15676	47	17	pattern	pattern	NOUN
cet-15676	47	18	recognition	recognition	NOUN
cet-15676	47	19	,	,	PUNCT
cet-15676	47	20	prediction	prediction	NOUN
cet-15676	47	21	,	,	PUNCT
cet-15676	47	22	optimisation	optimisation	NOUN
cet-15676	47	23	,	,	PUNCT
cet-15676	47	24	and	and	CCONJ
cet-15676	47	25	even	even	ADV
cet-15676	47	26	autonomous	autonomous	ADJ
cet-15676	47	27	decisionmaking	decisionmaking	NOUN
cet-15676	47	28	.	.	PUNCT
cet-15676	48	1	in	in	ADP
cet-15676	48	2	essence	essence	NOUN
cet-15676	48	3	,	,	PUNCT
cet-15676	48	4	the	the	DET
cet-15676	48	5	progression	progression	NOUN
cet-15676	48	6	from	from	ADP
cet-15676	48	7	digitisation	digitisation	NOUN
cet-15676	48	8	to	to	ADP
cet-15676	48	9	digitalisation	digitalisation	NOUN
cet-15676	48	10	lays	lay	VERB
cet-15676	48	11	the	the	DET
cet-15676	48	12	essential	essential	ADJ
cet-15676	48	13	foundation	foundation	NOUN
cet-15676	48	14	for	for	ADP
cet-15676	48	15	building	build	VERB
cet-15676	48	16	a	a	DET
cet-15676	48	17	robust	robust	ADJ
cet-15676	48	18	digital	digital	ADJ
cet-15676	48	19	ecosystem	ecosystem	NOUN
cet-15676	48	20	,	,	PUNCT
cet-15676	48	21	which	which	PRON
cet-15676	48	22	is	be	AUX
cet-15676	48	23	critical	critical	ADJ
cet-15676	48	24	for	for	ADP
cet-15676	48	25	enabling	enable	VERB
cet-15676	48	26	advanced	advanced	ADJ
cet-15676	48	27	ai	ai	ADJ
cet-15676	48	28	capabilities	capability	NOUN
cet-15676	48	29	.	.	PUNCT
cet-15676	49	1	the	the	DET
cet-15676	49	2	synergy	synergy	NOUN
cet-15676	49	3	between	between	ADP
cet-15676	49	4	digitalisation	digitalisation	NOUN
cet-15676	49	5	and	and	CCONJ
cet-15676	49	6	ai	ai	NOUN
cet-15676	49	7	has	have	AUX
cet-15676	49	8	become	become	VERB
cet-15676	49	9	increasingly	increasingly	ADV
cet-15676	49	10	inevitable	inevitable	ADJ
cet-15676	49	11	,	,	PUNCT
cet-15676	49	12	considering	consider	VERB
cet-15676	49	13	broader	broad	ADJ
cet-15676	49	14	societal	societal	ADJ
cet-15676	49	15	and	and	CCONJ
cet-15676	49	16	industrial	industrial	ADJ
cet-15676	49	17	trends	trend	NOUN
cet-15676	49	18	are	be	AUX
cet-15676	49	19	driving	drive	VERB
cet-15676	49	20	organisations	organisation	NOUN
cet-15676	49	21	toward	toward	ADP
cet-15676	49	22	more	more	ADV
cet-15676	49	23	dynamic	dynamic	ADJ
cet-15676	49	24	,	,	PUNCT
cet-15676	49	25	data	datum	NOUN
cet-15676	49	26	-	-	PUNCT
cet-15676	49	27	driven	drive	VERB
cet-15676	49	28	,	,	PUNCT
cet-15676	49	29	and	and	CCONJ
cet-15676	49	30	autonomous	autonomous	ADJ
cet-15676	49	31	environments	environment	NOUN
cet-15676	49	32	(	(	PUNCT
cet-15676	49	33	kejriwal	kejriwal	PROPN
cet-15676	49	34	,	,	PUNCT
cet-15676	49	35	2023	2023	NUM
cet-15676	49	36	)	)	PUNCT
cet-15676	49	37	.	.	PUNCT
cet-15676	50	1	the	the	DET
cet-15676	50	2	integration	integration	NOUN
cet-15676	50	3	ultimately	ultimately	ADV
cet-15676	50	4	enables	enable	VERB
cet-15676	50	5	the	the	DET
cet-15676	50	6	realisation	realisation	NOUN
cet-15676	50	7	of	of	ADP
cet-15676	50	8	the	the	DET
cet-15676	50	9	industry	industry	NOUN
cet-15676	50	10	4.0	4.0	NUM
cet-15676	50	11	vision	vision	NOUN
cet-15676	50	12	,	,	PUNCT
cet-15676	50	13	creating	create	VERB
cet-15676	50	14	intelligent	intelligent	ADJ
cet-15676	50	15	systems	system	NOUN
cet-15676	50	16	that	that	PRON
cet-15676	50	17	move	move	VERB
cet-15676	50	18	302	302	NUM
cet-15676	50	19	beyond	beyond	ADP
cet-15676	50	20	basic	basic	ADJ
cet-15676	50	21	automation	automation	NOUN
cet-15676	50	22	to	to	ADP
cet-15676	50	23	interconnected	interconnected	ADJ
cet-15676	50	24	technologies	technology	NOUN
cet-15676	50	25	and	and	CCONJ
cet-15676	50	26	processes	process	NOUN
cet-15676	50	27	that	that	PRON
cet-15676	50	28	can	can	AUX
cet-15676	50	29	continuously	continuously	ADV
cet-15676	50	30	adapt	adapt	VERB
cet-15676	50	31	and	and	CCONJ
cet-15676	50	32	optimise	optimise	ADJ
cet-15676	50	33	operations	operation	NOUN
cet-15676	50	34	.	.	PUNCT
cet-15676	51	1	while	while	SCONJ
cet-15676	51	2	ai	ai	NOUN
cet-15676	51	3	is	be	AUX
cet-15676	51	4	widely	widely	ADV
cet-15676	51	5	recognised	recognise	VERB
cet-15676	51	6	as	as	ADP
cet-15676	51	7	a	a	DET
cet-15676	51	8	critical	critical	ADJ
cet-15676	51	9	driver	driver	NOUN
cet-15676	51	10	of	of	ADP
cet-15676	51	11	innovation	innovation	NOUN
cet-15676	51	12	in	in	ADP
cet-15676	51	13	today	today	NOUN
cet-15676	51	14	's	's	PART
cet-15676	51	15	digital	digital	ADJ
cet-15676	51	16	era	era	NOUN
cet-15676	51	17	,	,	PUNCT
cet-15676	51	18	its	its	PRON
cet-15676	51	19	adoption	adoption	NOUN
cet-15676	51	20	does	do	AUX
cet-15676	51	21	not	not	PART
cet-15676	51	22	always	always	ADV
cet-15676	51	23	yield	yield	VERB
cet-15676	51	24	positive	positive	ADJ
cet-15676	51	25	outcomes	outcome	NOUN
cet-15676	51	26	.	.	PUNCT
cet-15676	52	1	lui	lui	VERB
cet-15676	52	2	et	et	PROPN
cet-15676	52	3	al	al	PROPN
cet-15676	52	4	.	.	PROPN
cet-15676	53	1	(	(	PUNCT
cet-15676	53	2	2022	2022	NUM
cet-15676	53	3	)	)	PUNCT
cet-15676	53	4	highlights	highlight	NOUN
cet-15676	53	5	that	that	PRON
cet-15676	53	6	ai	ai	VERB
cet-15676	53	7	investment	investment	NOUN
cet-15676	53	8	can	can	AUX
cet-15676	53	9	have	have	VERB
cet-15676	53	10	a	a	DET
cet-15676	53	11	negative	negative	ADJ
cet-15676	53	12	impact	impact	NOUN
cet-15676	53	13	on	on	ADP
cet-15676	53	14	an	an	DET
cet-15676	53	15	organisation	organisation	NOUN
cet-15676	53	16	's	's	PART
cet-15676	53	17	market	market	NOUN
cet-15676	53	18	value	value	NOUN
cet-15676	53	19	,	,	PUNCT
cet-15676	53	20	particularly	particularly	ADV
cet-15676	53	21	for	for	ADP
cet-15676	53	22	organisations	organisation	NOUN
cet-15676	53	23	with	with	ADP
cet-15676	53	24	weak	weak	ADJ
cet-15676	53	25	information	information	NOUN
cet-15676	53	26	technology	technology	NOUN
cet-15676	53	27	(	(	PUNCT
cet-15676	53	28	it	it	PRON
cet-15676	53	29	)	)	PUNCT
cet-15676	53	30	capabilities	capability	NOUN
cet-15676	53	31	.	.	PUNCT
cet-15676	54	1	weak	weak	ADJ
cet-15676	54	2	it	it	PRON
cet-15676	54	3	capabilities	capability	NOUN
cet-15676	54	4	refer	refer	VERB
cet-15676	54	5	to	to	ADP
cet-15676	54	6	an	an	DET
cet-15676	54	7	organisation	organisation	NOUN
cet-15676	54	8	’s	’s	PART
cet-15676	54	9	limited	limited	ADJ
cet-15676	54	10	capacity	capacity	NOUN
cet-15676	54	11	to	to	PART
cet-15676	54	12	manage	manage	VERB
cet-15676	54	13	,	,	PUNCT
cet-15676	54	14	integrate	integrate	VERB
cet-15676	54	15	,	,	PUNCT
cet-15676	54	16	and	and	CCONJ
cet-15676	54	17	utilise	utilise	VERB
cet-15676	54	18	digital	digital	ADJ
cet-15676	54	19	systems	system	NOUN
cet-15676	54	20	and	and	CCONJ
cet-15676	54	21	data	datum	NOUN
cet-15676	54	22	effectively	effectively	ADV
cet-15676	54	23	and	and	CCONJ
cet-15676	54	24	efficiently	efficiently	ADV
cet-15676	54	25	(	(	PUNCT
cet-15676	54	26	references	reference	NOUN
cet-15676	54	27	)	)	PUNCT
cet-15676	54	28	.	.	PUNCT
cet-15676	55	1	when	when	SCONJ
cet-15676	55	2	an	an	DET
cet-15676	55	3	organisation	organisation	NOUN
cet-15676	55	4	publicly	publicly	ADV
cet-15676	55	5	commits	commit	VERB
cet-15676	55	6	to	to	PART
cet-15676	55	7	ai	ai	VERB
cet-15676	55	8	investment	investment	NOUN
cet-15676	55	9	without	without	ADP
cet-15676	55	10	the	the	DET
cet-15676	55	11	necessary	necessary	ADJ
cet-15676	55	12	digital	digital	ADJ
cet-15676	55	13	infrastructure	infrastructure	NOUN
cet-15676	55	14	and	and	CCONJ
cet-15676	55	15	technological	technological	ADJ
cet-15676	55	16	readiness	readiness	NOUN
cet-15676	55	17	to	to	PART
cet-15676	55	18	support	support	VERB
cet-15676	55	19	the	the	DET
cet-15676	55	20	initiatives	initiative	NOUN
cet-15676	55	21	,	,	PUNCT
cet-15676	55	22	issues	issue	NOUN
cet-15676	55	23	such	such	ADJ
cet-15676	55	24	as	as	ADP
cet-15676	55	25	operational	operational	ADJ
cet-15676	55	26	disruptions	disruption	NOUN
cet-15676	55	27	and	and	CCONJ
cet-15676	55	28	the	the	DET
cet-15676	55	29	failure	failure	NOUN
cet-15676	55	30	of	of	ADP
cet-15676	55	31	ai	ai	PROPN
cet-15676	55	32	initiatives	initiative	NOUN
cet-15676	55	33	to	to	PART
cet-15676	55	34	meet	meet	VERB
cet-15676	55	35	stakeholder	stakeholder	NOUN
cet-15676	55	36	expectations	expectation	NOUN
cet-15676	55	37	can	can	AUX
cet-15676	55	38	arise	arise	VERB
cet-15676	55	39	,	,	PUNCT
cet-15676	55	40	which	which	PRON
cet-15676	55	41	in	in	ADP
cet-15676	55	42	turn	turn	NOUN
cet-15676	55	43	may	may	AUX
cet-15676	55	44	lead	lead	VERB
cet-15676	55	45	to	to	ADP
cet-15676	55	46	declining	decline	VERB
cet-15676	55	47	stock	stock	NOUN
cet-15676	55	48	prices	price	NOUN
cet-15676	55	49	and	and	CCONJ
cet-15676	55	50	reduced	reduce	VERB
cet-15676	55	51	investor	investor	NOUN
cet-15676	55	52	confidence	confidence	NOUN
cet-15676	55	53	.	.	PUNCT
cet-15676	56	1	meanwhile	meanwhile	ADV
cet-15676	56	2	,	,	PUNCT
cet-15676	56	3	organisations	organisation	NOUN
cet-15676	56	4	with	with	ADP
cet-15676	56	5	low	low	ADJ
cet-15676	56	6	levels	level	NOUN
cet-15676	56	7	of	of	ADP
cet-15676	56	8	digitalisation	digitalisation	NOUN
cet-15676	56	9	tend	tend	VERB
cet-15676	56	10	to	to	PART
cet-15676	56	11	face	face	VERB
cet-15676	56	12	reputational	reputational	ADJ
cet-15676	56	13	damage	damage	NOUN
cet-15676	56	14	and	and	CCONJ
cet-15676	56	15	organisational	organisational	ADJ
cet-15676	56	16	resistance	resistance	NOUN
cet-15676	56	17	due	due	ADP
cet-15676	56	18	to	to	ADP
cet-15676	56	19	unmet	unmet	NOUN
cet-15676	56	20	expectations	expectation	NOUN
cet-15676	56	21	and	and	CCONJ
cet-15676	56	22	poorly	poorly	ADV
cet-15676	56	23	integrated	integrate	VERB
cet-15676	57	1	ai	ai	NOUN
cet-15676	57	2	initiatives	initiative	NOUN
cet-15676	57	3	that	that	PRON
cet-15676	57	4	fail	fail	VERB
cet-15676	57	5	to	to	PART
cet-15676	57	6	deliver	deliver	VERB
cet-15676	57	7	promised	promise	VERB
cet-15676	57	8	efficiencies	efficiency	NOUN
cet-15676	57	9	.	.	PUNCT
cet-15676	58	1	the	the	DET
cet-15676	58	2	findings	finding	NOUN
cet-15676	58	3	suggest	suggest	VERB
cet-15676	58	4	that	that	SCONJ
cet-15676	58	5	the	the	DET
cet-15676	58	6	success	success	NOUN
cet-15676	58	7	of	of	ADP
cet-15676	58	8	ai	ai	ADJ
cet-15676	58	9	implementation	implementation	NOUN
cet-15676	58	10	is	be	AUX
cet-15676	58	11	not	not	PART
cet-15676	58	12	determined	determine	VERB
cet-15676	58	13	solely	solely	ADV
cet-15676	58	14	by	by	ADP
cet-15676	58	15	ai	ai	PROPN
cet-15676	58	16	technologies	technology	NOUN
cet-15676	58	17	but	but	CCONJ
cet-15676	58	18	is	be	AUX
cet-15676	58	19	also	also	ADV
cet-15676	58	20	highly	highly	ADV
cet-15676	58	21	influenced	influence	VERB
cet-15676	58	22	by	by	ADP
cet-15676	58	23	the	the	DET
cet-15676	58	24	organisation	organisation	NOUN
cet-15676	58	25	's	's	PART
cet-15676	58	26	level	level	NOUN
cet-15676	58	27	of	of	ADP
cet-15676	58	28	digitalisation	digitalisation	NOUN
cet-15676	58	29	,	,	PUNCT
cet-15676	58	30	sometimes	sometimes	ADV
cet-15676	58	31	referred	refer	VERB
cet-15676	58	32	to	to	ADP
cet-15676	58	33	as	as	ADP
cet-15676	58	34	digital	digital	ADJ
cet-15676	58	35	maturity	maturity	NOUN
cet-15676	58	36	.	.	PUNCT
cet-15676	59	1	the	the	DET
cet-15676	59	2	digital	digital	ADJ
cet-15676	59	3	maturity	maturity	NOUN
cet-15676	59	4	of	of	ADP
cet-15676	59	5	an	an	DET
cet-15676	59	6	organisation	organisation	NOUN
cet-15676	59	7	is	be	AUX
cet-15676	59	8	closely	closely	ADV
cet-15676	59	9	tied	tie	VERB
cet-15676	59	10	to	to	ADP
cet-15676	59	11	the	the	DET
cet-15676	59	12	information	information	NOUN
cet-15676	59	13	technology	technology	NOUN
cet-15676	59	14	capabilities	capability	NOUN
cet-15676	59	15	to	to	PART
cet-15676	59	16	manage	manage	VERB
cet-15676	59	17	,	,	PUNCT
cet-15676	59	18	integrate	integrate	VERB
cet-15676	59	19	,	,	PUNCT
cet-15676	59	20	and	and	CCONJ
cet-15676	59	21	utilise	utilise	VERB
cet-15676	59	22	data	datum	NOUN
cet-15676	59	23	effectively	effectively	ADV
cet-15676	59	24	.	.	PUNCT
cet-15676	60	1	while	while	SCONJ
cet-15676	60	2	there	there	PRON
cet-15676	60	3	is	be	VERB
cet-15676	60	4	a	a	DET
cet-15676	60	5	clear	clear	ADJ
cet-15676	60	6	correlation	correlation	NOUN
cet-15676	60	7	between	between	ADP
cet-15676	60	8	digitalisation	digitalisation	NOUN
cet-15676	60	9	and	and	CCONJ
cet-15676	60	10	ai	ai	VERB
cet-15676	60	11	,	,	PUNCT
cet-15676	60	12	both	both	DET
cet-15676	60	13	digitalisation	digitalisation	NOUN
cet-15676	60	14	and	and	CCONJ
cet-15676	60	15	ai	ai	NOUN
cet-15676	60	16	are	be	AUX
cet-15676	60	17	often	often	ADV
cet-15676	60	18	treated	treat	VERB
cet-15676	60	19	as	as	ADP
cet-15676	60	20	separate	separate	ADJ
cet-15676	60	21	initiatives	initiative	NOUN
cet-15676	60	22	in	in	ADP
cet-15676	60	23	practice	practice	NOUN
cet-15676	60	24	and	and	CCONJ
cet-15676	60	25	literature	literature	NOUN
cet-15676	60	26	,	,	PUNCT
cet-15676	60	27	leading	lead	VERB
cet-15676	60	28	to	to	ADP
cet-15676	60	29	a	a	DET
cet-15676	60	30	popular	popular	ADJ
cet-15676	60	31	ongoing	ongoing	ADJ
cet-15676	60	32	debate	debate	NOUN
cet-15676	60	33	around	around	ADP
cet-15676	60	34	the	the	DET
cet-15676	60	35	extent	extent	NOUN
cet-15676	60	36	to	to	PART
cet-15676	60	37	which	which	PRON
cet-15676	60	38	an	an	DET
cet-15676	60	39	organisation	organisation	NOUN
cet-15676	60	40	's	's	PART
cet-15676	60	41	digital	digital	ADJ
cet-15676	60	42	maturity	maturity	NOUN
cet-15676	60	43	shapes	shape	VERB
cet-15676	60	44	the	the	DET
cet-15676	60	45	outcomes	outcome	NOUN
cet-15676	60	46	of	of	ADP
cet-15676	60	47	ai	ai	PRON
cet-15676	60	48	implementation	implementation	NOUN
cet-15676	60	49	(	(	PUNCT
cet-15676	60	50	perifanis	perifani	NOUN
cet-15676	60	51	and	and	CCONJ
cet-15676	60	52	kitsios	kitsio	NOUN
cet-15676	60	53	,	,	PUNCT
cet-15676	60	54	2023	2023	NUM
cet-15676	60	55	)	)	PUNCT
cet-15676	60	56	.	.	PUNCT
cet-15676	61	1	ibm	ibm	PROPN
cet-15676	61	2	watson	watson	PROPN
cet-15676	61	3	health	health	PROPN
cet-15676	61	4	and	and	CCONJ
cet-15676	61	5	amazon	amazon	NOUN
cet-15676	61	6	,	,	PUNCT
cet-15676	61	7	offer	offer	VERB
cet-15676	61	8	valuable	valuable	ADJ
cet-15676	61	9	insights	insight	NOUN
cet-15676	61	10	into	into	ADP
cet-15676	61	11	how	how	SCONJ
cet-15676	61	12	different	different	ADJ
cet-15676	61	13	levels	level	NOUN
cet-15676	61	14	of	of	ADP
cet-15676	61	15	digitalisation	digitalisation	NOUN
cet-15676	61	16	can	can	AUX
cet-15676	61	17	yield	yield	VERB
cet-15676	61	18	varying	vary	VERB
cet-15676	61	19	outcomes	outcome	NOUN
cet-15676	61	20	when	when	SCONJ
cet-15676	61	21	it	it	PRON
cet-15676	61	22	comes	come	VERB
cet-15676	61	23	to	to	ADP
cet-15676	61	24	ai	ai	VERB
cet-15676	61	25	implementation	implementation	NOUN
cet-15676	61	26	.	.	PUNCT
cet-15676	62	1	the	the	DET
cet-15676	62	2	$	$	SYM
cet-15676	62	3	4b	4b	PROPN
cet-15676	62	4	failure	failure	NOUN
cet-15676	62	5	of	of	ADP
cet-15676	62	6	ibm	ibm	PROPN
cet-15676	62	7	’s	’s	PART
cet-15676	62	8	watson	watson	NOUN
cet-15676	62	9	for	for	ADP
cet-15676	62	10	oncology	oncology	NOUN
cet-15676	62	11	,	,	PUNCT
cet-15676	62	12	an	an	DET
cet-15676	62	13	ai	ai	NOUN
cet-15676	62	14	system	system	NOUN
cet-15676	62	15	designed	design	VERB
cet-15676	62	16	to	to	PART
cet-15676	62	17	help	help	VERB
cet-15676	62	18	doctors	doctor	NOUN
cet-15676	62	19	diagnose	diagnose	VERB
cet-15676	62	20	and	and	CCONJ
cet-15676	62	21	treat	treat	VERB
cet-15676	62	22	cancer	cancer	NOUN
cet-15676	62	23	,	,	PUNCT
cet-15676	62	24	alarms	alarm	VERB
cet-15676	62	25	stakeholders	stakeholder	NOUN
cet-15676	62	26	and	and	CCONJ
cet-15676	62	27	investors	investor	NOUN
cet-15676	62	28	regarding	regard	VERB
cet-15676	62	29	the	the	DET
cet-15676	62	30	practical	practical	ADJ
cet-15676	62	31	functionality	functionality	NOUN
cet-15676	62	32	of	of	ADP
cet-15676	62	33	ai	ai	NOUN
cet-15676	62	34	and	and	CCONJ
cet-15676	62	35	highlights	highlight	VERB
cet-15676	62	36	the	the	DET
cet-15676	62	37	importance	importance	NOUN
cet-15676	62	38	of	of	ADP
cet-15676	62	39	a	a	DET
cet-15676	62	40	mature	mature	ADJ
cet-15676	62	41	digital	digital	ADJ
cet-15676	62	42	ecosystem	ecosystem	NOUN
cet-15676	62	43	.	.	PUNCT
cet-15676	63	1	despite	despite	SCONJ
cet-15676	63	2	its	its	PRON
cet-15676	63	3	advanced	advanced	ADJ
cet-15676	63	4	ai	ai	PROPN
cet-15676	63	5	capabilities	capability	NOUN
cet-15676	63	6	,	,	PUNCT
cet-15676	63	7	ibm	ibm	PROPN
cet-15676	63	8	watson	watson	PROPN
cet-15676	63	9	for	for	ADP
cet-15676	63	10	oncology	oncology	NOUN
cet-15676	63	11	struggled	struggle	VERB
cet-15676	63	12	to	to	PART
cet-15676	63	13	deliver	deliver	VERB
cet-15676	63	14	reliable	reliable	ADJ
cet-15676	63	15	treatment	treatment	NOUN
cet-15676	63	16	recommendations	recommendation	NOUN
cet-15676	63	17	and	and	CCONJ
cet-15676	63	18	adapt	adapt	VERB
cet-15676	63	19	to	to	ADP
cet-15676	63	20	the	the	DET
cet-15676	63	21	clinical	clinical	ADJ
cet-15676	63	22	complexities	complexity	NOUN
cet-15676	63	23	of	of	ADP
cet-15676	63	24	the	the	DET
cet-15676	63	25	healthcare	healthcare	NOUN
cet-15676	63	26	industry	industry	NOUN
cet-15676	63	27	,	,	PUNCT
cet-15676	63	28	primarily	primarily	ADV
cet-15676	63	29	due	due	ADP
cet-15676	63	30	to	to	ADP
cet-15676	63	31	the	the	DET
cet-15676	63	32	lack	lack	NOUN
cet-15676	63	33	of	of	ADP
cet-15676	63	34	comprehensive	comprehensive	ADJ
cet-15676	63	35	,	,	PUNCT
cet-15676	63	36	high	high	ADJ
cet-15676	63	37	-	-	PUNCT
cet-15676	63	38	quality	quality	NOUN
cet-15676	63	39	clinical	clinical	ADJ
cet-15676	63	40	data	datum	NOUN
cet-15676	63	41	and	and	CCONJ
cet-15676	63	42	poor	poor	ADJ
cet-15676	63	43	integration	integration	NOUN
cet-15676	63	44	with	with	ADP
cet-15676	63	45	hospital	hospital	NOUN
cet-15676	63	46	information	information	NOUN
cet-15676	63	47	systems	system	NOUN
cet-15676	63	48	(	(	PUNCT
cet-15676	63	49	gagnon	gagnon	NOUN
cet-15676	63	50	,	,	PUNCT
cet-15676	63	51	2022	2022	NUM
cet-15676	63	52	)	)	PUNCT
cet-15676	63	53	.	.	PUNCT
cet-15676	64	1	without	without	ADP
cet-15676	64	2	a	a	DET
cet-15676	64	3	mature	mature	ADJ
cet-15676	64	4	digital	digital	ADJ
cet-15676	64	5	ecosystem	ecosystem	NOUN
cet-15676	64	6	that	that	PRON
cet-15676	64	7	includes	include	VERB
cet-15676	64	8	a	a	DET
cet-15676	64	9	modern	modern	ADJ
cet-15676	64	10	,	,	PUNCT
cet-15676	64	11	connected	connected	ADJ
cet-15676	64	12	data	datum	NOUN
cet-15676	64	13	infrastructure	infrastructure	NOUN
cet-15676	64	14	capable	capable	ADJ
cet-15676	64	15	of	of	ADP
cet-15676	64	16	supporting	support	VERB
cet-15676	64	17	real	real	ADJ
cet-15676	64	18	-	-	PUNCT
cet-15676	64	19	time	time	NOUN
cet-15676	64	20	operations	operation	NOUN
cet-15676	64	21	and	and	CCONJ
cet-15676	64	22	predictive	predictive	ADJ
cet-15676	64	23	analytics	analytic	NOUN
cet-15676	64	24	,	,	PUNCT
cet-15676	64	25	the	the	DET
cet-15676	64	26	potential	potential	NOUN
cet-15676	64	27	of	of	ADP
cet-15676	64	28	even	even	ADV
cet-15676	64	29	the	the	DET
cet-15676	64	30	most	most	ADV
cet-15676	64	31	advanced	advanced	ADJ
cet-15676	64	32	ai	ai	NOUN
cet-15676	64	33	technologies	technology	NOUN
cet-15676	64	34	is	be	AUX
cet-15676	64	35	compromised	compromise	VERB
cet-15676	64	36	.	.	PUNCT
cet-15676	65	1	in	in	ADP
cet-15676	65	2	contrast	contrast	NOUN
cet-15676	65	3	,	,	PUNCT
cet-15676	65	4	amazon	amazon	NOUN
cet-15676	65	5	presents	present	VERB
cet-15676	65	6	a	a	DET
cet-15676	65	7	strong	strong	ADJ
cet-15676	65	8	example	example	NOUN
cet-15676	65	9	of	of	ADP
cet-15676	65	10	successful	successful	ADJ
cet-15676	65	11	ai	ai	VERB
cet-15676	65	12	implementation	implementation	NOUN
cet-15676	65	13	in	in	ADP
cet-15676	65	14	the	the	DET
cet-15676	65	15	supply	supply	NOUN
cet-15676	65	16	chain	chain	NOUN
cet-15676	65	17	and	and	CCONJ
cet-15676	65	18	logistics	logistic	NOUN
cet-15676	65	19	sectors	sector	NOUN
cet-15676	65	20	.	.	PUNCT
cet-15676	66	1	backed	back	VERB
cet-15676	66	2	by	by	ADP
cet-15676	66	3	a	a	DET
cet-15676	66	4	high	high	ADJ
cet-15676	66	5	level	level	NOUN
cet-15676	66	6	of	of	ADP
cet-15676	66	7	digitalisation	digitalisation	NOUN
cet-15676	66	8	,	,	PUNCT
cet-15676	66	9	amazon	amazon	NOUN
cet-15676	66	10	leverages	leverage	VERB
cet-15676	66	11	integrated	integrate	VERB
cet-15676	66	12	data	data	NOUN
cet-15676	66	13	platforms	platform	NOUN
cet-15676	66	14	,	,	PUNCT
cet-15676	66	15	real	real	ADJ
cet-15676	66	16	-	-	PUNCT
cet-15676	66	17	time	time	NOUN
cet-15676	66	18	iot	iot	NOUN
cet-15676	66	19	-	-	PUNCT
cet-15676	66	20	enabled	enable	VERB
cet-15676	66	21	supply	supply	NOUN
cet-15676	66	22	chains	chain	NOUN
cet-15676	66	23	,	,	PUNCT
cet-15676	66	24	and	and	CCONJ
cet-15676	66	25	cloud	cloud	NOUN
cet-15676	66	26	infrastructure	infrastructure	NOUN
cet-15676	66	27	to	to	PART
cet-15676	66	28	enhance	enhance	VERB
cet-15676	66	29	ai	ai	VERB
cet-15676	66	30	-	-	PUNCT
cet-15676	66	31	driven	drive	VERB
cet-15676	66	32	capabilities	capability	NOUN
cet-15676	66	33	in	in	ADP
cet-15676	66	34	functions	function	NOUN
cet-15676	66	35	such	such	ADJ
cet-15676	66	36	as	as	ADP
cet-15676	66	37	optimising	optimise	VERB
cet-15676	66	38	inventory	inventory	NOUN
cet-15676	66	39	management	management	NOUN
cet-15676	66	40	,	,	PUNCT
cet-15676	66	41	forecasting	forecast	VERB
cet-15676	66	42	consumer	consumer	NOUN
cet-15676	66	43	demand	demand	NOUN
cet-15676	66	44	,	,	PUNCT
cet-15676	66	45	and	and	CCONJ
cet-15676	66	46	streamlining	streamline	VERB
cet-15676	66	47	delivery	delivery	NOUN
cet-15676	66	48	operations	operation	NOUN
cet-15676	66	49	(	(	PUNCT
cet-15676	66	50	mckinsey	mckinsey	NOUN
cet-15676	66	51	&	&	CCONJ
cet-15676	66	52	company	company	NOUN
cet-15676	66	53	,	,	PUNCT
cet-15676	66	54	2025	2025	NUM
cet-15676	66	55	)	)	PUNCT
cet-15676	66	56	.	.	PUNCT
cet-15676	67	1	the	the	DET
cet-15676	67	2	ibm	ibm	PROPN
cet-15676	67	3	watson	watson	PROPN
cet-15676	67	4	health	health	PROPN
cet-15676	67	5	and	and	CCONJ
cet-15676	67	6	amazon	amazon	NOUN
cet-15676	67	7	cases	case	NOUN
cet-15676	67	8	illustrate	illustrate	VERB
cet-15676	67	9	that	that	SCONJ
cet-15676	67	10	without	without	ADP
cet-15676	67	11	a	a	DET
cet-15676	67	12	mature	mature	ADJ
cet-15676	67	13	digital	digital	ADJ
cet-15676	67	14	ecosystem	ecosystem	NOUN
cet-15676	67	15	,	,	PUNCT
cet-15676	67	16	ai	ai	VERB
cet-15676	67	17	implementation	implementation	NOUN
cet-15676	67	18	often	often	ADV
cet-15676	67	19	results	result	VERB
cet-15676	67	20	in	in	ADP
cet-15676	67	21	high	high	ADJ
cet-15676	67	22	costs	cost	NOUN
cet-15676	67	23	and	and	CCONJ
cet-15676	67	24	limited	limited	ADJ
cet-15676	67	25	or	or	CCONJ
cet-15676	67	26	negative	negative	ADJ
cet-15676	67	27	productivity	productivity	NOUN
cet-15676	67	28	.	.	PUNCT
cet-15676	68	1	in	in	ADP
cet-15676	68	2	contrast	contrast	NOUN
cet-15676	68	3	,	,	PUNCT
cet-15676	68	4	digitally	digitally	ADV
cet-15676	68	5	mature	mature	ADJ
cet-15676	68	6	organizations	organization	NOUN
cet-15676	68	7	are	be	AUX
cet-15676	68	8	better	well	ADV
cet-15676	68	9	equipped	equip	VERB
cet-15676	68	10	to	to	PART
cet-15676	68	11	achieve	achieve	VERB
cet-15676	68	12	impactful	impactful	ADJ
cet-15676	68	13	and	and	CCONJ
cet-15676	68	14	sustainable	sustainable	ADJ
cet-15676	68	15	ai	ai	VERB
cet-15676	68	16	outcomes	outcome	NOUN
cet-15676	68	17	.	.	PUNCT
cet-15676	69	1	3	3	X
cet-15676	69	2	.	.	X
cet-15676	69	3	methodology	methodology	NOUN
cet-15676	69	4	analysing	analyse	VERB
cet-15676	69	5	ai	ai	VERB
cet-15676	69	6	implementation	implementation	NOUN
cet-15676	69	7	gaps	gap	NOUN
cet-15676	69	8	using	use	VERB
cet-15676	69	9	dmaic	dmaic	ADJ
cet-15676	69	10	in	in	ADP
cet-15676	69	11	this	this	DET
cet-15676	69	12	study	study	NOUN
cet-15676	69	13	,	,	PUNCT
cet-15676	69	14	the	the	DET
cet-15676	69	15	six	six	NUM
cet-15676	69	16	sigma	sigma	NOUN
cet-15676	69	17	dmaic	dmaic	ADJ
cet-15676	69	18	methodology	methodology	NOUN
cet-15676	69	19	serves	serve	VERB
cet-15676	69	20	as	as	ADP
cet-15676	69	21	the	the	DET
cet-15676	69	22	primary	primary	ADJ
cet-15676	69	23	mechanism	mechanism	NOUN
cet-15676	69	24	to	to	PART
cet-15676	69	25	examine	examine	VERB
cet-15676	69	26	how	how	SCONJ
cet-15676	69	27	different	different	ADJ
cet-15676	69	28	levels	level	NOUN
cet-15676	69	29	of	of	ADP
cet-15676	69	30	digitalisation	digitalisation	NOUN
cet-15676	69	31	influence	influence	NOUN
cet-15676	69	32	ai	ai	VERB
cet-15676	69	33	performance	performance	NOUN
cet-15676	69	34	in	in	ADP
cet-15676	69	35	the	the	DET
cet-15676	69	36	manufacturing	manufacturing	NOUN
cet-15676	69	37	industry	industry	NOUN
cet-15676	69	38	within	within	ADP
cet-15676	69	39	the	the	DET
cet-15676	69	40	industry	industry	NOUN
cet-15676	69	41	4.0	4.0	NUM
cet-15676	69	42	context	context	NOUN
cet-15676	69	43	.	.	PUNCT
cet-15676	70	1	as	as	SCONJ
cet-15676	70	2	illustrated	illustrate	VERB
cet-15676	70	3	in	in	ADP
cet-15676	70	4	figure	figure	NOUN
cet-15676	70	5	1	1	NUM
cet-15676	70	6	,	,	PUNCT
cet-15676	70	7	the	the	DET
cet-15676	70	8	dmaic	dmaic	ADJ
cet-15676	70	9	framework	framework	NOUN
cet-15676	70	10	provides	provide	VERB
cet-15676	70	11	a	a	DET
cet-15676	70	12	five	five	NUM
cet-15676	70	13	-	-	PUNCT
cet-15676	70	14	phase	phase	NOUN
cet-15676	70	15	process	process	NOUN
cet-15676	70	16	improvement	improvement	NOUN
cet-15676	70	17	cycle	cycle	NOUN
cet-15676	70	18	,	,	PUNCT
cet-15676	70	19	namely	namely	ADV
cet-15676	70	20	define	define	VERB
cet-15676	70	21	,	,	PUNCT
cet-15676	70	22	measure	measure	NOUN
cet-15676	70	23	,	,	PUNCT
cet-15676	70	24	analyse	analyse	NOUN
cet-15676	70	25	,	,	PUNCT
cet-15676	70	26	improve	improve	VERB
cet-15676	70	27	,	,	PUNCT
cet-15676	70	28	and	and	CCONJ
cet-15676	70	29	control	control	NOUN
cet-15676	70	30	,	,	PUNCT
cet-15676	70	31	that	that	PRON
cet-15676	70	32	offers	offer	VERB
cet-15676	70	33	a	a	DET
cet-15676	70	34	structured	structured	ADJ
cet-15676	70	35	and	and	CCONJ
cet-15676	70	36	process	process	NOUN
cet-15676	70	37	-	-	PUNCT
cet-15676	70	38	oriented	orient	VERB
cet-15676	70	39	approach	approach	NOUN
cet-15676	70	40	to	to	PART
cet-15676	70	41	identify	identify	VERB
cet-15676	70	42	the	the	DET
cet-15676	70	43	root	root	NOUN
cet-15676	70	44	causes	cause	NOUN
cet-15676	70	45	of	of	ADP
cet-15676	70	46	inefficiencies	inefficiency	NOUN
cet-15676	70	47	as	as	ADV
cet-15676	70	48	well	well	ADV
cet-15676	70	49	as	as	ADP
cet-15676	70	50	suggest	suggest	VERB
cet-15676	70	51	feasible	feasible	ADJ
cet-15676	70	52	solutions	solution	NOUN
cet-15676	70	53	for	for	ADP
cet-15676	70	54	the	the	DET
cet-15676	70	55	ai	ai	ADJ
cet-15676	70	56	implementation	implementation	NOUN
cet-15676	70	57	gaps	gap	NOUN
cet-15676	70	58	.	.	PUNCT
cet-15676	71	1	each	each	DET
cet-15676	71	2	phase	phase	NOUN
cet-15676	71	3	plays	play	VERB
cet-15676	71	4	a	a	DET
cet-15676	71	5	distinct	distinct	ADJ
cet-15676	71	6	role	role	NOUN
cet-15676	71	7	,	,	PUNCT
cet-15676	71	8	from	from	ADP
cet-15676	71	9	defining	define	VERB
cet-15676	71	10	the	the	DET
cet-15676	71	11	key	key	NOUN
cet-15676	71	12	ai	ai	NOUN
cet-15676	71	13	performance	performance	NOUN
cet-15676	71	14	issues	issue	NOUN
cet-15676	71	15	,	,	PUNCT
cet-15676	71	16	followed	follow	VERB
cet-15676	71	17	by	by	ADP
cet-15676	71	18	measuring	measure	VERB
cet-15676	71	19	the	the	DET
cet-15676	71	20	baseline	baseline	NOUN
cet-15676	71	21	metrics	metric	NOUN
cet-15676	71	22	,	,	PUNCT
cet-15676	71	23	then	then	ADV
cet-15676	71	24	analysing	analyse	VERB
cet-15676	71	25	the	the	DET
cet-15676	71	26	data	datum	NOUN
cet-15676	71	27	for	for	ADP
cet-15676	71	28	the	the	DET
cet-15676	71	29	identification	identification	NOUN
cet-15676	71	30	of	of	ADP
cet-15676	71	31	root	root	NOUN
cet-15676	71	32	causes	cause	NOUN
cet-15676	71	33	,	,	PUNCT
cet-15676	71	34	improving	improve	VERB
cet-15676	71	35	the	the	DET
cet-15676	71	36	process	process	NOUN
cet-15676	71	37	through	through	ADP
cet-15676	71	38	targeted	target	VERB
cet-15676	71	39	interventions	intervention	NOUN
cet-15676	71	40	,	,	PUNCT
cet-15676	71	41	and	and	CCONJ
cet-15676	71	42	finally	finally	ADV
cet-15676	71	43	controlling	control	VERB
cet-15676	71	44	the	the	DET
cet-15676	71	45	outcomes	outcome	NOUN
cet-15676	71	46	with	with	ADP
cet-15676	71	47	continuous	continuous	ADJ
cet-15676	71	48	monitoring	monitoring	NOUN
cet-15676	71	49	and	and	CCONJ
cet-15676	71	50	benchmarking	benchmarke	VERB
cet-15676	71	51	mechanisms	mechanism	NOUN
cet-15676	71	52	.	.	PUNCT
cet-15676	72	1	the	the	DET
cet-15676	72	2	dmaic	dmaic	ADJ
cet-15676	72	3	cycle	cycle	NOUN
cet-15676	72	4	is	be	AUX
cet-15676	72	5	adopted	adopt	VERB
cet-15676	72	6	in	in	ADP
cet-15676	72	7	this	this	DET
cet-15676	72	8	study	study	NOUN
cet-15676	72	9	with	with	ADP
cet-15676	72	10	the	the	DET
cet-15676	72	11	aim	aim	NOUN
cet-15676	72	12	of	of	ADP
cet-15676	72	13	providing	provide	VERB
cet-15676	72	14	a	a	DET
cet-15676	72	15	practical	practical	ADJ
cet-15676	72	16	and	and	CCONJ
cet-15676	72	17	structured	structured	ADJ
cet-15676	72	18	assessment	assessment	NOUN
cet-15676	72	19	of	of	ADP
cet-15676	72	20	how	how	SCONJ
cet-15676	72	21	digitalisation	digitalisation	NOUN
cet-15676	72	22	levels	level	NOUN
cet-15676	72	23	impact	impact	VERB
cet-15676	72	24	ai	ai	VERB
cet-15676	72	25	effectiveness	effectiveness	NOUN
cet-15676	72	26	,	,	PUNCT
cet-15676	72	27	while	while	SCONJ
cet-15676	72	28	offering	offer	VERB
cet-15676	72	29	actionable	actionable	ADJ
cet-15676	72	30	insights	insight	NOUN
cet-15676	72	31	for	for	ADP
cet-15676	72	32	guiding	guide	VERB
cet-15676	72	33	ai	ai	VERB
cet-15676	72	34	integration	integration	NOUN
cet-15676	72	35	within	within	ADP
cet-15676	72	36	a	a	DET
cet-15676	72	37	mature	mature	ADJ
cet-15676	72	38	digital	digital	ADJ
cet-15676	72	39	ecosystem	ecosystem	NOUN
cet-15676	72	40	.	.	PUNCT
cet-15676	73	1	as	as	SCONJ
cet-15676	73	2	highlighted	highlight	VERB
cet-15676	73	3	by	by	ADP
cet-15676	73	4	saad	saad	PROPN
cet-15676	73	5	et	et	PROPN
cet-15676	73	6	al	al	PROPN
cet-15676	73	7	.	.	PROPN
cet-15676	74	1	(	(	PUNCT
cet-15676	74	2	2024	2024	NUM
cet-15676	74	3	)	)	PUNCT
cet-15676	74	4	,	,	PUNCT
cet-15676	74	5	dmaic	dmaic	PROPN
cet-15676	74	6	is	be	AUX
cet-15676	74	7	proven	prove	VERB
cet-15676	74	8	to	to	PART
cet-15676	74	9	offer	offer	VERB
cet-15676	74	10	a	a	DET
cet-15676	74	11	highly	highly	ADV
cet-15676	74	12	adaptable	adaptable	ADJ
cet-15676	74	13	and	and	CCONJ
cet-15676	74	14	replicable	replicable	ADJ
cet-15676	74	15	framework	framework	NOUN
cet-15676	74	16	structure	structure	NOUN
cet-15676	74	17	that	that	PRON
cet-15676	74	18	enables	enable	VERB
cet-15676	74	19	organisations	organisation	NOUN
cet-15676	74	20	to	to	PART
cet-15676	74	21	identify	identify	VERB
cet-15676	74	22	and	and	CCONJ
cet-15676	74	23	address	address	VERB
cet-15676	74	24	quality	quality	NOUN
cet-15676	74	25	concerns	concern	NOUN
cet-15676	74	26	,	,	PUNCT
cet-15676	74	27	reduce	reduce	VERB
cet-15676	74	28	process	process	NOUN
cet-15676	74	29	cycle	cycle	NOUN
cet-15676	74	30	time	time	NOUN
cet-15676	74	31	,	,	PUNCT
cet-15676	74	32	enhance	enhance	VERB
cet-15676	74	33	productivity	productivity	NOUN
cet-15676	74	34	,	,	PUNCT
cet-15676	74	35	and	and	CCONJ
cet-15676	74	36	improve	improve	VERB
cet-15676	74	37	operational	operational	ADJ
cet-15676	74	38	efficiency	efficiency	NOUN
cet-15676	74	39	.	.	PUNCT
cet-15676	75	1	moreover	moreover	ADV
cet-15676	75	2	,	,	PUNCT
cet-15676	75	3	the	the	DET
cet-15676	75	4	practical	practical	ADJ
cet-15676	75	5	nature	nature	NOUN
cet-15676	75	6	of	of	ADP
cet-15676	75	7	the	the	DET
cet-15676	75	8	dmaic	dmaic	ADJ
cet-15676	75	9	cycle	cycle	NOUN
cet-15676	75	10	has	have	AUX
cet-15676	75	11	led	lead	VERB
cet-15676	75	12	to	to	ADP
cet-15676	75	13	the	the	DET
cet-15676	75	14	integration	integration	NOUN
cet-15676	75	15	of	of	ADP
cet-15676	75	16	several	several	ADJ
cet-15676	75	17	process	process	NOUN
cet-15676	75	18	improvement	improvement	NOUN
cet-15676	75	19	approaches	approach	NOUN
cet-15676	75	20	(	(	PUNCT
cet-15676	75	21	i.e.	i.e.	X
cet-15676	75	22	,	,	PUNCT
cet-15676	75	23	green	green	ADJ
cet-15676	75	24	six	six	NUM
cet-15676	75	25	sigma	sigma	NOUN
cet-15676	75	26	,	,	PUNCT
cet-15676	75	27	lean	lean	ADJ
cet-15676	75	28	,	,	PUNCT
cet-15676	75	29	total	total	ADJ
cet-15676	75	30	quality	quality	NOUN
cet-15676	75	31	management	management	NOUN
cet-15676	75	32	)	)	PUNCT
cet-15676	75	33	to	to	PART
cet-15676	75	34	enhance	enhance	VERB
cet-15676	75	35	its	its	PRON
cet-15676	75	36	comprehensiveness	comprehensiveness	NOUN
cet-15676	75	37	in	in	ADP
cet-15676	75	38	delivering	deliver	VERB
cet-15676	75	39	operational	operational	ADJ
cet-15676	75	40	excellence	excellence	NOUN
cet-15676	75	41	(	(	PUNCT
cet-15676	75	42	chiarini	chiarini	NOUN
cet-15676	75	43	and	and	CCONJ
cet-15676	75	44	kumar	kumar	PROPN
cet-15676	75	45	,	,	PUNCT
cet-15676	75	46	2020	2020	NUM
cet-15676	75	47	)	)	PUNCT
cet-15676	75	48	.	.	PUNCT
cet-15676	76	1	each	each	DET
cet-15676	76	2	dmaic	dmaic	ADJ
cet-15676	76	3	phase	phase	NOUN
cet-15676	76	4	will	will	AUX
cet-15676	76	5	be	be	AUX
cet-15676	76	6	explained	explain	VERB
cet-15676	76	7	to	to	PART
cet-15676	76	8	clarify	clarify	VERB
cet-15676	76	9	the	the	DET
cet-15676	76	10	relationship	relationship	NOUN
cet-15676	76	11	between	between	ADP
cet-15676	76	12	digitalisation	digitalisation	NOUN
cet-15676	76	13	and	and	CCONJ
cet-15676	76	14	ai	ai	VERB
cet-15676	76	15	outcomes	outcome	NOUN
cet-15676	76	16	.	.	PUNCT
cet-15676	77	1	the	the	DET
cet-15676	77	2	define	define	NOUN
cet-15676	77	3	phase	phase	NOUN
cet-15676	77	4	focuses	focus	VERB
cet-15676	77	5	on	on	ADP
cet-15676	77	6	identifying	identify	VERB
cet-15676	77	7	key	key	ADJ
cet-15676	77	8	ai	ai	NOUN
cet-15676	77	9	performance	performance	NOUN
cet-15676	77	10	issues	issue	NOUN
cet-15676	77	11	that	that	PRON
cet-15676	77	12	stem	stem	VERB
cet-15676	77	13	from	from	ADP
cet-15676	77	14	low	low	ADJ
cet-15676	77	15	levels	level	NOUN
cet-15676	77	16	of	of	ADP
cet-15676	77	17	digitalisation	digitalisation	NOUN
cet-15676	77	18	or	or	CCONJ
cet-15676	77	19	digital	digital	ADJ
cet-15676	77	20	maturity	maturity	NOUN
cet-15676	77	21	within	within	ADP
cet-15676	77	22	manufacturing	manufacturing	NOUN
cet-15676	77	23	environments	environment	NOUN
cet-15676	77	24	.	.	PUNCT
cet-15676	78	1	this	this	DET
cet-15676	78	2	diagnostic	diagnostic	ADJ
cet-15676	78	3	step	step	NOUN
cet-15676	78	4	involved	involve	VERB
cet-15676	78	5	reviewing	review	VERB
cet-15676	78	6	operational	operational	ADJ
cet-15676	78	7	reports	report	NOUN
cet-15676	78	8	,	,	PUNCT
cet-15676	78	9	digital	digital	ADJ
cet-15676	78	10	infrastructure	infrastructure	NOUN
cet-15676	78	11	readiness	readiness	NOUN
cet-15676	78	12	,	,	PUNCT
cet-15676	78	13	and	and	CCONJ
cet-15676	78	14	stakeholder	stakeholder	NOUN
cet-15676	78	15	feedback	feedback	NOUN
cet-15676	78	16	to	to	PART
cet-15676	78	17	uncover	uncover	VERB
cet-15676	78	18	recurrent	recurrent	ADJ
cet-15676	78	19	issues	issue	NOUN
cet-15676	78	20	such	such	ADJ
cet-15676	78	21	as	as	ADP
cet-15676	78	22	low	low	ADJ
cet-15676	78	23	ai	ai	NOUN
cet-15676	78	24	prediction	prediction	NOUN
cet-15676	78	25	accuracy	accuracy	NOUN
cet-15676	78	26	,	,	PUNCT
cet-15676	78	27	fragmented	fragmented	ADJ
cet-15676	78	28	or	or	CCONJ
cet-15676	78	29	inconsistent	inconsistent	ADJ
cet-15676	78	30	data	datum	NOUN
cet-15676	78	31	,	,	PUNCT
cet-15676	78	32	limited	limited	ADJ
cet-15676	78	33	access	access	NOUN
cet-15676	78	34	to	to	ADP
cet-15676	78	35	real	real	ADJ
cet-15676	78	36	-	-	PUNCT
cet-15676	78	37	time	time	NOUN
cet-15676	78	38	information	information	NOUN
cet-15676	78	39	,	,	PUNCT
cet-15676	78	40	and	and	CCONJ
cet-15676	78	41	weak	weak	ADJ
cet-15676	78	42	integration	integration	NOUN
cet-15676	78	43	between	between	ADP
cet-15676	78	44	ai	ai	PROPN
cet-15676	78	45	applications	application	NOUN
cet-15676	78	46	and	and	CCONJ
cet-15676	78	47	legacy	legacy	NOUN
cet-15676	78	48	systems	system	NOUN
cet-15676	78	49	.	.	PUNCT
cet-15676	79	1	specific	specific	ADJ
cet-15676	79	2	goals	goal	NOUN
cet-15676	79	3	and	and	CCONJ
cet-15676	79	4	objectives	objective	NOUN
cet-15676	79	5	(	(	PUNCT
cet-15676	79	6	i.e.	i.e.	X
cet-15676	79	7	,	,	PUNCT
cet-15676	79	8	enhancing	enhance	VERB
cet-15676	79	9	ai	ai	NOUN
cet-15676	79	10	prediction	prediction	NOUN
cet-15676	79	11	303	303	NUM
cet-15676	79	12	accuracy	accuracy	NOUN
cet-15676	79	13	,	,	PUNCT
cet-15676	79	14	improving	improve	VERB
cet-15676	79	15	data	datum	NOUN
cet-15676	79	16	quality	quality	NOUN
cet-15676	79	17	and	and	CCONJ
cet-15676	79	18	consistency	consistency	NOUN
cet-15676	79	19	,	,	PUNCT
cet-15676	79	20	improved	improved	ADJ
cet-15676	79	21	integration	integration	NOUN
cet-15676	79	22	across	across	ADP
cet-15676	79	23	digital	digital	ADJ
cet-15676	79	24	platforms	platform	NOUN
cet-15676	79	25	)	)	PUNCT
cet-15676	79	26	are	be	AUX
cet-15676	79	27	formulated	formulate	VERB
cet-15676	79	28	to	to	PART
cet-15676	79	29	guide	guide	VERB
cet-15676	79	30	subsequent	subsequent	ADJ
cet-15676	79	31	improvement	improvement	NOUN
cet-15676	79	32	efforts	effort	NOUN
cet-15676	79	33	.	.	PUNCT
cet-15676	80	1	a	a	DET
cet-15676	80	2	precise	precise	ADJ
cet-15676	80	3	problem	problem	NOUN
cet-15676	80	4	definition	definition	NOUN
cet-15676	80	5	and	and	CCONJ
cet-15676	80	6	baseline	baseline	NOUN
cet-15676	80	7	metrics	metric	NOUN
cet-15676	80	8	ensured	ensure	VERB
cet-15676	80	9	focus	focus	NOUN
cet-15676	80	10	and	and	CCONJ
cet-15676	80	11	consistency	consistency	NOUN
cet-15676	80	12	throughout	throughout	ADP
cet-15676	80	13	the	the	DET
cet-15676	80	14	dmaic	dmaic	ADJ
cet-15676	80	15	process	process	NOUN
cet-15676	80	16	.	.	PUNCT
cet-15676	81	1	next	next	ADV
cet-15676	81	2	,	,	PUNCT
cet-15676	81	3	the	the	DET
cet-15676	81	4	measure	measure	NOUN
cet-15676	81	5	phase	phase	NOUN
cet-15676	81	6	focus	focus	VERB
cet-15676	81	7	on	on	ADP
cet-15676	81	8	evaluating	evaluate	VERB
cet-15676	81	9	the	the	DET
cet-15676	81	10	impact	impact	NOUN
cet-15676	81	11	of	of	ADP
cet-15676	81	12	digitalisation	digitalisation	NOUN
cet-15676	81	13	levels	level	NOUN
cet-15676	81	14	on	on	ADP
cet-15676	81	15	ai	ai	PRON
cet-15676	81	16	performance	performance	NOUN
cet-15676	81	17	.	.	PUNCT
cet-15676	82	1	quantifiable	quantifiable	ADJ
cet-15676	82	2	performance	performance	NOUN
cet-15676	82	3	indicators	indicator	NOUN
cet-15676	82	4	data	datum	NOUN
cet-15676	82	5	such	such	ADJ
cet-15676	82	6	as	as	ADP
cet-15676	82	7	ai	ai	PROPN
cet-15676	82	8	prediction	prediction	NOUN
cet-15676	82	9	accuracy	accuracy	NOUN
cet-15676	82	10	,	,	PUNCT
cet-15676	82	11	real	real	ADJ
cet-15676	82	12	-	-	PUNCT
cet-15676	82	13	time	time	NOUN
cet-15676	82	14	data	datum	NOUN
cet-15676	82	15	availability	availability	NOUN
cet-15676	82	16	,	,	PUNCT
cet-15676	82	17	error	error	NOUN
cet-15676	82	18	rates	rate	NOUN
cet-15676	82	19	,	,	PUNCT
cet-15676	82	20	and	and	CCONJ
cet-15676	82	21	process	process	NOUN
cet-15676	82	22	efficiency	efficiency	NOUN
cet-15676	82	23	are	be	AUX
cet-15676	82	24	collected	collect	VERB
cet-15676	82	25	.	.	PUNCT
cet-15676	83	1	the	the	DET
cet-15676	83	2	data	datum	NOUN
cet-15676	83	3	will	will	AUX
cet-15676	83	4	then	then	ADV
cet-15676	83	5	help	help	VERB
cet-15676	83	6	to	to	PART
cet-15676	83	7	establish	establish	VERB
cet-15676	83	8	a	a	DET
cet-15676	83	9	performance	performance	NOUN
cet-15676	83	10	baseline	baseline	NOUN
cet-15676	83	11	for	for	ADP
cet-15676	83	12	identifying	identify	VERB
cet-15676	83	13	existing	exist	VERB
cet-15676	83	14	digital	digital	ADJ
cet-15676	83	15	gaps	gap	NOUN
cet-15676	83	16	and	and	CCONJ
cet-15676	83	17	tracking	track	VERB
cet-15676	83	18	progress	progress	NOUN
cet-15676	83	19	toward	toward	ADP
cet-15676	83	20	improvement	improvement	NOUN
cet-15676	83	21	.	.	PUNCT
cet-15676	84	1	figure	figure	NOUN
cet-15676	84	2	1	1	NUM
cet-15676	84	3	:	:	SYM
cet-15676	84	4	six	six	NUM
cet-15676	84	5	sigma	sigma	NOUN
cet-15676	84	6	dmaic	dmaic	ADJ
cet-15676	84	7	cycle	cycle	NOUN
cet-15676	84	8	methodology	methodology	NOUN
cet-15676	84	9	for	for	ADP
cet-15676	84	10	ai	ai	PROPN
cet-15676	84	11	implementation	implementation	NOUN
cet-15676	84	12	gaps	gap	NOUN
cet-15676	84	13	the	the	DET
cet-15676	84	14	analyse	analyse	NOUN
cet-15676	84	15	phase	phase	NOUN
cet-15676	84	16	plays	play	VERB
cet-15676	84	17	a	a	DET
cet-15676	84	18	central	central	ADJ
cet-15676	84	19	role	role	NOUN
cet-15676	84	20	in	in	ADP
cet-15676	84	21	the	the	DET
cet-15676	84	22	dmaic	dmaic	ADJ
cet-15676	84	23	cycle	cycle	NOUN
cet-15676	84	24	by	by	ADP
cet-15676	84	25	examining	examine	VERB
cet-15676	84	26	the	the	DET
cet-15676	84	27	root	root	NOUN
cet-15676	84	28	causes	cause	NOUN
cet-15676	84	29	of	of	ADP
cet-15676	84	30	ai	ai	ADJ
cet-15676	84	31	performance	performance	NOUN
cet-15676	84	32	limitations	limitation	NOUN
cet-15676	84	33	using	use	VERB
cet-15676	84	34	the	the	DET
cet-15676	84	35	data	datum	NOUN
cet-15676	84	36	obtained	obtain	VERB
cet-15676	84	37	during	during	ADP
cet-15676	84	38	the	the	DET
cet-15676	84	39	measure	measure	NOUN
cet-15676	84	40	phase	phase	NOUN
cet-15676	84	41	.	.	PUNCT
cet-15676	85	1	root	root	NOUN
cet-15676	85	2	causes	cause	VERB
cet-15676	85	3	such	such	ADJ
cet-15676	85	4	as	as	ADP
cet-15676	85	5	fragmented	fragmented	ADJ
cet-15676	85	6	and	and	CCONJ
cet-15676	85	7	unstructured	unstructured	ADJ
cet-15676	85	8	data	datum	NOUN
cet-15676	85	9	,	,	PUNCT
cet-15676	85	10	absence	absence	NOUN
cet-15676	85	11	of	of	ADP
cet-15676	85	12	real	real	ADJ
cet-15676	85	13	-	-	PUNCT
cet-15676	85	14	time	time	NOUN
cet-15676	85	15	data	datum	NOUN
cet-15676	85	16	flow	flow	NOUN
cet-15676	85	17	,	,	PUNCT
cet-15676	85	18	disconnected	disconnect	VERB
cet-15676	85	19	it	it	PRON
cet-15676	85	20	systems	system	NOUN
cet-15676	85	21	,	,	PUNCT
cet-15676	85	22	and	and	CCONJ
cet-15676	85	23	limited	limited	ADJ
cet-15676	85	24	integration	integration	NOUN
cet-15676	85	25	across	across	ADP
cet-15676	85	26	digital	digital	ADJ
cet-15676	85	27	platforms	platform	NOUN
cet-15676	85	28	ultimately	ultimately	ADV
cet-15676	85	29	lead	lead	VERB
cet-15676	85	30	to	to	ADP
cet-15676	85	31	the	the	DET
cet-15676	85	32	constrained	constrain	VERB
cet-15676	85	33	ability	ability	NOUN
cet-15676	85	34	of	of	ADP
cet-15676	85	35	ai	ai	PROPN
cet-15676	85	36	technologies	technology	NOUN
cet-15676	85	37	to	to	PART
cet-15676	85	38	learn	learn	VERB
cet-15676	85	39	from	from	ADP
cet-15676	85	40	reliable	reliable	ADJ
cet-15676	85	41	data	datum	NOUN
cet-15676	85	42	and	and	CCONJ
cet-15676	85	43	generate	generate	VERB
cet-15676	85	44	actionable	actionable	ADJ
cet-15676	85	45	insights	insight	NOUN
cet-15676	85	46	in	in	ADP
cet-15676	85	47	real	real	ADJ
cet-15676	85	48	-	-	PUNCT
cet-15676	85	49	time	time	NOUN
cet-15676	85	50	(	(	PUNCT
cet-15676	85	51	peretz	peretz	NOUN
cet-15676	85	52	-	-	PUNCT
cet-15676	85	53	andersson	andersson	PROPN
cet-15676	85	54	et	et	PROPN
cet-15676	85	55	al	al	PROPN
cet-15676	85	56	.	.	PROPN
cet-15676	85	57	,	,	PUNCT
cet-15676	85	58	2024	2024	NUM
cet-15676	85	59	)	)	PUNCT
cet-15676	85	60	.	.	PUNCT
cet-15676	86	1	organisational	organisational	ADJ
cet-15676	86	2	factors	factor	NOUN
cet-15676	86	3	(	(	PUNCT
cet-15676	86	4	i.e.	i.e.	X
cet-15676	86	5	,	,	PUNCT
cet-15676	86	6	lack	lack	NOUN
cet-15676	86	7	of	of	ADP
cet-15676	86	8	individuals	individual	NOUN
cet-15676	86	9	with	with	ADP
cet-15676	86	10	digital	digital	ADJ
cet-15676	86	11	knowledge	knowledge	NOUN
cet-15676	86	12	and	and	CCONJ
cet-15676	86	13	skills	skill	NOUN
cet-15676	86	14	,	,	PUNCT
cet-15676	86	15	resistance	resistance	NOUN
cet-15676	86	16	of	of	ADP
cet-15676	86	17	stakeholders	stakeholder	NOUN
cet-15676	86	18	towards	towards	ADP
cet-15676	86	19	digital	digital	ADJ
cet-15676	86	20	transformation	transformation	NOUN
cet-15676	86	21	)	)	PUNCT
cet-15676	86	22	are	be	AUX
cet-15676	86	23	also	also	ADV
cet-15676	86	24	contribute	contribute	ADJ
cet-15676	86	25	to	to	ADP
cet-15676	86	26	underperformance	underperformance	NOUN
cet-15676	86	27	in	in	ADP
cet-15676	86	28	ai	ai	PROPN
cet-15676	86	29	implementation	implementation	NOUN
cet-15676	86	30	.	.	PUNCT
cet-15676	87	1	the	the	DET
cet-15676	87	2	improve	improve	ADJ
cet-15676	87	3	phase	phase	NOUN
cet-15676	87	4	focuses	focus	VERB
cet-15676	87	5	on	on	ADP
cet-15676	87	6	designing	design	VERB
cet-15676	87	7	and	and	CCONJ
cet-15676	87	8	implementing	implement	VERB
cet-15676	87	9	digitalisation	digitalisation	NOUN
cet-15676	87	10	improvement	improvement	NOUN
cet-15676	87	11	solutions	solution	NOUN
cet-15676	87	12	to	to	PART
cet-15676	87	13	address	address	VERB
cet-15676	87	14	the	the	DET
cet-15676	87	15	root	root	NOUN
cet-15676	87	16	causes	cause	NOUN
cet-15676	87	17	identified	identify	VERB
cet-15676	87	18	in	in	ADP
cet-15676	87	19	the	the	DET
cet-15676	87	20	analyse	analyse	NOUN
cet-15676	87	21	phase	phase	NOUN
cet-15676	87	22	.	.	PUNCT
cet-15676	88	1	these	these	DET
cet-15676	88	2	strategies	strategy	NOUN
cet-15676	88	3	are	be	AUX
cet-15676	88	4	designed	design	VERB
cet-15676	88	5	with	with	ADP
cet-15676	88	6	consideration	consideration	NOUN
cet-15676	88	7	of	of	ADP
cet-15676	88	8	both	both	CCONJ
cet-15676	88	9	technical	technical	ADJ
cet-15676	88	10	and	and	CCONJ
cet-15676	88	11	organisational	organisational	ADJ
cet-15676	88	12	factors	factor	NOUN
cet-15676	88	13	,	,	PUNCT
cet-15676	88	14	aiming	aim	VERB
cet-15676	88	15	to	to	PART
cet-15676	88	16	strengthen	strengthen	VERB
cet-15676	88	17	the	the	DET
cet-15676	88	18	organisation	organisation	NOUN
cet-15676	88	19	’s	’s	PART
cet-15676	88	20	digital	digital	ADJ
cet-15676	88	21	infrastructure	infrastructure	NOUN
cet-15676	88	22	.	.	PUNCT
cet-15676	89	1	enhancing	enhance	VERB
cet-15676	89	2	the	the	DET
cet-15676	89	3	digital	digital	ADJ
cet-15676	89	4	ecosystem	ecosystem	NOUN
cet-15676	89	5	in	in	ADP
cet-15676	89	6	this	this	DET
cet-15676	89	7	way	way	NOUN
cet-15676	89	8	allows	allow	VERB
cet-15676	89	9	ai	ai	VERB
cet-15676	89	10	systems	system	NOUN
cet-15676	89	11	to	to	PART
cet-15676	89	12	function	function	VERB
cet-15676	89	13	with	with	ADP
cet-15676	89	14	greater	great	ADJ
cet-15676	89	15	efficiency	efficiency	NOUN
cet-15676	89	16	and	and	CCONJ
cet-15676	89	17	effectiveness	effectiveness	NOUN
cet-15676	89	18	.	.	PUNCT
cet-15676	90	1	lastly	lastly	ADV
cet-15676	90	2	,	,	PUNCT
cet-15676	90	3	the	the	DET
cet-15676	90	4	control	control	NOUN
cet-15676	90	5	phase	phase	NOUN
cet-15676	90	6	ensures	ensure	VERB
cet-15676	90	7	long	long	ADJ
cet-15676	90	8	-	-	PUNCT
cet-15676	90	9	term	term	NOUN
cet-15676	90	10	sustainability	sustainability	NOUN
cet-15676	90	11	by	by	ADP
cet-15676	90	12	fostering	foster	VERB
cet-15676	90	13	a	a	DET
cet-15676	90	14	culture	culture	NOUN
cet-15676	90	15	of	of	ADP
cet-15676	90	16	continuous	continuous	ADJ
cet-15676	90	17	improvement	improvement	NOUN
cet-15676	90	18	.	.	PUNCT
cet-15676	91	1	it	it	PRON
cet-15676	91	2	involves	involve	VERB
cet-15676	91	3	the	the	DET
cet-15676	91	4	establishment	establishment	NOUN
cet-15676	91	5	of	of	ADP
cet-15676	91	6	continuous	continuous	ADJ
cet-15676	91	7	monitoring	monitoring	NOUN
cet-15676	91	8	mechanisms	mechanism	NOUN
cet-15676	91	9	such	such	ADJ
cet-15676	91	10	as	as	ADP
cet-15676	91	11	real	real	ADJ
cet-15676	91	12	-	-	PUNCT
cet-15676	91	13	time	time	NOUN
cet-15676	91	14	dashboards	dashboard	NOUN
cet-15676	91	15	to	to	PART
cet-15676	91	16	track	track	VERB
cet-15676	91	17	digital	digital	ADJ
cet-15676	91	18	key	key	ADJ
cet-15676	91	19	performance	performance	NOUN
cet-15676	91	20	indicators	indicator	NOUN
cet-15676	91	21	(	(	PUNCT
cet-15676	91	22	kpis	kpis	PROPN
cet-15676	91	23	)	)	PUNCT
cet-15676	91	24	such	such	ADJ
cet-15676	91	25	as	as	ADP
cet-15676	91	26	ai	ai	PROPN
cet-15676	91	27	prediction	prediction	NOUN
cet-15676	91	28	accuracy	accuracy	NOUN
cet-15676	91	29	as	as	ADV
cet-15676	91	30	well	well	ADV
cet-15676	91	31	as	as	ADP
cet-15676	91	32	data	datum	NOUN
cet-15676	91	33	availability	availability	NOUN
cet-15676	91	34	and	and	CCONJ
cet-15676	91	35	latency	latency	NOUN
cet-15676	91	36	.	.	PUNCT
cet-15676	92	1	next	next	ADV
cet-15676	92	2	,	,	PUNCT
cet-15676	92	3	it	it	PRON
cet-15676	92	4	also	also	ADV
cet-15676	92	5	includes	include	VERB
cet-15676	92	6	self	self	NOUN
cet-15676	92	7	-	-	PUNCT
cet-15676	92	8	assessment	assessment	NOUN
cet-15676	92	9	tools	tool	NOUN
cet-15676	92	10	to	to	PART
cet-15676	92	11	evaluate	evaluate	VERB
cet-15676	92	12	digital	digital	ADJ
cet-15676	92	13	maturity	maturity	NOUN
cet-15676	92	14	improvement	improvement	NOUN
cet-15676	92	15	and	and	CCONJ
cet-15676	92	16	periodic	periodic	ADJ
cet-15676	92	17	data	datum	NOUN
cet-15676	92	18	audits	audits	NOUN
cet-15676	92	19	to	to	PART
cet-15676	92	20	ensure	ensure	VERB
cet-15676	92	21	data	datum	NOUN
cet-15676	92	22	integrity	integrity	NOUN
cet-15676	92	23	.	.	PUNCT
cet-15676	93	1	these	these	DET
cet-15676	93	2	practices	practice	NOUN
cet-15676	93	3	enable	enable	VERB
cet-15676	93	4	organisations	organisation	NOUN
cet-15676	93	5	to	to	PART
cet-15676	93	6	track	track	VERB
cet-15676	93	7	digitalisation	digitalisation	NOUN
cet-15676	93	8	progress	progress	NOUN
cet-15676	93	9	and	and	CCONJ
cet-15676	93	10	assess	assess	VERB
cet-15676	93	11	the	the	DET
cet-15676	93	12	ongoing	ongoing	ADJ
cet-15676	93	13	performance	performance	NOUN
cet-15676	93	14	of	of	ADP
cet-15676	93	15	ai	ai	PROPN
cet-15676	93	16	technologies	technology	NOUN
cet-15676	93	17	.	.	PUNCT
cet-15676	94	1	another	another	DET
cet-15676	94	2	control	control	NOUN
cet-15676	94	3	mechanism	mechanism	NOUN
cet-15676	94	4	is	be	AUX
cet-15676	94	5	industry	industry	NOUN
cet-15676	94	6	benchmarking	benchmarking	NOUN
cet-15676	94	7	,	,	PUNCT
cet-15676	94	8	which	which	PRON
cet-15676	94	9	enables	enable	VERB
cet-15676	94	10	organisations	organisation	NOUN
cet-15676	94	11	to	to	PART
cet-15676	94	12	compare	compare	VERB
cet-15676	94	13	their	their	PRON
cet-15676	94	14	performance	performance	NOUN
cet-15676	94	15	with	with	ADP
cet-15676	94	16	that	that	PRON
cet-15676	94	17	of	of	ADP
cet-15676	94	18	their	their	PRON
cet-15676	94	19	industry	industry	NOUN
cet-15676	94	20	peers	peer	NOUN
cet-15676	94	21	and	and	CCONJ
cet-15676	94	22	adopt	adopt	VERB
cet-15676	94	23	best	good	ADJ
cet-15676	94	24	practices	practice	NOUN
cet-15676	94	25	to	to	PART
cet-15676	94	26	secure	secure	VERB
cet-15676	94	27	a	a	DET
cet-15676	94	28	competitive	competitive	ADJ
cet-15676	94	29	edge	edge	NOUN
cet-15676	94	30	.	.	PUNCT
cet-15676	95	1	through	through	ADP
cet-15676	95	2	consistent	consistent	ADJ
cet-15676	95	3	evaluation	evaluation	NOUN
cet-15676	95	4	and	and	CCONJ
cet-15676	95	5	adaptive	adaptive	ADJ
cet-15676	95	6	governance	governance	NOUN
cet-15676	95	7	,	,	PUNCT
cet-15676	95	8	the	the	DET
cet-15676	95	9	control	control	NOUN
cet-15676	95	10	phase	phase	NOUN
cet-15676	95	11	supports	support	VERB
cet-15676	95	12	the	the	DET
cet-15676	95	13	development	development	NOUN
cet-15676	95	14	of	of	ADP
cet-15676	95	15	a	a	DET
cet-15676	95	16	mature	mature	ADJ
cet-15676	95	17	digital	digital	ADJ
cet-15676	95	18	ecosystem	ecosystem	NOUN
cet-15676	95	19	,	,	PUNCT
cet-15676	95	20	positioning	positioning	NOUN
cet-15676	95	21	organisations	organisation	NOUN
cet-15676	95	22	to	to	PART
cet-15676	95	23	achieve	achieve	VERB
cet-15676	95	24	scalable	scalable	ADJ
cet-15676	95	25	and	and	CCONJ
cet-15676	95	26	reliable	reliable	ADJ
cet-15676	95	27	ai	ai	VERB
cet-15676	95	28	performance	performance	NOUN
cet-15676	95	29	within	within	ADP
cet-15676	95	30	industry	industry	NOUN
cet-15676	95	31	4.0	4.0	NUM
cet-15676	95	32	manufacturing	manufacturing	NOUN
cet-15676	95	33	environments	environment	NOUN
cet-15676	95	34	.	.	PUNCT
cet-15676	96	1	4	4	X
cet-15676	96	2	.	.	NOUN
cet-15676	96	3	case	case	NOUN
cet-15676	96	4	analysis	analysis	NOUN
cet-15676	96	5	and	and	CCONJ
cet-15676	96	6	discussion	discussion	NOUN
cet-15676	96	7	table	table	NOUN
cet-15676	96	8	1	1	NUM
cet-15676	96	9	presents	present	VERB
cet-15676	96	10	the	the	DET
cet-15676	96	11	mapping	mapping	NOUN
cet-15676	96	12	of	of	ADP
cet-15676	96	13	dmaic	dmaic	ADJ
cet-15676	96	14	phases	phase	NOUN
cet-15676	96	15	that	that	PRON
cet-15676	96	16	compile	compile	NOUN
cet-15676	96	17	and	and	CCONJ
cet-15676	96	18	synthesis	synthesis	NOUN
cet-15676	96	19	data	datum	NOUN
cet-15676	96	20	from	from	ADP
cet-15676	96	21	three	three	NUM
cet-15676	96	22	published	publish	VERB
cet-15676	96	23	studies	study	NOUN
cet-15676	96	24	across	across	ADP
cet-15676	96	25	manufacturing	manufacture	VERB
cet-15676	96	26	industry	industry	NOUN
cet-15676	96	27	,	,	PUNCT
cet-15676	96	28	ranging	range	VERB
cet-15676	96	29	from	from	ADP
cet-15676	96	30	small	small	ADJ
cet-15676	96	31	and	and	CCONJ
cet-15676	96	32	medium	medium	ADJ
cet-15676	96	33	enterprise	enterprise	NOUN
cet-15676	96	34	(	(	PUNCT
cet-15676	96	35	sme	sme	NOUN
cet-15676	96	36	)	)	PUNCT
cet-15676	96	37	in	in	ADP
cet-15676	96	38	general	general	ADJ
cet-15676	96	39	manufacturing	manufacturing	NOUN
cet-15676	96	40	by	by	ADP
cet-15676	96	41	304	304	NUM
cet-15676	96	42	heilala	heilala	NOUN
cet-15676	96	43	et	et	PROPN
cet-15676	96	44	al	al	PROPN
cet-15676	96	45	.	.	PROPN
cet-15676	96	46	(	(	PUNCT
cet-15676	96	47	2020	2020	NUM
cet-15676	96	48	)	)	PUNCT
cet-15676	96	49	,	,	PUNCT
cet-15676	96	50	3d	3d	NUM
cet-15676	96	51	printing	printing	NOUN
cet-15676	96	52	processes	process	NOUN
cet-15676	96	53	by	by	ADP
cet-15676	96	54	rodriguez	rodriguez	PROPN
cet-15676	96	55	et	et	PROPN
cet-15676	96	56	al	al	PROPN
cet-15676	96	57	.	.	PROPN
cet-15676	97	1	(	(	PUNCT
cet-15676	97	2	2022	2022	NUM
cet-15676	97	3	)	)	PUNCT
cet-15676	97	4	,	,	PUNCT
cet-15676	97	5	to	to	ADP
cet-15676	97	6	high	high	ADJ
cet-15676	97	7	-	-	PUNCT
cet-15676	97	8	mix	mix	NOUN
cet-15676	97	9	low	low	ADJ
cet-15676	97	10	-	-	PUNCT
cet-15676	97	11	volume	volume	NOUN
cet-15676	97	12	production	production	NOUN
cet-15676	97	13	environments	environment	NOUN
cet-15676	97	14	by	by	ADP
cet-15676	97	15	peretz	peretz	NOUN
cet-15676	97	16	-	-	PUNCT
cet-15676	97	17	andersson	andersson	PROPN
cet-15676	97	18	et	et	PROPN
cet-15676	97	19	al	al	PROPN
cet-15676	97	20	.	.	PROPN
cet-15676	98	1	(	(	PUNCT
cet-15676	98	2	2024	2024	NUM
cet-15676	98	3	)	)	PUNCT
cet-15676	98	4	.	.	PUNCT
cet-15676	99	1	despite	despite	SCONJ
cet-15676	99	2	differences	difference	NOUN
cet-15676	99	3	in	in	ADP
cet-15676	99	4	the	the	DET
cet-15676	99	5	operation	operation	NOUN
cet-15676	99	6	process	process	NOUN
cet-15676	99	7	,	,	PUNCT
cet-15676	99	8	the	the	DET
cet-15676	99	9	dmaic	dmaic	ADJ
cet-15676	99	10	results	result	NOUN
cet-15676	99	11	in	in	ADP
cet-15676	99	12	table	table	NOUN
cet-15676	99	13	1	1	NUM
cet-15676	99	14	mainly	mainly	ADV
cet-15676	99	15	focus	focus	VERB
cet-15676	99	16	on	on	ADP
cet-15676	99	17	examining	examine	VERB
cet-15676	99	18	various	various	ADJ
cet-15676	99	19	challenges	challenge	NOUN
cet-15676	99	20	and	and	CCONJ
cet-15676	99	21	improvement	improvement	NOUN
cet-15676	99	22	efforts	effort	NOUN
cet-15676	99	23	related	relate	VERB
cet-15676	99	24	to	to	AUX
cet-15676	99	25	ai	ai	VERB
cet-15676	99	26	implementation	implementation	NOUN
cet-15676	99	27	in	in	ADP
cet-15676	99	28	manufacturing	manufacture	VERB
cet-15676	99	29	industry	industry	NOUN
cet-15676	99	30	contexts	contexts	NOUN
cet-15676	99	31	.	.	PUNCT
cet-15676	100	1	it	it	PRON
cet-15676	100	2	follows	follow	VERB
cet-15676	100	3	the	the	DET
cet-15676	100	4	six	six	NUM
cet-15676	100	5	sigma	sigma	NOUN
cet-15676	100	6	dmaic	dmaic	ADJ
cet-15676	100	7	cycle	cycle	NOUN
cet-15676	100	8	methodology	methodology	NOUN
cet-15676	100	9	to	to	PART
cet-15676	100	10	assess	assess	VERB
cet-15676	100	11	the	the	DET
cet-15676	100	12	relationship	relationship	NOUN
cet-15676	100	13	between	between	ADP
cet-15676	100	14	digitalisation	digitalisation	NOUN
cet-15676	100	15	and	and	CCONJ
cet-15676	100	16	ai	ai	PRON
cet-15676	100	17	performance	performance	NOUN
cet-15676	100	18	as	as	ADV
cet-15676	100	19	well	well	ADV
cet-15676	100	20	as	as	ADP
cet-15676	100	21	to	to	PART
cet-15676	100	22	illustrate	illustrate	VERB
cet-15676	100	23	the	the	DET
cet-15676	100	24	limitations	limitation	NOUN
cet-15676	100	25	of	of	ADP
cet-15676	100	26	implementing	implement	VERB
cet-15676	100	27	ai	ai	VERB
cet-15676	100	28	without	without	ADP
cet-15676	100	29	a	a	DET
cet-15676	100	30	mature	mature	ADJ
cet-15676	100	31	digital	digital	ADJ
cet-15676	100	32	ecosystem	ecosystem	NOUN
cet-15676	100	33	.	.	PUNCT
cet-15676	101	1	table	table	NOUN
cet-15676	101	2	1	1	NUM
cet-15676	101	3	:	:	PUNCT
cet-15676	101	4	dmaic	dmaic	ADJ
cet-15676	101	5	phases	phase	NOUN
cet-15676	101	6	for	for	ADP
cet-15676	101	7	selected	select	VERB
cet-15676	101	8	studies	study	NOUN
cet-15676	101	9	of	of	ADP
cet-15676	101	10	ai	ai	ADJ
cet-15676	101	11	implementation	implementation	NOUN
cet-15676	101	12	in	in	ADP
cet-15676	101	13	manufacturing	manufacturing	NOUN
cet-15676	101	14	industry	industry	NOUN
cet-15676	101	15	dmaic	dmaic	ADJ
cet-15676	101	16	stage	stage	NOUN
cet-15676	101	17	heilala	heilala	NOUN
cet-15676	101	18	et	et	PROPN
cet-15676	101	19	al	al	PROPN
cet-15676	101	20	.	.	PROPN
cet-15676	102	1	(	(	PUNCT
cet-15676	102	2	2020	2020	NUM
cet-15676	102	3	)	)	PUNCT
cet-15676	102	4	rodriguez	rodriguez	NOUN
cet-15676	102	5	et	et	PROPN
cet-15676	102	6	al	al	PROPN
cet-15676	102	7	.	.	PROPN
cet-15676	103	1	(	(	PUNCT
cet-15676	103	2	2022	2022	NUM
cet-15676	103	3	)	)	PUNCT
cet-15676	103	4	peretz	peretz	PROPN
cet-15676	103	5	-	-	PUNCT
cet-15676	103	6	andersson	andersson	PROPN
cet-15676	103	7	et	et	PROPN
cet-15676	103	8	al	al	PROPN
cet-15676	103	9	.	.	PROPN
cet-15676	104	1	(	(	PUNCT
cet-15676	104	2	2024	2024	NUM
cet-15676	104	3	)	)	PUNCT
cet-15676	104	4	define	define	VERB
cet-15676	104	5	low	low	ADJ
cet-15676	104	6	digital	digital	ADJ
cet-15676	104	7	maturity	maturity	NOUN
cet-15676	104	8	as	as	ADP
cet-15676	104	9	key	key	ADJ
cet-15676	104	10	barrier	barrier	NOUN
cet-15676	104	11	to	to	ADP
cet-15676	104	12	ai	ai	VERB
cet-15676	104	13	-	-	PUNCT
cet-15676	104	14	based	base	VERB
cet-15676	104	15	technologies	technology	NOUN
cet-15676	104	16	adoption	adoption	NOUN
cet-15676	104	17	in	in	ADP
cet-15676	104	18	manufacturing	manufacture	VERB
cet-15676	104	19	smes	sme	NOUN
cet-15676	104	20	poor	poor	ADJ
cet-15676	104	21	ai	ai	NOUN
cet-15676	104	22	-	-	PUNCT
cet-15676	104	23	based	base	VERB
cet-15676	104	24	quality	quality	NOUN
cet-15676	104	25	control	control	NOUN
cet-15676	104	26	and	and	CCONJ
cet-15676	104	27	high	high	ADJ
cet-15676	104	28	defect	defect	NOUN
cet-15676	104	29	rates	rate	NOUN
cet-15676	104	30	in	in	ADP
cet-15676	104	31	3d	3d	NUM
cet-15676	104	32	printing	printing	NOUN
cet-15676	104	33	manufacturing	manufacturing	NOUN
cet-15676	104	34	processes	process	VERB
cet-15676	104	35	poor	poor	ADJ
cet-15676	104	36	levels	level	NOUN
cet-15676	104	37	of	of	ADP
cet-15676	104	38	digitalisation	digitalisation	NOUN
cet-15676	104	39	hinder	hinder	NOUN
cet-15676	104	40	manufacturing	manufacture	VERB
cet-15676	104	41	smes	sme	NOUN
cet-15676	104	42	’	'	PUNCT
cet-15676	104	43	capacity	capacity	NOUN
cet-15676	104	44	to	to	PART
cet-15676	104	45	apply	apply	VERB
cet-15676	104	46	effective	effective	ADJ
cet-15676	104	47	ai	ai	NOUN
cet-15676	104	48	solutions	solution	NOUN
cet-15676	104	49	measure	measure	NOUN
cet-15676	104	50	level	level	NOUN
cet-15676	104	51	of	of	ADP
cet-15676	104	52	digitalisation	digitalisation	NOUN
cet-15676	104	53	in	in	ADP
cet-15676	104	54	organisation	organisation	NOUN
cet-15676	104	55	(	(	PUNCT
cet-15676	104	56	enterprise	enterprise	NOUN
cet-15676	104	57	resource	resource	NOUN
cet-15676	104	58	planning	planning	NOUN
cet-15676	104	59	(	(	PUNCT
cet-15676	104	60	erp	erp	PROPN
cet-15676	104	61	)	)	PUNCT
cet-15676	104	62	,	,	PUNCT
cet-15676	104	63	big	big	ADJ
cet-15676	104	64	data	datum	NOUN
cet-15676	104	65	,	,	PUNCT
cet-15676	104	66	ai	ai	NOUN
cet-15676	104	67	applications	application	NOUN
cet-15676	104	68	)	)	PUNCT
cet-15676	104	69	defect	defect	NOUN
cet-15676	104	70	rates	rate	NOUN
cet-15676	104	71	,	,	PUNCT
cet-15676	104	72	equipment	equipment	NOUN
cet-15676	104	73	efficiency	efficiency	NOUN
cet-15676	104	74	,	,	PUNCT
cet-15676	104	75	digital	digital	ADJ
cet-15676	104	76	computeraided	computeraide	VERB
cet-15676	104	77	design	design	NOUN
cet-15676	104	78	(	(	PUNCT
cet-15676	104	79	cad	cad	NOUN
cet-15676	104	80	)	)	PUNCT
cet-15676	104	81	model	model	NOUN
cet-15676	104	82	data	data	PROPN
cet-15676	104	83	quality	quality	NOUN
cet-15676	104	84	digital	digital	ADJ
cet-15676	104	85	infrastructure	infrastructure	NOUN
cet-15676	104	86	readiness	readiness	NOUN
cet-15676	104	87	(	(	PUNCT
cet-15676	104	88	erp	erp	NOUN
cet-15676	104	89	,	,	PUNCT
cet-15676	104	90	cloud	cloud	NOUN
cet-15676	104	91	,	,	PUNCT
cet-15676	104	92	iot	iot	NOUN
cet-15676	104	93	)	)	PUNCT
cet-15676	104	94	,	,	PUNCT
cet-15676	104	95	digital	digital	ADJ
cet-15676	104	96	data	datum	NOUN
cet-15676	104	97	quality	quality	NOUN
cet-15676	104	98	,	,	PUNCT
cet-15676	104	99	organisational	organisational	ADJ
cet-15676	104	100	ai	ai	ADJ
cet-15676	104	101	capabilities	capability	NOUN
cet-15676	104	102	analyse	analyse	NOUN
cet-15676	104	103	root	root	NOUN
cet-15676	104	104	causes	cause	NOUN
cet-15676	104	105	include	include	VERB
cet-15676	104	106	fragmented	fragmented	ADJ
cet-15676	104	107	data	datum	NOUN
cet-15676	104	108	,	,	PUNCT
cet-15676	104	109	limited	limited	ADJ
cet-15676	104	110	understanding	understanding	NOUN
cet-15676	104	111	of	of	ADP
cet-15676	104	112	digitalisation	digitalisation	NOUN
cet-15676	104	113	and	and	CCONJ
cet-15676	104	114	its	its	PRON
cet-15676	104	115	opportunities	opportunity	NOUN
cet-15676	104	116	,	,	PUNCT
cet-15676	104	117	limited	limited	ADJ
cet-15676	104	118	digital	digital	ADJ
cet-15676	104	119	infrastructure	infrastructure	NOUN
cet-15676	104	120	root	root	NOUN
cet-15676	104	121	causes	cause	NOUN
cet-15676	104	122	include	include	VERB
cet-15676	104	123	poor	poor	ADJ
cet-15676	104	124	digital	digital	ADJ
cet-15676	104	125	connectivity	connectivity	NOUN
cet-15676	104	126	,	,	PUNCT
cet-15676	104	127	insufficient	insufficient	ADJ
cet-15676	104	128	data	datum	NOUN
cet-15676	104	129	volume	volume	NOUN
cet-15676	104	130	for	for	ADP
cet-15676	104	131	ai	ai	ADJ
cet-15676	104	132	-	-	PUNCT
cet-15676	104	133	model	model	NOUN
cet-15676	104	134	training	training	NOUN
cet-15676	104	135	,	,	PUNCT
cet-15676	104	136	unreliable	unreliable	ADJ
cet-15676	104	137	manual	manual	ADJ
cet-15676	104	138	measurements	measurement	NOUN
cet-15676	104	139	root	root	NOUN
cet-15676	104	140	causes	cause	NOUN
cet-15676	104	141	include	include	VERB
cet-15676	104	142	weak	weak	ADJ
cet-15676	104	143	data	datum	NOUN
cet-15676	104	144	governance	governance	NOUN
cet-15676	104	145	,	,	PUNCT
cet-15676	104	146	resistance	resistance	NOUN
cet-15676	104	147	to	to	ADP
cet-15676	104	148	digitalisation	digitalisation	NOUN
cet-15676	104	149	,	,	PUNCT
cet-15676	104	150	limited	limit	VERB
cet-15676	104	151	ai	ai	NOUN
cet-15676	104	152	system	system	NOUN
cet-15676	104	153	integration	integration	NOUN
cet-15676	104	154	improve	improve	VERB
cet-15676	104	155	active	active	ADJ
cet-15676	104	156	iot	iot	NOUN
cet-15676	104	157	adaptation	adaptation	NOUN
cet-15676	104	158	,	,	PUNCT
cet-15676	104	159	cloud	cloud	NOUN
cet-15676	104	160	data	datum	NOUN
cet-15676	104	161	systems	system	NOUN
cet-15676	104	162	,	,	PUNCT
cet-15676	104	163	digital	digital	ADJ
cet-15676	104	164	maturity	maturity	NOUN
cet-15676	104	165	assessments	assessment	NOUN
cet-15676	104	166	integrated	integrate	VERB
cet-15676	104	167	iot	iot	ADJ
cet-15676	104	168	sensors	sensor	NOUN
cet-15676	104	169	,	,	PUNCT
cet-15676	104	170	ai	ai	NOUN
cet-15676	104	171	-	-	PUNCT
cet-15676	104	172	model	model	NOUN
cet-15676	104	173	training	training	NOUN
cet-15676	104	174	optimisation	optimisation	NOUN
cet-15676	104	175	,	,	PUNCT
cet-15676	104	176	standardised	standardised	ADJ
cet-15676	104	177	measurement	measurement	NOUN
cet-15676	104	178	and	and	CCONJ
cet-15676	104	179	quality	quality	NOUN
cet-15676	104	180	parameters	parameter	NOUN
cet-15676	104	181	standardised	standardise	VERB
cet-15676	104	182	cloud	cloud	NOUN
cet-15676	104	183	infrastructures	infrastructure	NOUN
cet-15676	104	184	,	,	PUNCT
cet-15676	104	185	employee	employee	NOUN
cet-15676	104	186	training	training	NOUN
cet-15676	104	187	,	,	PUNCT
cet-15676	104	188	data	datum	NOUN
cet-15676	104	189	platforms	platform	NOUN
cet-15676	104	190	synchronisation	synchronisation	NOUN
cet-15676	104	191	with	with	ADP
cet-15676	104	192	ai	ai	PROPN
cet-15676	104	193	control	control	NOUN
cet-15676	104	194	continuous	continuous	ADJ
cet-15676	104	195	digitalisation	digitalisation	NOUN
cet-15676	104	196	level	level	NOUN
cet-15676	104	197	benchmarking	benchmarking	NOUN
cet-15676	104	198	,	,	PUNCT
cet-15676	104	199	participation	participation	NOUN
cet-15676	104	200	in	in	ADP
cet-15676	104	201	industry	industry	NOUN
cet-15676	104	202	digital	digital	PROPN
cet-15676	104	203	ecosystem	ecosystem	NOUN
cet-15676	104	204	,	,	PUNCT
cet-15676	104	205	selfassessment	selfassessment	NOUN
cet-15676	104	206	tools	tool	VERB
cet-15676	104	207	continuous	continuous	ADJ
cet-15676	104	208	digital	digital	ADJ
cet-15676	104	209	cad	cad	PROPN
cet-15676	104	210	model	model	NOUN
cet-15676	104	211	data	datum	NOUN
cet-15676	104	212	quality	quality	NOUN
cet-15676	104	213	reviews	review	NOUN
cet-15676	104	214	,	,	PUNCT
cet-15676	104	215	ai	ai	VERB
cet-15676	104	216	model	model	NOUN
cet-15676	104	217	performance	performance	NOUN
cet-15676	104	218	(	(	PUNCT
cet-15676	104	219	defect	defect	VERB
cet-15676	104	220	prediction	prediction	NOUN
cet-15676	104	221	accuracy	accuracy	NOUN
cet-15676	104	222	)	)	PUNCT
cet-15676	104	223	,	,	PUNCT
cet-15676	104	224	process	process	NOUN
cet-15676	104	225	kpis	kpis	PROPN
cet-15676	104	226	continuous	continuous	ADJ
cet-15676	104	227	digital	digital	ADJ
cet-15676	104	228	maturity	maturity	NOUN
cet-15676	104	229	benchmarking	benchmarking	NOUN
cet-15676	104	230	,	,	PUNCT
cet-15676	104	231	cross	cross	ADJ
cet-15676	104	232	-	-	ADJ
cet-15676	104	233	company	company	ADJ
cet-15676	104	234	ai	ai	ADJ
cet-15676	104	235	reviews	review	NOUN
cet-15676	104	236	and	and	CCONJ
cet-15676	104	237	knowledge	knowledge	NOUN
cet-15676	104	238	sharing	sharing	NOUN
cet-15676	104	239	,	,	PUNCT
cet-15676	104	240	data	datum	NOUN
cet-15676	104	241	quality	quality	NOUN
cet-15676	104	242	improvement	improvement	NOUN
cet-15676	104	243	the	the	DET
cet-15676	104	244	case	case	NOUN
cet-15676	104	245	analysis	analysis	NOUN
cet-15676	104	246	results	result	NOUN
cet-15676	104	247	presented	present	VERB
cet-15676	104	248	in	in	ADP
cet-15676	104	249	table	table	NOUN
cet-15676	104	250	1	1	NUM
cet-15676	104	251	reinforce	reinforce	VERB
cet-15676	104	252	the	the	DET
cet-15676	104	253	argument	argument	NOUN
cet-15676	104	254	that	that	SCONJ
cet-15676	104	255	digitalisation	digitalisation	NOUN
cet-15676	104	256	must	must	AUX
cet-15676	104	257	precede	precede	VERB
cet-15676	104	258	ai	ai	ADJ
cet-15676	104	259	adoption	adoption	NOUN
cet-15676	104	260	.	.	PUNCT
cet-15676	105	1	it	it	PRON
cet-15676	105	2	reaffirms	reaffirm	VERB
cet-15676	105	3	that	that	PRON
cet-15676	105	4	digitalisation	digitalisation	NOUN
cet-15676	105	5	is	be	AUX
cet-15676	105	6	not	not	PART
cet-15676	105	7	a	a	DET
cet-15676	105	8	complementary	complementary	ADJ
cet-15676	105	9	or	or	CCONJ
cet-15676	105	10	optional	optional	ADJ
cet-15676	105	11	step	step	NOUN
cet-15676	105	12	but	but	CCONJ
cet-15676	105	13	a	a	DET
cet-15676	105	14	prerequisite	prerequisite	NOUN
cet-15676	105	15	for	for	ADP
cet-15676	105	16	effective	effective	ADJ
cet-15676	105	17	and	and	CCONJ
cet-15676	105	18	sustainable	sustainable	ADJ
cet-15676	105	19	ai	ai	VERB
cet-15676	105	20	implementation	implementation	NOUN
cet-15676	105	21	.	.	PUNCT
cet-15676	106	1	all	all	DET
cet-15676	106	2	three	three	NUM
cet-15676	106	3	studies	study	NOUN
cet-15676	106	4	in	in	ADP
cet-15676	106	5	table	table	NOUN
cet-15676	106	6	1	1	NUM
cet-15676	106	7	demonstrate	demonstrate	VERB
cet-15676	106	8	that	that	SCONJ
cet-15676	106	9	low	low	ADJ
cet-15676	106	10	levels	level	NOUN
cet-15676	106	11	of	of	ADP
cet-15676	106	12	digitalisation	digitalisation	NOUN
cet-15676	106	13	,	,	PUNCT
cet-15676	106	14	characterised	characterise	VERB
cet-15676	106	15	by	by	ADP
cet-15676	106	16	inconsistent	inconsistent	ADJ
cet-15676	106	17	and	and	CCONJ
cet-15676	106	18	fragmented	fragmented	ADJ
cet-15676	106	19	data	datum	NOUN
cet-15676	106	20	,	,	PUNCT
cet-15676	106	21	poor	poor	ADJ
cet-15676	106	22	system	system	NOUN
cet-15676	106	23	integration	integration	NOUN
cet-15676	106	24	,	,	PUNCT
cet-15676	106	25	and	and	CCONJ
cet-15676	106	26	underdeveloped	underdeveloped	ADJ
cet-15676	106	27	digital	digital	ADJ
cet-15676	106	28	infrastructure	infrastructure	NOUN
cet-15676	106	29	in	in	ADP
cet-15676	106	30	an	an	DET
cet-15676	106	31	organisation	organisation	NOUN
cet-15676	106	32	,	,	PUNCT
cet-15676	106	33	can	can	AUX
cet-15676	106	34	significantly	significantly	ADV
cet-15676	106	35	constrain	constrain	VERB
cet-15676	106	36	ai	ai	ADJ
cet-15676	106	37	performance	performance	NOUN
cet-15676	106	38	.	.	PUNCT
cet-15676	107	1	for	for	ADP
cet-15676	107	2	example	example	NOUN
cet-15676	107	3	,	,	PUNCT
cet-15676	107	4	heilala	heilala	NOUN
cet-15676	107	5	et	et	PROPN
cet-15676	107	6	al	al	PROPN
cet-15676	107	7	.	.	PROPN
cet-15676	107	8	(	(	PUNCT
cet-15676	107	9	2020	2020	NUM
cet-15676	107	10	)	)	PUNCT
cet-15676	107	11	highlight	highlight	VERB
cet-15676	107	12	how	how	SCONJ
cet-15676	107	13	the	the	DET
cet-15676	107	14	adoption	adoption	NOUN
cet-15676	107	15	of	of	ADP
cet-15676	107	16	ai	ai	NOUN
cet-15676	107	17	-	-	PUNCT
cet-15676	107	18	based	base	VERB
cet-15676	107	19	technologies	technology	NOUN
cet-15676	107	20	in	in	ADP
cet-15676	107	21	finnish	finnish	ADJ
cet-15676	107	22	manufacturing	manufacturing	NOUN
cet-15676	107	23	smes	sme	NOUN
cet-15676	107	24	was	be	AUX
cet-15676	107	25	hindered	hinder	VERB
cet-15676	107	26	by	by	ADP
cet-15676	107	27	limited	limited	ADJ
cet-15676	107	28	digital	digital	ADJ
cet-15676	107	29	infrastructure	infrastructure	NOUN
cet-15676	107	30	and	and	CCONJ
cet-15676	107	31	poor	poor	ADJ
cet-15676	107	32	system	system	NOUN
cet-15676	107	33	integration	integration	NOUN
cet-15676	107	34	,	,	PUNCT
cet-15676	107	35	ultimately	ultimately	ADV
cet-15676	107	36	resulting	result	VERB
cet-15676	107	37	in	in	ADP
cet-15676	107	38	disconnected	disconnected	ADJ
cet-15676	107	39	data	datum	NOUN
cet-15676	107	40	systems	system	NOUN
cet-15676	107	41	as	as	ADV
cet-15676	107	42	well	well	ADV
cet-15676	107	43	as	as	ADP
cet-15676	107	44	underutilisation	underutilisation	NOUN
cet-15676	107	45	of	of	ADP
cet-15676	107	46	existing	exist	VERB
cet-15676	107	47	ai	ai	PROPN
cet-15676	107	48	technologies	technology	NOUN
cet-15676	107	49	.	.	PUNCT
cet-15676	108	1	next	next	ADJ
cet-15676	108	2	,	,	PUNCT
cet-15676	108	3	rodriguez	rodriguez	PROPN
cet-15676	108	4	et	et	PROPN
cet-15676	108	5	al	al	PROPN
cet-15676	108	6	.	.	PROPN
cet-15676	108	7	(	(	PUNCT
cet-15676	108	8	2022	2022	NUM
cet-15676	108	9	)	)	PUNCT
cet-15676	108	10	also	also	ADV
cet-15676	108	11	demonstrate	demonstrate	VERB
cet-15676	108	12	that	that	SCONJ
cet-15676	108	13	even	even	ADV
cet-15676	108	14	with	with	ADP
cet-15676	108	15	aidriven	aidriven	ADJ
cet-15676	108	16	defect	defect	NOUN
cet-15676	108	17	prediction	prediction	NOUN
cet-15676	108	18	technologies	technology	NOUN
cet-15676	108	19	,	,	PUNCT
cet-15676	108	20	the	the	DET
cet-15676	108	21	3d	3d	NOUN
cet-15676	108	22	printing	printing	NOUN
cet-15676	108	23	defect	defect	NOUN
cet-15676	108	24	rates	rate	NOUN
cet-15676	108	25	remain	remain	VERB
cet-15676	108	26	high	high	ADJ
cet-15676	108	27	due	due	ADJ
cet-15676	108	28	to	to	ADP
cet-15676	108	29	barriers	barrier	NOUN
cet-15676	108	30	such	such	ADJ
cet-15676	108	31	as	as	ADP
cet-15676	108	32	insufficient	insufficient	ADJ
cet-15676	108	33	digital	digital	ADJ
cet-15676	108	34	connectivity	connectivity	NOUN
cet-15676	108	35	,	,	PUNCT
cet-15676	108	36	poor	poor	ADJ
cet-15676	108	37	data	datum	NOUN
cet-15676	108	38	quality	quality	NOUN
cet-15676	108	39	from	from	ADP
cet-15676	108	40	cad	cad	PROPN
cet-15676	108	41	models	model	NOUN
cet-15676	108	42	,	,	PUNCT
cet-15676	108	43	and	and	CCONJ
cet-15676	108	44	limited	limited	ADJ
cet-15676	108	45	training	training	NOUN
cet-15676	108	46	datasets	dataset	NOUN
cet-15676	108	47	,	,	PUNCT
cet-15676	108	48	all	all	PRON
cet-15676	108	49	of	of	ADP
cet-15676	108	50	which	which	PRON
cet-15676	108	51	stem	stem	VERB
cet-15676	108	52	from	from	ADP
cet-15676	108	53	a	a	DET
cet-15676	108	54	low	low	ADJ
cet-15676	108	55	level	level	NOUN
cet-15676	108	56	of	of	ADP
cet-15676	108	57	digitalisation	digitalisation	NOUN
cet-15676	108	58	.	.	PUNCT
cet-15676	109	1	both	both	DET
cet-15676	109	2	examples	example	NOUN
cet-15676	109	3	emphasised	emphasise	VERB
cet-15676	109	4	that	that	SCONJ
cet-15676	109	5	while	while	SCONJ
cet-15676	109	6	ai	ai	PROPN
cet-15676	109	7	technologies	technology	NOUN
cet-15676	109	8	were	be	AUX
cet-15676	109	9	introduced	introduce	VERB
cet-15676	109	10	,	,	PUNCT
cet-15676	109	11	their	their	PRON
cet-15676	109	12	effectiveness	effectiveness	NOUN
cet-15676	109	13	is	be	AUX
cet-15676	109	14	heavily	heavily	ADV
cet-15676	109	15	dependent	dependent	ADJ
cet-15676	109	16	on	on	ADP
cet-15676	109	17	the	the	DET
cet-15676	109	18	maturity	maturity	NOUN
cet-15676	109	19	of	of	ADP
cet-15676	109	20	the	the	DET
cet-15676	109	21	digital	digital	ADJ
cet-15676	109	22	ecosystem	ecosystem	NOUN
cet-15676	109	23	in	in	ADP
cet-15676	109	24	the	the	DET
cet-15676	109	25	organisation	organisation	NOUN
cet-15676	109	26	.	.	PUNCT
cet-15676	110	1	in	in	ADP
cet-15676	110	2	contrast	contrast	NOUN
cet-15676	110	3	,	,	PUNCT
cet-15676	110	4	organisations	organisation	NOUN
cet-15676	110	5	with	with	ADP
cet-15676	110	6	higher	high	ADJ
cet-15676	110	7	levels	level	NOUN
cet-15676	110	8	of	of	ADP
cet-15676	110	9	digitalisation	digitalisation	NOUN
cet-15676	110	10	are	be	AUX
cet-15676	110	11	better	well	ADV
cet-15676	110	12	equipped	equip	VERB
cet-15676	110	13	to	to	PART
cet-15676	110	14	support	support	VERB
cet-15676	110	15	ai	ai	VERB
cet-15676	110	16	technologies	technology	NOUN
cet-15676	110	17	in	in	ADP
cet-15676	110	18	delivering	deliver	VERB
cet-15676	110	19	accurate	accurate	ADJ
cet-15676	110	20	and	and	CCONJ
cet-15676	110	21	reliable	reliable	ADJ
cet-15676	110	22	results	result	NOUN
cet-15676	110	23	.	.	PUNCT
cet-15676	111	1	the	the	DET
cet-15676	111	2	relationship	relationship	NOUN
cet-15676	111	3	aligns	align	VERB
cet-15676	111	4	with	with	ADP
cet-15676	111	5	the	the	DET
cet-15676	111	6	broader	broad	ADJ
cet-15676	111	7	goals	goal	NOUN
cet-15676	111	8	of	of	ADP
cet-15676	111	9	industry	industry	NOUN
cet-15676	111	10	4.0	4.0	NUM
cet-15676	111	11	transformation	transformation	NOUN
cet-15676	111	12	,	,	PUNCT
cet-15676	111	13	where	where	SCONJ
cet-15676	111	14	digitalisation	digitalisation	NOUN
cet-15676	111	15	acts	act	VERB
cet-15676	111	16	as	as	ADP
cet-15676	111	17	the	the	DET
cet-15676	111	18	foundation	foundation	NOUN
cet-15676	111	19	that	that	PRON
cet-15676	111	20	supports	support	VERB
cet-15676	111	21	the	the	DET
cet-15676	111	22	smooth	smooth	ADJ
cet-15676	111	23	deployment	deployment	NOUN
cet-15676	111	24	of	of	ADP
cet-15676	111	25	digital	digital	ADJ
cet-15676	111	26	technologies	technology	NOUN
cet-15676	111	27	such	such	ADJ
cet-15676	111	28	as	as	ADP
cet-15676	111	29	iot	iot	NOUN
cet-15676	111	30	,	,	PUNCT
cet-15676	111	31	big	big	ADJ
cet-15676	111	32	data	datum	NOUN
cet-15676	111	33	analytics	analytic	NOUN
cet-15676	111	34	and	and	CCONJ
cet-15676	111	35	intelligent	intelligent	ADJ
cet-15676	111	36	automation	automation	NOUN
cet-15676	111	37	.	.	PUNCT
cet-15676	112	1	the	the	DET
cet-15676	112	2	consequences	consequence	NOUN
cet-15676	112	3	of	of	ADP
cet-15676	112	4	overlooking	overlook	VERB
cet-15676	112	5	an	an	DET
cet-15676	112	6	organisation	organisation	NOUN
cet-15676	112	7	's	's	PART
cet-15676	112	8	digital	digital	ADJ
cet-15676	112	9	maturity	maturity	NOUN
cet-15676	112	10	include	include	VERB
cet-15676	112	11	poor	poor	ADJ
cet-15676	112	12	ai	ai	ADJ
cet-15676	112	13	performance	performance	NOUN
cet-15676	112	14	,	,	PUNCT
cet-15676	112	15	inability	inability	NOUN
cet-15676	112	16	to	to	PART
cet-15676	112	17	scale	scale	VERB
cet-15676	112	18	intelligent	intelligent	ADJ
cet-15676	112	19	systems	system	NOUN
cet-15676	112	20	,	,	PUNCT
cet-15676	112	21	and	and	CCONJ
cet-15676	112	22	a	a	DET
cet-15676	112	23	failure	failure	NOUN
cet-15676	112	24	to	to	PART
cet-15676	112	25	achieve	achieve	VERB
cet-15676	112	26	competitive	competitive	ADJ
cet-15676	112	27	advantages	advantage	NOUN
cet-15676	112	28	(	(	PUNCT
cet-15676	112	29	kejriwal	kejriwal	PROPN
cet-15676	112	30	,	,	PUNCT
cet-15676	112	31	2023	2023	NUM
cet-15676	112	32	)	)	PUNCT
cet-15676	112	33	.	.	PUNCT
cet-15676	113	1	therefore	therefore	ADV
cet-15676	113	2	,	,	PUNCT
cet-15676	113	3	building	build	VERB
cet-15676	113	4	a	a	DET
cet-15676	113	5	mature	mature	ADJ
cet-15676	113	6	digital	digital	ADJ
cet-15676	113	7	ecosystem	ecosystem	NOUN
cet-15676	113	8	is	be	AUX
cet-15676	113	9	not	not	PART
cet-15676	113	10	merely	merely	ADV
cet-15676	113	11	beneficial	beneficial	ADJ
cet-15676	113	12	but	but	CCONJ
cet-15676	113	13	essential	essential	ADJ
cet-15676	113	14	for	for	ADP
cet-15676	113	15	leveraging	leverage	VERB
cet-15676	113	16	ai	ai	VERB
cet-15676	113	17	's	's	PART
cet-15676	113	18	full	full	ADJ
cet-15676	113	19	potential	potential	NOUN
cet-15676	113	20	across	across	ADP
cet-15676	113	21	industries	industry	NOUN
cet-15676	113	22	.	.	PUNCT
cet-15676	114	1	5	5	X
cet-15676	114	2	.	.	X
cet-15676	114	3	conclusion	conclusion	NOUN
cet-15676	114	4	prospect	prospect	NOUN
cet-15676	114	5	,	,	PUNCT
cet-15676	114	6	recommendations	recommendation	NOUN
cet-15676	114	7	,	,	PUNCT
cet-15676	114	8	and	and	CCONJ
cet-15676	114	9	future	future	ADJ
cet-15676	114	10	works	work	NOUN
cet-15676	114	11	this	this	DET
cet-15676	114	12	study	study	NOUN
cet-15676	114	13	has	have	AUX
cet-15676	114	14	demonstrated	demonstrate	VERB
cet-15676	114	15	that	that	SCONJ
cet-15676	114	16	digitalisation	digitalisation	NOUN
cet-15676	114	17	is	be	AUX
cet-15676	114	18	a	a	DET
cet-15676	114	19	critical	critical	ADJ
cet-15676	114	20	prerequisite	prerequisite	NOUN
cet-15676	114	21	for	for	ADP
cet-15676	114	22	achieving	achieve	VERB
cet-15676	114	23	effective	effective	ADJ
cet-15676	114	24	and	and	CCONJ
cet-15676	114	25	scalable	scalable	ADJ
cet-15676	115	1	ai	ai	NOUN
cet-15676	115	2	implementation	implementation	NOUN
cet-15676	115	3	within	within	ADP
cet-15676	115	4	the	the	DET
cet-15676	115	5	context	context	NOUN
cet-15676	115	6	of	of	ADP
cet-15676	115	7	industry	industry	NOUN
cet-15676	115	8	4.0	4.0	NUM
cet-15676	115	9	.	.	PUNCT
cet-15676	116	1	by	by	ADP
cet-15676	116	2	applying	apply	VERB
cet-15676	116	3	the	the	DET
cet-15676	116	4	six	six	NUM
cet-15676	116	5	sigma	sigma	NOUN
cet-15676	116	6	dmaic	dmaic	ADJ
cet-15676	116	7	methodology	methodology	NOUN
cet-15676	116	8	,	,	PUNCT
cet-15676	116	9	the	the	DET
cet-15676	116	10	analysis	analysis	NOUN
cet-15676	116	11	of	of	ADP
cet-15676	116	12	selected	select	VERB
cet-15676	116	13	case	case	NOUN
cet-15676	116	14	studies	study	NOUN
cet-15676	116	15	highlights	highlight	VERB
cet-15676	116	16	a	a	DET
cet-15676	116	17	consistent	consistent	ADJ
cet-15676	116	18	relationship	relationship	NOUN
cet-15676	116	19	between	between	ADP
cet-15676	116	20	an	an	DET
cet-15676	116	21	organisation	organisation	NOUN
cet-15676	116	22	’s	’s	PART
cet-15676	116	23	level	level	NOUN
cet-15676	116	24	of	of	ADP
cet-15676	116	25	digital	digital	ADJ
cet-15676	116	26	maturity	maturity	NOUN
cet-15676	116	27	305	305	NUM
cet-15676	116	28	and	and	CCONJ
cet-15676	116	29	the	the	DET
cet-15676	116	30	performance	performance	NOUN
cet-15676	116	31	of	of	ADP
cet-15676	116	32	its	its	PRON
cet-15676	116	33	ai	ai	ADJ
cet-15676	116	34	initiatives	initiative	NOUN
cet-15676	116	35	,	,	PUNCT
cet-15676	116	36	particularly	particularly	ADV
cet-15676	116	37	in	in	ADP
cet-15676	116	38	the	the	DET
cet-15676	116	39	manufacturing	manufacturing	NOUN
cet-15676	116	40	industry	industry	NOUN
cet-15676	116	41	.	.	PUNCT
cet-15676	117	1	the	the	PRON
cet-15676	117	2	higher	high	ADJ
cet-15676	117	3	an	an	DET
cet-15676	117	4	organisation	organisation	NOUN
cet-15676	117	5	’s	’s	PART
cet-15676	117	6	level	level	NOUN
cet-15676	117	7	of	of	ADP
cet-15676	117	8	digitalisation	digitalisation	NOUN
cet-15676	117	9	,	,	PUNCT
cet-15676	117	10	the	the	PRON
cet-15676	117	11	more	more	ADV
cet-15676	117	12	effectively	effectively	ADV
cet-15676	117	13	and	and	CCONJ
cet-15676	117	14	efficiently	efficiently	ADV
cet-15676	117	15	ai	ai	VERB
cet-15676	117	16	can	can	AUX
cet-15676	117	17	operate	operate	VERB
cet-15676	117	18	,	,	PUNCT
cet-15676	117	19	which	which	PRON
cet-15676	117	20	leads	lead	VERB
cet-15676	117	21	to	to	ADP
cet-15676	117	22	one	one	NUM
cet-15676	117	23	step	step	NOUN
cet-15676	117	24	closer	close	ADV
cet-15676	117	25	to	to	ADP
cet-15676	117	26	realising	realise	VERB
cet-15676	117	27	a	a	DET
cet-15676	117	28	connected	connect	VERB
cet-15676	117	29	,	,	PUNCT
cet-15676	117	30	intelligent	intelligent	ADJ
cet-15676	117	31	production	production	NOUN
cet-15676	117	32	environment	environment	NOUN
cet-15676	117	33	as	as	SCONJ
cet-15676	117	34	envisioned	envision	VERB
cet-15676	117	35	by	by	ADP
cet-15676	117	36	industry	industry	NOUN
cet-15676	117	37	4.0	4.0	NUM
cet-15676	117	38	.	.	PUNCT
cet-15676	118	1	manufacturers	manufacturer	NOUN
cet-15676	118	2	and	and	CCONJ
cet-15676	118	3	investors	investor	NOUN
cet-15676	118	4	should	should	AUX
cet-15676	118	5	ensure	ensure	VERB
cet-15676	118	6	that	that	SCONJ
cet-15676	118	7	investments	investment	NOUN
cet-15676	118	8	in	in	ADP
cet-15676	118	9	ai	ai	PROPN
cet-15676	118	10	are	be	AUX
cet-15676	118	11	guided	guide	VERB
cet-15676	118	12	by	by	ADP
cet-15676	118	13	a	a	DET
cet-15676	118	14	clear	clear	ADJ
cet-15676	118	15	understanding	understanding	NOUN
cet-15676	118	16	of	of	ADP
cet-15676	118	17	how	how	SCONJ
cet-15676	118	18	ai	ai	AUX
cet-15676	118	19	initiatives	initiative	NOUN
cet-15676	118	20	align	align	VERB
cet-15676	118	21	with	with	ADP
cet-15676	118	22	the	the	DET
cet-15676	118	23	organisation	organisation	NOUN
cet-15676	118	24	's	's	PART
cet-15676	118	25	digital	digital	ADJ
cet-15676	118	26	maturity	maturity	NOUN
cet-15676	118	27	and	and	CCONJ
cet-15676	118	28	long	long	ADJ
cet-15676	118	29	-	-	PUNCT
cet-15676	118	30	term	term	NOUN
cet-15676	118	31	transformation	transformation	NOUN
cet-15676	118	32	goals	goal	NOUN
cet-15676	118	33	rather	rather	ADV
cet-15676	118	34	than	than	ADP
cet-15676	118	35	simply	simply	ADV
cet-15676	118	36	following	follow	VERB
cet-15676	118	37	global	global	ADJ
cet-15676	118	38	trends	trend	NOUN
cet-15676	118	39	.	.	PUNCT
cet-15676	119	1	meanwhile	meanwhile	ADV
cet-15676	119	2	,	,	PUNCT
cet-15676	119	3	policymakers	policymaker	NOUN
cet-15676	119	4	should	should	AUX
cet-15676	119	5	prioritise	prioritise	VERB
cet-15676	119	6	the	the	DET
cet-15676	119	7	ethical	ethical	ADJ
cet-15676	119	8	considerations	consideration	NOUN
cet-15676	119	9	of	of	ADP
cet-15676	119	10	ai	ai	ADJ
cet-15676	119	11	deployment	deployment	NOUN
cet-15676	119	12	within	within	ADP
cet-15676	119	13	a	a	DET
cet-15676	119	14	mature	mature	ADJ
cet-15676	119	15	digital	digital	ADJ
cet-15676	119	16	ecosystem	ecosystem	NOUN
cet-15676	119	17	to	to	PART
cet-15676	119	18	mitigate	mitigate	VERB
cet-15676	119	19	the	the	DET
cet-15676	119	20	risks	risk	NOUN
cet-15676	119	21	of	of	ADP
cet-15676	119	22	data	datum	NOUN
cet-15676	119	23	misuse	misuse	NOUN
cet-15676	119	24	and	and	CCONJ
cet-15676	119	25	biased	biased	ADJ
cet-15676	119	26	decision	decision	NOUN
cet-15676	119	27	-	-	PUNCT
cet-15676	119	28	making	making	NOUN
cet-15676	119	29	.	.	PUNCT
cet-15676	120	1	future	future	ADJ
cet-15676	120	2	work	work	NOUN
cet-15676	120	3	will	will	AUX
cet-15676	120	4	focus	focus	VERB
cet-15676	120	5	on	on	ADP
cet-15676	120	6	exploring	explore	VERB
cet-15676	120	7	quantitative	quantitative	ADJ
cet-15676	120	8	models	model	NOUN
cet-15676	120	9	and	and	CCONJ
cet-15676	120	10	collecting	collect	VERB
cet-15676	120	11	primary	primary	ADJ
cet-15676	120	12	data	datum	NOUN
cet-15676	120	13	through	through	ADP
cet-15676	120	14	interviews	interview	NOUN
cet-15676	120	15	or	or	CCONJ
cet-15676	120	16	surveys	survey	NOUN
cet-15676	120	17	to	to	PART
cet-15676	120	18	validate	validate	VERB
cet-15676	120	19	the	the	DET
cet-15676	120	20	impact	impact	NOUN
cet-15676	120	21	of	of	ADP
cet-15676	120	22	digitalisation	digitalisation	NOUN
cet-15676	120	23	on	on	ADP
cet-15676	120	24	ai	ai	ADJ
cet-15676	120	25	performance	performance	NOUN
cet-15676	120	26	,	,	PUNCT
cet-15676	120	27	as	as	ADV
cet-15676	120	28	well	well	ADV
cet-15676	120	29	as	as	ADP
cet-15676	120	30	developing	develop	VERB
cet-15676	120	31	governance	governance	NOUN
cet-15676	120	32	frameworks	framework	NOUN
cet-15676	120	33	to	to	PART
cet-15676	120	34	ensure	ensure	VERB
cet-15676	120	35	responsible	responsible	ADJ
cet-15676	120	36	and	and	CCONJ
cet-15676	120	37	transparent	transparent	ADJ
cet-15676	120	38	ai	ai	ADJ
cet-15676	120	39	deployment	deployment	NOUN
cet-15676	120	40	in	in	ADP
cet-15676	120	41	the	the	DET
cet-15676	120	42	next	next	ADJ
cet-15676	120	43	stage	stage	NOUN
cet-15676	120	44	of	of	ADP
cet-15676	120	45	digital	digital	ADJ
cet-15676	120	46	transformation	transformation	NOUN
cet-15676	120	47	.	.	PUNCT
cet-15676	121	1	acknowledgments	acknowledgment	NOUN
cet-15676	121	2	the	the	DET
cet-15676	121	3	authors	author	NOUN
cet-15676	121	4	would	would	AUX
cet-15676	121	5	like	like	VERB
cet-15676	121	6	to	to	PART
cet-15676	121	7	thank	thank	VERB
cet-15676	121	8	huachang	huachang	NOUN
cet-15676	121	9	growmax	growmax	X
cet-15676	121	10	(	(	PUNCT
cet-15676	121	11	m	m	NOUN
cet-15676	121	12	)	)	PUNCT
cet-15676	121	13	sdn	sdn	PROPN
cet-15676	121	14	bhd	bhd	PROPN
cet-15676	121	15	and	and	CCONJ
cet-15676	121	16	universiti	universiti	PROPN
cet-15676	121	17	kebangsaan	kebangsaan	PROPN
cet-15676	121	18	malaysia	malaysia	PROPN
cet-15676	121	19	–	–	PUNCT
cet-15676	121	20	graduate	graduate	NOUN
cet-15676	121	21	school	school	NOUN
cet-15676	121	22	of	of	ADP
cet-15676	121	23	business	business	NOUN
cet-15676	121	24	(	(	PUNCT
cet-15676	121	25	gsb-2025	gsb-2025	NOUN
cet-15676	121	26	-	-	PUNCT
cet-15676	121	27	013	013	NUM
cet-15676	121	28	and	and	CCONJ
cet-15676	121	29	gsb-2025	gsb-2025	NOUN
cet-15676	121	30	-	-	PUNCT
cet-15676	121	31	023	023	NUM
cet-15676	121	32	)	)	PUNCT
cet-15676	121	33	for	for	ADP
cet-15676	121	34	funding	fund	VERB
cet-15676	121	35	this	this	DET
cet-15676	121	36	research	research	NOUN
cet-15676	121	37	.	.	PUNCT
cet-15676	122	1	sue	sue	PROPN
cet-15676	122	2	lin	lin	PROPN
cet-15676	122	3	ngan	ngan	PROPN
cet-15676	122	4	is	be	AUX
cet-15676	122	5	also	also	ADV
cet-15676	122	6	affiliated	affiliate	VERB
cet-15676	122	7	with	with	ADP
cet-15676	122	8	the	the	DET
cet-15676	122	9	organization	organization	NOUN
cet-15676	122	10	for	for	ADP
cet-15676	122	11	programs	program	NOUN
cet-15676	122	12	on	on	ADP
cet-15676	122	13	environmental	environmental	ADJ
cet-15676	122	14	sciences	science	NOUN
cet-15676	122	15	,	,	PUNCT
cet-15676	122	16	graduate	graduate	NOUN
cet-15676	122	17	school	school	NOUN
cet-15676	122	18	of	of	ADP
cet-15676	122	19	arts	art	NOUN
cet-15676	122	20	and	and	CCONJ
cet-15676	122	21	sciences	science	NOUN
cet-15676	122	22	,	,	PUNCT
cet-15676	122	23	the	the	DET
cet-15676	122	24	university	university	NOUN
cet-15676	122	25	of	of	ADP
cet-15676	122	26	tokyo	tokyo	PROPN
cet-15676	122	27	,	,	PUNCT
cet-15676	122	28	japan	japan	PROPN
cet-15676	122	29	,	,	PUNCT
cet-15676	122	30	which	which	PRON
cet-15676	122	31	provided	provide	VERB
cet-15676	122	32	valuable	valuable	ADJ
cet-15676	122	33	resources	resource	NOUN
cet-15676	122	34	and	and	CCONJ
cet-15676	122	35	support	support	NOUN
cet-15676	122	36	for	for	ADP
cet-15676	122	37	this	this	DET
cet-15676	122	38	work	work	NOUN
cet-15676	122	39	.	.	PUNCT
cet-15676	123	1	references	reference	NOUN
cet-15676	123	2	attaran	attaran	PROPN
cet-15676	123	3	m.	m.	NOUN
cet-15676	123	4	,	,	PUNCT
cet-15676	123	5	2023	2023	NUM
cet-15676	123	6	,	,	PUNCT
cet-15676	123	7	the	the	DET
cet-15676	123	8	impact	impact	NOUN
cet-15676	123	9	of	of	ADP
cet-15676	123	10	5	5	NUM
cet-15676	123	11	g	g	NOUN
cet-15676	123	12	on	on	ADP
cet-15676	123	13	the	the	DET
cet-15676	123	14	evolution	evolution	NOUN
cet-15676	123	15	of	of	ADP
cet-15676	123	16	intelligent	intelligent	ADJ
cet-15676	123	17	automation	automation	NOUN
cet-15676	123	18	and	and	CCONJ
cet-15676	123	19	industry	industry	NOUN
cet-15676	123	20	digitization	digitization	NOUN
cet-15676	123	21	.	.	PUNCT
cet-15676	124	1	journal	journal	NOUN
cet-15676	124	2	of	of	ADP
cet-15676	124	3	ambient	ambient	ADJ
cet-15676	124	4	intelligence	intelligence	NOUN
cet-15676	124	5	humanized	humanize	VERB
cet-15676	124	6	computing	computing	NOUN
cet-15676	124	7	,	,	PUNCT
cet-15676	124	8	14	14	NUM
cet-15676	124	9	,	,	PUNCT
cet-15676	124	10	5977–5993	5977–5993	NUM
cet-15676	124	11	.	.	PUNCT
cet-15676	125	1	chiarini	chiarini	PROPN
cet-15676	125	2	a.	a.	PROPN
cet-15676	125	3	,	,	PUNCT
cet-15676	125	4	kumar	kumar	PROPN
cet-15676	125	5	m.	m.	PROPN
cet-15676	125	6	,	,	PUNCT
cet-15676	125	7	2020	2020	NUM
cet-15676	125	8	,	,	PUNCT
cet-15676	125	9	lean	lean	VERB
cet-15676	125	10	six	six	NUM
cet-15676	125	11	sigma	sigma	NOUN
cet-15676	125	12	and	and	CCONJ
cet-15676	125	13	industry	industry	NOUN
cet-15676	125	14	4.0	4.0	NUM
cet-15676	125	15	integration	integration	NOUN
cet-15676	125	16	for	for	ADP
cet-15676	125	17	operational	operational	ADJ
cet-15676	125	18	excellence	excellence	NOUN
cet-15676	125	19	,	,	PUNCT
cet-15676	125	20	evidence	evidence	NOUN
cet-15676	125	21	from	from	ADP
cet-15676	125	22	italian	italian	ADJ
cet-15676	125	23	manufacturing	manufacturing	NOUN
cet-15676	125	24	companies	company	NOUN
cet-15676	125	25	.	.	PUNCT
cet-15676	126	1	production	production	NOUN
cet-15676	126	2	planning	planning	PROPN
cet-15676	126	3	&	&	CCONJ
cet-15676	126	4	control	control	PROPN
cet-15676	126	5	,	,	PUNCT
cet-15676	126	6	32(13	32(13	NUM
cet-15676	126	7	)	)	PUNCT
cet-15676	126	8	,	,	PUNCT
cet-15676	126	9	1084–1101	1084–1101	NUM
cet-15676	126	10	.	.	PUNCT
cet-15676	127	1	gagnon	gagnon	PROPN
cet-15676	127	2	j.	j.	PROPN
cet-15676	127	3	,	,	PUNCT
cet-15676	127	4	2022	2022	NUM
cet-15676	127	5	,	,	PUNCT
cet-15676	127	6	ibm	ibm	PROPN
cet-15676	127	7	watson	watson	PROPN
cet-15676	127	8	health	health	PROPN
cet-15676	127	9	’s	’s	PART
cet-15676	127	10	challenges	challenge	NOUN
cet-15676	127	11	tell	tell	VERB
cet-15676	127	12	us	we	PRON
cet-15676	127	13	more	more	ADV
cet-15676	127	14	about	about	ADP
cet-15676	127	15	healthcare	healthcare	NOUN
cet-15676	127	16	data	datum	NOUN
cet-15676	127	17	than	than	SCONJ
cet-15676	127	18	it	it	PRON
cet-15676	127	19	does	do	AUX
cet-15676	127	20	about	about	AUX
cet-15676	127	21	ai	ai	VERB
cet-15676	127	22	,	,	PUNCT
cet-15676	127	23	forbes	forbes	PROPN
cet-15676	127	24	,	,	PUNCT
cet-15676	127	25	<	<	X
cet-15676	127	26	forbes.com/councils/forbestechcouncil/2022/05/03	forbes.com/councils/forbestechcouncil/2022/05/03	PROPN
cet-15676	127	27	>	>	X
cet-15676	127	28	,	,	PUNCT
cet-15676	127	29	accessed	access	VERB
cet-15676	127	30	20.03.2025	20.03.2025	NUM
cet-15676	127	31	.	.	PUNCT
cet-15676	127	32	heilala	heilala	PROPN
cet-15676	127	33	j.	j.	PROPN
cet-15676	127	34	,	,	PUNCT
cet-15676	127	35	helaakoski	helaakoski	PROPN
cet-15676	127	36	h.	h.	PROPN
cet-15676	127	37	,	,	PUNCT
cet-15676	127	38	kuivanen	kuivanen	PROPN
cet-15676	127	39	r.	r.	PROPN
cet-15676	127	40	,	,	PUNCT
cet-15676	127	41	kääriäinen	kääriäinen	PROPN
cet-15676	127	42	j.	j.	PROPN
cet-15676	127	43	,	,	PUNCT
cet-15676	127	44	saari	saari	PROPN
cet-15676	127	45	l.	l.	PROPN
cet-15676	127	46	,	,	PUNCT
cet-15676	127	47	2020	2020	NUM
cet-15676	127	48	,	,	PUNCT
cet-15676	127	49	a	a	DET
cet-15676	127	50	review	review	NOUN
cet-15676	127	51	of	of	ADP
cet-15676	127	52	digitalisation	digitalisation	NOUN
cet-15676	127	53	in	in	ADP
cet-15676	127	54	the	the	DET
cet-15676	127	55	finnish	finnish	ADJ
cet-15676	127	56	manufacturing	manufacturing	NOUN
cet-15676	127	57	sme	sme	PROPN
cet-15676	127	58	companies	company	NOUN
cet-15676	127	59	,	,	PUNCT
cet-15676	127	60	vtt	vtt	PROPN
cet-15676	127	61	technical	technical	PROPN
cet-15676	127	62	research	research	PROPN
cet-15676	127	63	centre	centre	PROPN
cet-15676	127	64	of	of	ADP
cet-15676	127	65	finland	finland	PROPN
cet-15676	127	66	.	.	PUNCT
cet-15676	128	1	holmström	holmström	PROPN
cet-15676	128	2	j.	j.	PROPN
cet-15676	128	3	,	,	PUNCT
cet-15676	128	4	2022	2022	NUM
cet-15676	128	5	,	,	PUNCT
cet-15676	128	6	from	from	ADP
cet-15676	128	7	ai	ai	VERB
cet-15676	128	8	to	to	ADP
cet-15676	128	9	digital	digital	ADJ
cet-15676	128	10	transformation	transformation	NOUN
cet-15676	128	11	:	:	PUNCT
cet-15676	128	12	the	the	DET
cet-15676	128	13	ai	ai	ADJ
cet-15676	128	14	readiness	readiness	NOUN
cet-15676	128	15	framework	framework	NOUN
cet-15676	128	16	.	.	PUNCT
cet-15676	129	1	business	business	NOUN
cet-15676	129	2	horizons	horizon	NOUN
cet-15676	129	3	,	,	PUNCT
cet-15676	129	4	65(3	65(3	NUM
cet-15676	129	5	)	)	PUNCT
cet-15676	129	6	,	,	PUNCT
cet-15676	129	7	329–339	329–339	NUM
cet-15676	129	8	.	.	PUNCT
cet-15676	130	1	hossnofsky	hossnofsky	PROPN
cet-15676	130	2	v.	v.	PROPN
cet-15676	130	3	,	,	PUNCT
cet-15676	130	4	junge	junge	PROPN
cet-15676	130	5	s.	s.	PROPN
cet-15676	130	6	,	,	PUNCT
cet-15676	130	7	2019	2019	NUM
cet-15676	130	8	,	,	PUNCT
cet-15676	130	9	does	do	VERB
cet-15676	130	10	the	the	DET
cet-15676	130	11	market	market	NOUN
cet-15676	130	12	reward	reward	NOUN
cet-15676	130	13	digitalization	digitalization	NOUN
cet-15676	130	14	efforts	effort	NOUN
cet-15676	130	15	?	?	PUNCT
cet-15676	131	1	evidence	evidence	NOUN
cet-15676	131	2	from	from	ADP
cet-15676	131	3	securities	security	NOUN
cet-15676	131	4	analysts	analyst	NOUN
cet-15676	131	5	’	’	PART
cet-15676	131	6	investment	investment	NOUN
cet-15676	131	7	recommendations	recommendation	NOUN
cet-15676	131	8	.	.	PUNCT
cet-15676	132	1	journal	journal	NOUN
cet-15676	132	2	of	of	ADP
cet-15676	132	3	business	business	NOUN
cet-15676	132	4	economics	economic	NOUN
cet-15676	132	5	,	,	PUNCT
cet-15676	132	6	89(8	89(8	NUM
cet-15676	132	7	)	)	PUNCT
cet-15676	132	8	,	,	PUNCT
cet-15676	132	9	965–994	965–994	NUM
cet-15676	132	10	.	.	PUNCT
cet-15676	133	1	javaid	javaid	PROPN
cet-15676	133	2	m.	m.	PROPN
cet-15676	133	3	,	,	PUNCT
cet-15676	133	4	haleem	haleem	PROPN
cet-15676	133	5	a.	a.	PROPN
cet-15676	133	6	,	,	PUNCT
cet-15676	133	7	singh	singh	PROPN
cet-15676	133	8	r.p	r.p	PROPN
cet-15676	133	9	.	.	PROPN
cet-15676	133	10	,	,	PUNCT
cet-15676	133	11	suman	suman	PROPN
cet-15676	133	12	r.	r.	PROPN
cet-15676	133	13	,	,	PUNCT
cet-15676	133	14	gonzalez	gonzalez	PROPN
cet-15676	133	15	e.s	e.s	PROPN
cet-15676	133	16	.	.	PROPN
cet-15676	133	17	,	,	PUNCT
cet-15676	133	18	2022	2022	NUM
cet-15676	133	19	,	,	PUNCT
cet-15676	133	20	understanding	understand	VERB
cet-15676	133	21	the	the	DET
cet-15676	133	22	adoption	adoption	NOUN
cet-15676	133	23	of	of	ADP
cet-15676	133	24	industry	industry	NOUN
cet-15676	133	25	4.0	4.0	NUM
cet-15676	133	26	technologies	technology	NOUN
cet-15676	133	27	in	in	ADP
cet-15676	133	28	improving	improve	VERB
cet-15676	133	29	environmental	environmental	ADJ
cet-15676	133	30	sustainability	sustainability	NOUN
cet-15676	133	31	.	.	PUNCT
cet-15676	134	1	sustainable	sustainable	ADJ
cet-15676	134	2	operations	operation	NOUN
cet-15676	134	3	and	and	CCONJ
cet-15676	134	4	computers	computer	NOUN
cet-15676	134	5	,	,	PUNCT
cet-15676	134	6	3	3	NUM
cet-15676	134	7	,	,	PUNCT
cet-15676	134	8	203–217	203–217	NUM
cet-15676	134	9	.	.	PUNCT
cet-15676	135	1	kejriwal	kejriwal	PROPN
cet-15676	135	2	m.	m.	PROPN
cet-15676	135	3	(	(	PUNCT
cet-15676	135	4	ed	ed	NOUN
cet-15676	135	5	)	)	PUNCT
cet-15676	135	6	,	,	PUNCT
cet-15676	135	7	2023	2023	NUM
cet-15676	135	8	,	,	PUNCT
cet-15676	135	9	artificial	artificial	ADJ
cet-15676	135	10	intelligence	intelligence	NOUN
cet-15676	135	11	for	for	ADP
cet-15676	135	12	industries	industry	NOUN
cet-15676	135	13	of	of	ADP
cet-15676	135	14	the	the	DET
cet-15676	135	15	future	future	NOUN
cet-15676	135	16	:	:	PUNCT
cet-15676	135	17	beyond	beyond	ADP
cet-15676	135	18	facebook	facebook	NOUN
cet-15676	135	19	,	,	PUNCT
cet-15676	135	20	amazon	amazon	PROPN
cet-15676	135	21	,	,	PUNCT
cet-15676	135	22	microsoft	microsoft	PROPN
cet-15676	135	23	and	and	CCONJ
cet-15676	135	24	google	google	PROPN
cet-15676	135	25	,	,	PUNCT
cet-15676	135	26	springer	springer	NOUN
cet-15676	135	27	,	,	PUNCT
cet-15676	135	28	cham	cham	PROPN
cet-15676	135	29	,	,	PUNCT
cet-15676	135	30	switzerland	switzerland	PROPN
cet-15676	135	31	.	.	PUNCT
cet-15676	136	1	lui	lui	NOUN
cet-15676	136	2	a.k.h	a.k.h	NOUN
cet-15676	136	3	.	.	PROPN
cet-15676	136	4	,	,	PUNCT
cet-15676	136	5	lee	lee	PROPN
cet-15676	136	6	m.c.m	m.c.m	PROPN
cet-15676	136	7	.	.	PROPN
cet-15676	136	8	,	,	PUNCT
cet-15676	136	9	ngai	ngai	PROPN
cet-15676	136	10	e.w.t	e.w.t	PROPN
cet-15676	136	11	.	.	PUNCT
cet-15676	136	12	,	,	PUNCT
cet-15676	136	13	2022	2022	NUM
cet-15676	136	14	,	,	PUNCT
cet-15676	136	15	impact	impact	NOUN
cet-15676	136	16	of	of	ADP
cet-15676	136	17	artificial	artificial	ADJ
cet-15676	136	18	intelligence	intelligence	NOUN
cet-15676	136	19	investment	investment	NOUN
cet-15676	136	20	on	on	ADP
cet-15676	136	21	firm	firm	ADJ
cet-15676	136	22	value	value	NOUN
cet-15676	136	23	.	.	PUNCT
cet-15676	137	1	annals	annal	NOUN
cet-15676	137	2	of	of	ADP
cet-15676	137	3	operations	operation	NOUN
cet-15676	137	4	research	research	NOUN
cet-15676	137	5	,	,	PUNCT
cet-15676	137	6	308	308	NUM
cet-15676	137	7	,	,	PUNCT
cet-15676	137	8	373–388	373–388	NUM
cet-15676	137	9	.	.	PUNCT
cet-15676	137	10	mckinsey	mckinsey	PROPN
cet-15676	137	11	&	&	CCONJ
cet-15676	137	12	company	company	PROPN
cet-15676	137	13	,	,	PUNCT
cet-15676	137	14	2025	2025	NUM
cet-15676	137	15	,	,	PUNCT
cet-15676	137	16	superagency	superagency	NOUN
cet-15676	137	17	in	in	ADP
cet-15676	137	18	the	the	DET
cet-15676	137	19	workplace	workplace	NOUN
cet-15676	137	20	:	:	PUNCT
cet-15676	137	21	empowering	empower	VERB
cet-15676	137	22	people	people	NOUN
cet-15676	137	23	to	to	PART
cet-15676	137	24	unlock	unlock	VERB
cet-15676	137	25	ai	ai	VERB
cet-15676	137	26	’s	’s	NOUN
cet-15676	137	27	full	full	ADJ
cet-15676	137	28	potential	potential	NOUN
cet-15676	137	29	at	at	ADP
cet-15676	137	30	work	work	NOUN
cet-15676	137	31	,	,	PUNCT
cet-15676	137	32	mckinsey	mckinsey	NOUN
cet-15676	137	33	&	&	CCONJ
cet-15676	137	34	company	company	PROPN
cet-15676	137	35	,	,	PUNCT
cet-15676	137	36	united	united	PROPN
cet-15676	137	37	states	states	PROPN
cet-15676	137	38	.	.	PUNCT
cet-15676	138	1	peretz	peretz	PROPN
cet-15676	138	2	-	-	PUNCT
cet-15676	138	3	andersson	andersson	PROPN
cet-15676	138	4	e.	e.	PROPN
cet-15676	138	5	,	,	PUNCT
cet-15676	138	6	tabares	tabares	PROPN
cet-15676	138	7	s.	s.	PROPN
cet-15676	138	8	,	,	PUNCT
cet-15676	138	9	mikalef	mikalef	PROPN
cet-15676	138	10	p.	p.	PROPN
cet-15676	138	11	,	,	PUNCT
cet-15676	138	12	2024	2024	NUM
cet-15676	138	13	,	,	PUNCT
cet-15676	138	14	artificial	artificial	ADJ
cet-15676	138	15	intelligence	intelligence	NOUN
cet-15676	138	16	implementation	implementation	NOUN
cet-15676	138	17	in	in	ADP
cet-15676	138	18	manufacturing	manufacture	VERB
cet-15676	138	19	smes	sme	NOUN
cet-15676	138	20	:	:	PUNCT
cet-15676	138	21	a	a	DET
cet-15676	138	22	resource	resource	NOUN
cet-15676	138	23	orchestration	orchestration	NOUN
cet-15676	138	24	approach	approach	NOUN
cet-15676	138	25	.	.	PUNCT
cet-15676	139	1	international	international	ADJ
cet-15676	139	2	journal	journal	PROPN
cet-15676	139	3	of	of	ADP
cet-15676	139	4	information	information	NOUN
cet-15676	139	5	management	management	NOUN
cet-15676	139	6	,	,	PUNCT
cet-15676	139	7	77	77	NUM
cet-15676	139	8	,	,	PUNCT
cet-15676	139	9	102781	102781	NUM
cet-15676	139	10	.	.	PUNCT
cet-15676	140	1	perifanis	perifanis	PROPN
cet-15676	140	2	n.a	n.a	PROPN
cet-15676	140	3	.	.	PROPN
cet-15676	140	4	,	,	PUNCT
cet-15676	140	5	kitsios	kitsios	PROPN
cet-15676	140	6	f.	f.	PROPN
cet-15676	140	7	,	,	PUNCT
cet-15676	140	8	2023	2023	NUM
cet-15676	140	9	,	,	PUNCT
cet-15676	140	10	investigating	investigate	VERB
cet-15676	140	11	the	the	DET
cet-15676	140	12	influence	influence	NOUN
cet-15676	140	13	of	of	ADP
cet-15676	140	14	artificial	artificial	ADJ
cet-15676	140	15	intelligence	intelligence	NOUN
cet-15676	140	16	on	on	ADP
cet-15676	140	17	business	business	NOUN
cet-15676	140	18	value	value	NOUN
cet-15676	140	19	in	in	ADP
cet-15676	140	20	the	the	DET
cet-15676	140	21	digital	digital	ADJ
cet-15676	140	22	era	era	NOUN
cet-15676	140	23	of	of	ADP
cet-15676	140	24	strategy	strategy	NOUN
cet-15676	140	25	:	:	PUNCT
cet-15676	140	26	a	a	DET
cet-15676	140	27	literature	literature	PROPN
cet-15676	140	28	review	review	NOUN
cet-15676	140	29	,	,	PUNCT
cet-15676	140	30	information	information	NOUN
cet-15676	140	31	,	,	PUNCT
cet-15676	140	32	14(2	14(2	NUM
cet-15676	140	33	)	)	PUNCT
cet-15676	140	34	,	,	PUNCT
cet-15676	140	35	85	85	NUM
cet-15676	140	36	.	.	PUNCT
cet-15676	141	1	rodriguez	rodriguez	PROPN
cet-15676	141	2	d.r	d.r	PROPN
cet-15676	141	3	.	.	PROPN
cet-15676	141	4	,	,	PUNCT
cet-15676	141	5	medini	medini	PROPN
cet-15676	141	6	k.	k.	PROPN
cet-15676	141	7	,	,	PUNCT
cet-15676	141	8	wuest	wu	ADJ
cet-15676	141	9	t.	t.	NOUN
cet-15676	141	10	,	,	PUNCT
cet-15676	141	11	2022	2022	NUM
cet-15676	141	12	,	,	PUNCT
cet-15676	141	13	a	a	DET
cet-15676	141	14	dmaic	dmaic	ADJ
cet-15676	141	15	framework	framework	NOUN
cet-15676	141	16	to	to	PART
cet-15676	141	17	improve	improve	VERB
cet-15676	141	18	quality	quality	NOUN
cet-15676	141	19	and	and	CCONJ
cet-15676	141	20	sustainability	sustainability	NOUN
cet-15676	141	21	in	in	ADP
cet-15676	141	22	additive	additive	ADJ
cet-15676	141	23	manufacturing	manufacturing	NOUN
cet-15676	141	24	—	—	PUNCT
cet-15676	141	25	a	a	DET
cet-15676	141	26	case	case	NOUN
cet-15676	141	27	study	study	NOUN
cet-15676	141	28	.	.	PUNCT
cet-15676	142	1	sustainability	sustainability	NOUN
cet-15676	142	2	,	,	PUNCT
cet-15676	142	3	14(1	14(1	NUM
cet-15676	142	4	)	)	PUNCT
cet-15676	142	5	,	,	PUNCT
cet-15676	142	6	581	581	NUM
cet-15676	142	7	.	.	PUNCT
cet-15676	142	8	rosing	rose	VERB
cet-15676	142	9	m.	m.	PROPN
cet-15676	142	10	von	von	PROPN
cet-15676	142	11	,	,	PUNCT
cet-15676	142	12	scheer	scheer	PROPN
cet-15676	142	13	a.-w	a.-w	PROPN
cet-15676	142	14	.	.	PUNCT
cet-15676	142	15	,	,	PUNCT
cet-15676	142	16	zachman	zachman	NOUN
cet-15676	142	17	j.a	j.a	PROPN
cet-15676	142	18	.	.	PROPN
cet-15676	142	19	,	,	PUNCT
cet-15676	143	1	jones	jones	PROPN
cet-15676	143	2	d.t	d.t	PROPN
cet-15676	143	3	.	.	PROPN
cet-15676	143	4	,	,	PUNCT
cet-15676	143	5	womack	womack	PROPN
cet-15676	143	6	j.p	j.p	PROPN
cet-15676	143	7	.	.	PROPN
cet-15676	143	8	,	,	PUNCT
cet-15676	143	9	von	von	PROPN
cet-15676	143	10	scheel	scheel	PROPN
cet-15676	143	11	h.	h.	PROPN
cet-15676	143	12	,	,	PUNCT
cet-15676	143	13	2015	2015	NUM
cet-15676	143	14	,	,	PUNCT
cet-15676	143	15	phase	phase	NOUN
cet-15676	143	16	3	3	NUM
cet-15676	143	17	:	:	PUNCT
cet-15676	143	18	process	process	NOUN
cet-15676	143	19	concept	concept	NOUN
cet-15676	143	20	evolution	evolution	NOUN
cet-15676	143	21	.	.	PUNCT
cet-15676	144	1	chapter	chapter	NOUN
cet-15676	144	2	in	in	ADP
cet-15676	144	3	:	:	PUNCT
cet-15676	144	4	rosing	rose	VERB
cet-15676	144	5	m.	m.	PROPN
cet-15676	144	6	von	von	PROPN
cet-15676	144	7	,	,	PUNCT
cet-15676	144	8	scheer	scheer	PROPN
cet-15676	144	9	a.-w	a.-w	PROPN
cet-15676	144	10	.	.	PUNCT
cet-15676	144	11	,	,	PUNCT
cet-15676	144	12	von	von	PROPN
cet-15676	144	13	scheel	scheel	PROPN
cet-15676	144	14	h.	h.	PROPN
cet-15676	144	15	(	(	PUNCT
cet-15676	144	16	eds	eds	PROPN
cet-15676	144	17	.	.	PUNCT
cet-15676	144	18	)	)	PUNCT
cet-15676	144	19	,	,	PUNCT
cet-15676	144	20	the	the	DET
cet-15676	144	21	complete	complete	ADJ
cet-15676	144	22	business	business	NOUN
cet-15676	144	23	process	process	NOUN
cet-15676	144	24	handbook	handbook	NOUN
cet-15676	144	25	,	,	PUNCT
cet-15676	144	26	morgan	morgan	PROPN
cet-15676	144	27	kaufmann	kaufmann	PROPN
cet-15676	144	28	,	,	PUNCT
cet-15676	144	29	pp	pp	X
cet-15676	144	30	.	.	PUNCT
cet-15676	145	1	37–77	37–77	NUM
cet-15676	145	2	.	.	PUNCT
cet-15676	146	1	ross	ross	PROPN
cet-15676	146	2	g.	g.	PROPN
cet-15676	146	3	,	,	PUNCT
cet-15676	146	4	jess	jess	PROPN
cet-15676	146	5	w.	w.	PROPN
cet-15676	146	6	,	,	PUNCT
cet-15676	146	7	2022	2022	NUM
cet-15676	146	8	,	,	PUNCT
cet-15676	146	9	the	the	DET
cet-15676	146	10	transformative	transformative	ADJ
cet-15676	146	11	potential	potential	NOUN
cet-15676	146	12	of	of	ADP
cet-15676	146	13	artificial	artificial	ADJ
cet-15676	146	14	intelligence	intelligence	NOUN
cet-15676	146	15	.	.	PUNCT
cet-15676	147	1	futures	future	NOUN
cet-15676	147	2	,	,	PUNCT
cet-15676	147	3	135	135	NUM
cet-15676	147	4	,	,	PUNCT
cet-15676	147	5	102884	102884	NUM
cet-15676	147	6	.	.	PUNCT
cet-15676	148	1	saad	saad	PROPN
cet-15676	148	2	m.s	m.s	PROPN
cet-15676	148	3	.	.	PROPN
cet-15676	148	4	,	,	PUNCT
cet-15676	148	5	bahadori	bahadori	PROPN
cet-15676	148	6	r.	r.	PROPN
cet-15676	148	7	,	,	PUNCT
cet-15676	148	8	khamkham	khamkham	PROPN
cet-15676	148	9	m.	m.	NOUN
cet-15676	148	10	,	,	PUNCT
cet-15676	148	11	adi	adi	PROPN
cet-15676	148	12	k.	k.	PROPN
cet-15676	148	13	,	,	PUNCT
cet-15676	148	14	2024	2024	NUM
cet-15676	148	15	,	,	PUNCT
cet-15676	148	16	the	the	DET
cet-15676	148	17	impact	impact	NOUN
cet-15676	148	18	of	of	ADP
cet-15676	148	19	the	the	DET
cet-15676	148	20	digital	digital	ADJ
cet-15676	148	21	era	era	NOUN
cet-15676	148	22	on	on	ADP
cet-15676	148	23	the	the	DET
cet-15676	148	24	implementation	implementation	NOUN
cet-15676	148	25	of	of	ADP
cet-15676	148	26	the	the	DET
cet-15676	148	27	traditional	traditional	ADJ
cet-15676	148	28	six	six	NUM
cet-15676	148	29	-	-	PUNCT
cet-15676	148	30	sigma	sigma	PROPN
cet-15676	148	31	dmaica	dmaica	PROPN
cet-15676	148	32	new	new	PROPN
cet-15676	148	33	dmaise	dmaise	PROPN
cet-15676	148	34	cycle	cycle	NOUN
cet-15676	148	35	development	development	NOUN
cet-15676	148	36	.	.	PUNCT
cet-15676	149	1	international	international	ADJ
cet-15676	149	2	journal	journal	PROPN
cet-15676	149	3	of	of	ADP
cet-15676	149	4	industrial	industrial	ADJ
cet-15676	149	5	engineering	engineering	NOUN
cet-15676	149	6	:	:	PUNCT
cet-15676	149	7	theory	theory	NOUN
cet-15676	149	8	,	,	PUNCT
cet-15676	149	9	applications	application	NOUN
cet-15676	149	10	and	and	CCONJ
cet-15676	149	11	practice	practice	NOUN
cet-15676	149	12	,	,	PUNCT
cet-15676	149	13	31(1	31(1	NUM
cet-15676	149	14	)	)	PUNCT
cet-15676	149	15	.	.	PUNCT
cet-15676	150	1	truant	truant	PROPN
cet-15676	150	2	e.	e.	PROPN
cet-15676	150	3	,	,	PUNCT
cet-15676	150	4	broccardo	broccardo	PROPN
cet-15676	150	5	l.	l.	PROPN
cet-15676	150	6	,	,	PUNCT
cet-15676	150	7	dana	dana	PROPN
cet-15676	150	8	l.p	l.p	PROPN
cet-15676	150	9	.	.	PROPN
cet-15676	150	10	,	,	PUNCT
cet-15676	150	11	2021	2021	NUM
cet-15676	150	12	,	,	PUNCT
cet-15676	150	13	digitalisation	digitalisation	NOUN
cet-15676	150	14	boosts	boost	VERB
cet-15676	150	15	company	company	NOUN
cet-15676	150	16	performance	performance	NOUN
cet-15676	150	17	:	:	PUNCT
cet-15676	150	18	an	an	DET
cet-15676	150	19	overview	overview	NOUN
cet-15676	150	20	of	of	ADP
cet-15676	150	21	italian	italian	ADJ
cet-15676	150	22	listed	list	VERB
cet-15676	150	23	companies	company	NOUN
cet-15676	150	24	.	.	PUNCT
cet-15676	151	1	technological	technological	ADJ
cet-15676	151	2	forecasting	forecasting	NOUN
cet-15676	151	3	and	and	CCONJ
cet-15676	151	4	social	social	ADJ
cet-15676	151	5	change	change	NOUN
cet-15676	151	6	,	,	PUNCT
cet-15676	151	7	173	173	NUM
cet-15676	151	8	,	,	PUNCT
cet-15676	151	9	121173	121173	NUM
cet-15676	151	10	.	.	PUNCT
cet-15676	152	1	van	van	PROPN
cet-15676	152	2	noordt	noordt	PROPN
cet-15676	152	3	c.	c.	PROPN
cet-15676	152	4	,	,	PUNCT
cet-15676	152	5	misuraca	misuraca	PROPN
cet-15676	152	6	g.	g.	PROPN
cet-15676	152	7	,	,	PUNCT
cet-15676	152	8	2022	2022	NUM
cet-15676	152	9	,	,	PUNCT
cet-15676	152	10	artificial	artificial	ADJ
cet-15676	152	11	intelligence	intelligence	NOUN
cet-15676	152	12	for	for	ADP
cet-15676	152	13	the	the	DET
cet-15676	152	14	public	public	ADJ
cet-15676	152	15	sector	sector	NOUN
cet-15676	152	16	:	:	PUNCT
cet-15676	152	17	results	result	NOUN
cet-15676	152	18	of	of	ADP
cet-15676	152	19	landscaping	landscape	VERB
cet-15676	152	20	the	the	DET
cet-15676	152	21	use	use	NOUN
cet-15676	152	22	of	of	ADP
cet-15676	152	23	ai	ai	NOUN
cet-15676	152	24	in	in	ADP
cet-15676	152	25	government	government	NOUN
cet-15676	152	26	across	across	ADP
cet-15676	152	27	the	the	DET
cet-15676	152	28	european	european	PROPN
cet-15676	152	29	union	union	PROPN
cet-15676	152	30	.	.	PUNCT
cet-15676	153	1	government	government	NOUN
cet-15676	153	2	information	information	NOUN
cet-15676	153	3	quarterly	quarterly	ADV
cet-15676	153	4	,	,	PUNCT
cet-15676	153	5	39(3	39(3	NUM
cet-15676	153	6	)	)	PUNCT
cet-15676	153	7	,	,	PUNCT
cet-15676	153	8	101714	101714	NUM
cet-15676	153	9	.	.	PUNCT
cet-15676	154	1	306	306	NUM
cet-15676	154	2	0152.pdf	0152.pdf	NOUN
cet-15676	154	3	digitalisation	digitalisation	NOUN
cet-15676	154	4	:	:	PUNCT
cet-15676	154	5	the	the	DET
cet-15676	154	6	missing	missing	ADJ
cet-15676	154	7	step	step	NOUN
cet-15676	154	8	before	before	ADP
cet-15676	154	9	ai	ai	VERB
cet-15676	154	10	in	in	ADP
cet-15676	154	11	industry	industry	NOUN
cet-15676	154	12	4.0	4.0	NUM