id	sid	tid	token	lemma	pos
cana-6187	1	1	communications	communication	NOUN
cana-6187	1	2	on	on	ADP
cana-6187	1	3	applied	apply	VERB
cana-6187	1	4	nonlinear	nonlinear	ADJ
cana-6187	1	5	analysis	analysis	NOUN
cana-6187	1	6	issn	issn	NOUN
cana-6187	1	7	:	:	PUNCT
cana-6187	1	8	1074	1074	NUM
cana-6187	1	9	-	-	PUNCT
cana-6187	1	10	133x	133x	NUM
cana-6187	1	11	vol	vol	NOUN
cana-6187	1	12	32	32	NUM
cana-6187	1	13	no	no	NOUN
cana-6187	1	14	.	.	NOUN
cana-6187	1	15	1	1	NUM
cana-6187	1	16	(	(	PUNCT
cana-6187	1	17	2025	2025	NUM
cana-6187	1	18	)	)	PUNCT
cana-6187	1	19	669	669	NUM
cana-6187	1	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-6187	1	21	the	the	DET
cana-6187	1	22	role	role	NOUN
cana-6187	1	23	of	of	ADP
cana-6187	1	24	ai	ai	NOUN
cana-6187	1	25	-	-	PUNCT
cana-6187	1	26	based	base	VERB
cana-6187	1	27	crm	crm	NOUN
cana-6187	1	28	systems	system	NOUN
cana-6187	1	29	in	in	ADP
cana-6187	1	30	revolutionizing	revolutionize	VERB
cana-6187	1	31	fintech	fintech	NOUN
cana-6187	1	32	customer	customer	NOUN
cana-6187	1	33	experience	experience	PROPN
cana-6187	1	34	1st	1st	PROPN
cana-6187	1	35	dr	dr	PROPN
cana-6187	1	36	.	.	PROPN
cana-6187	1	37	jayashree	jayashree	PROPN
cana-6187	1	38	swapnil	swapnil	PROPN
cana-6187	1	39	patil	patil	PROPN
cana-6187	1	40	assistant	assistant	PROPN
cana-6187	1	41	professor	professor	NOUN
cana-6187	1	42	,	,	PUNCT
cana-6187	1	43	mca	mca	PROPN
cana-6187	1	44	department	department	PROPN
cana-6187	1	45	mes	mes	PROPN
cana-6187	1	46	institute	institute	PROPN
cana-6187	1	47	of	of	ADP
cana-6187	1	48	management	management	NOUN
cana-6187	1	49	and	and	CCONJ
cana-6187	1	50	career	career	NOUN
cana-6187	1	51	courses	course	NOUN
cana-6187	1	52	(	(	PUNCT
cana-6187	1	53	imcc	imcc	ADJ
cana-6187	1	54	)	)	PUNCT
cana-6187	1	55	,	,	PUNCT
cana-6187	1	56	pune	pune	NOUN
cana-6187	1	57	,	,	PUNCT
cana-6187	1	58	maharashtra	maharashtra	PROPN
cana-6187	1	59	,	,	PUNCT
cana-6187	1	60	india	india	PROPN
cana-6187	1	61	jsp.imcc@mespune.in	jsp.imcc@mespune.in	PROPN
cana-6187	1	62	2nd	2nd	PROPN
cana-6187	1	63	dr	dr	PROPN
cana-6187	1	64	.	.	PROPN
cana-6187	1	65	girish	girish	PROPN
cana-6187	1	66	ashok	ashok	PROPN
cana-6187	1	67	bodhankar	bodhankar	PROPN
cana-6187	1	68	associate	associate	PROPN
cana-6187	1	69	professor	professor	PROPN
cana-6187	1	70	,	,	PUNCT
cana-6187	1	71	mba	mba	PROPN
cana-6187	1	72	department	department	PROPN
cana-6187	1	73	mes	mes	PROPN
cana-6187	1	74	institute	institute	PROPN
cana-6187	1	75	of	of	ADP
cana-6187	1	76	management	management	NOUN
cana-6187	1	77	and	and	CCONJ
cana-6187	1	78	career	career	NOUN
cana-6187	1	79	courses	course	NOUN
cana-6187	1	80	(	(	PUNCT
cana-6187	1	81	imcc	imcc	ADJ
cana-6187	1	82	)	)	PUNCT
cana-6187	1	83	,	,	PUNCT
cana-6187	1	84	pune	pune	NOUN
cana-6187	1	85	,	,	PUNCT
cana-6187	1	86	maharashtra	maharashtra	PROPN
cana-6187	1	87	,	,	PUNCT
cana-6187	1	88	india	india	PROPN
cana-6187	1	89	gab.imccmba@mespune.in	gab.imccmba@mespune.in	PART
cana-6187	1	90	3rd	3rd	PROPN
cana-6187	1	91	dr	dr	PROPN
cana-6187	1	92	.	.	PROPN
cana-6187	1	93	shweta	shweta	PROPN
cana-6187	1	94	meshram	meshram	PROPN
cana-6187	1	95	associate	associate	PROPN
cana-6187	1	96	professor	professor	NOUN
cana-6187	1	97	,	,	PUNCT
cana-6187	1	98	mca	mca	PROPN
cana-6187	1	99	department	department	PROPN
cana-6187	1	100	mes	mes	PROPN
cana-6187	1	101	institute	institute	PROPN
cana-6187	1	102	of	of	ADP
cana-6187	1	103	management	management	NOUN
cana-6187	1	104	and	and	CCONJ
cana-6187	1	105	career	career	NOUN
cana-6187	1	106	courses	course	NOUN
cana-6187	1	107	(	(	PUNCT
cana-6187	1	108	imcc	imcc	ADJ
cana-6187	1	109	)	)	PUNCT
cana-6187	1	110	,	,	PUNCT
cana-6187	1	111	pune	pune	NOUN
cana-6187	1	112	,	,	PUNCT
cana-6187	1	113	maharashtra	maharashtra	PROPN
cana-6187	1	114	,	,	PUNCT
cana-6187	1	115	india	india	PROPN
cana-6187	1	116	sdm.imcc@mespune.in	sdm.imcc@mespune.in	PART
cana-6187	1	117	article	article	NOUN
cana-6187	1	118	history	history	NOUN
cana-6187	1	119	:	:	PUNCT
cana-6187	1	120	received	receive	VERB
cana-6187	1	121	:	:	PUNCT
cana-6187	1	122	02/02/2025	02/02/2025	NUM
cana-6187	1	123	revised	revise	VERB
cana-6187	1	124	:	:	PUNCT
cana-6187	1	125	15/03/2025	15/03/2025	NUM
cana-6187	1	126	accepted	accept	VERB
cana-6187	1	127	:	:	PUNCT
cana-6187	1	128	25/03/2025	25/03/2025	NUM
cana-6187	1	129	abstract	abstract	NOUN
cana-6187	1	130	:	:	PUNCT
cana-6187	1	131	the	the	DET
cana-6187	1	132	introduction	introduction	NOUN
cana-6187	1	133	of	of	ADP
cana-6187	1	134	artificial	artificial	ADJ
cana-6187	1	135	intelligence	intelligence	NOUN
cana-6187	1	136	using	use	VERB
cana-6187	1	137	customer	customer	NOUN
cana-6187	1	138	relationship	relationship	NOUN
cana-6187	1	139	management	management	NOUN
cana-6187	1	140	systems	system	NOUN
cana-6187	1	141	is	be	AUX
cana-6187	1	142	redefining	redefine	VERB
cana-6187	1	143	the	the	DET
cana-6187	1	144	fintech	fintech	NOUN
cana-6187	1	145	sector	sector	NOUN
cana-6187	1	146	,	,	PUNCT
cana-6187	1	147	revolutionizing	revolutionize	VERB
cana-6187	1	148	how	how	SCONJ
cana-6187	1	149	organizations	organization	NOUN
cana-6187	1	150	communicate	communicate	VERB
cana-6187	1	151	with	with	ADP
cana-6187	1	152	clients	client	NOUN
cana-6187	1	153	and	and	CCONJ
cana-6187	1	154	maintain	maintain	VERB
cana-6187	1	155	relationships	relationship	NOUN
cana-6187	1	156	.	.	PUNCT
cana-6187	2	1	this	this	DET
cana-6187	2	2	paper	paper	NOUN
cana-6187	2	3	explores	explore	VERB
cana-6187	2	4	the	the	DET
cana-6187	2	5	significant	significant	ADJ
cana-6187	2	6	impact	impact	NOUN
cana-6187	2	7	of	of	ADP
cana-6187	2	8	ai	ai	NOUN
cana-6187	2	9	-	-	PUNCT
cana-6187	2	10	based	base	VERB
cana-6187	2	11	crm	crm	NOUN
cana-6187	2	12	techniques	technique	NOUN
cana-6187	2	13	on	on	ADP
cana-6187	2	14	enhancing	enhance	VERB
cana-6187	2	15	customer	customer	NOUN
cana-6187	2	16	experience	experience	NOUN
cana-6187	2	17	in	in	ADP
cana-6187	2	18	the	the	DET
cana-6187	2	19	fintech	fintech	NOUN
cana-6187	2	20	industry	industry	NOUN
cana-6187	2	21	.	.	PUNCT
cana-6187	3	1	by	by	ADP
cana-6187	3	2	leveraging	leverage	VERB
cana-6187	3	3	aidriven	aidriven	ADJ
cana-6187	3	4	insights	insight	NOUN
cana-6187	3	5	and	and	CCONJ
cana-6187	3	6	automation	automation	NOUN
cana-6187	3	7	,	,	PUNCT
cana-6187	3	8	fintech	fintech	NOUN
cana-6187	3	9	companies	company	NOUN
cana-6187	3	10	can	can	AUX
cana-6187	3	11	offer	offer	VERB
cana-6187	3	12	personalized	personalize	VERB
cana-6187	3	13	financial	financial	ADJ
cana-6187	3	14	services	service	NOUN
cana-6187	3	15	,	,	PUNCT
cana-6187	3	16	streamline	streamline	VERB
cana-6187	3	17	customer	customer	NOUN
cana-6187	3	18	support	support	NOUN
cana-6187	3	19	,	,	PUNCT
cana-6187	3	20	and	and	CCONJ
cana-6187	3	21	ensure	ensure	VERB
cana-6187	3	22	regulatory	regulatory	ADJ
cana-6187	3	23	compliance	compliance	NOUN
cana-6187	3	24	.	.	PUNCT
cana-6187	4	1	the	the	DET
cana-6187	4	2	integration	integration	NOUN
cana-6187	4	3	of	of	ADP
cana-6187	4	4	ai	ai	NOUN
cana-6187	4	5	-	-	PUNCT
cana-6187	4	6	based	base	VERB
cana-6187	4	7	crm	crm	NOUN
cana-6187	4	8	solutions	solution	NOUN
cana-6187	4	9	enables	enable	VERB
cana-6187	4	10	real	real	ADJ
cana-6187	4	11	-	-	PUNCT
cana-6187	4	12	time	time	NOUN
cana-6187	4	13	data	datum	NOUN
cana-6187	4	14	analysis	analysis	NOUN
cana-6187	4	15	,	,	PUNCT
cana-6187	4	16	predictive	predictive	ADJ
cana-6187	4	17	modelling	modelling	NOUN
cana-6187	4	18	,	,	PUNCT
cana-6187	4	19	and	and	CCONJ
cana-6187	4	20	proactive	proactive	ADJ
cana-6187	4	21	engagement	engagement	NOUN
cana-6187	4	22	,	,	PUNCT
cana-6187	4	23	resulting	result	VERB
cana-6187	4	24	in	in	ADP
cana-6187	4	25	improved	improved	ADJ
cana-6187	4	26	customer	customer	NOUN
cana-6187	4	27	satisfaction	satisfaction	NOUN
cana-6187	4	28	and	and	CCONJ
cana-6187	4	29	loyalty	loyalty	NOUN
cana-6187	4	30	.	.	PUNCT
cana-6187	5	1	this	this	DET
cana-6187	5	2	study	study	NOUN
cana-6187	5	3	covers	cover	VERB
cana-6187	5	4	the	the	DET
cana-6187	5	5	fundamental	fundamental	ADJ
cana-6187	5	6	advantages	advantage	NOUN
cana-6187	5	7	,	,	PUNCT
cana-6187	5	8	constraints	constraint	NOUN
cana-6187	5	9	,	,	PUNCT
cana-6187	5	10	and	and	CCONJ
cana-6187	5	11	future	future	ADJ
cana-6187	5	12	trends	trend	NOUN
cana-6187	5	13	of	of	ADP
cana-6187	5	14	ai	ai	NOUN
cana-6187	5	15	-	-	PUNCT
cana-6187	5	16	based	base	VERB
cana-6187	5	17	crm	crm	NOUN
cana-6187	5	18	systems	system	NOUN
cana-6187	5	19	in	in	ADP
cana-6187	5	20	fintech	fintech	NOUN
cana-6187	5	21	,	,	PUNCT
cana-6187	5	22	offering	offer	VERB
cana-6187	5	23	a	a	DET
cana-6187	5	24	complete	complete	ADJ
cana-6187	5	25	knowledge	knowledge	NOUN
cana-6187	5	26	of	of	ADP
cana-6187	5	27	how	how	SCONJ
cana-6187	5	28	these	these	DET
cana-6187	5	29	technologies	technology	NOUN
cana-6187	5	30	are	be	AUX
cana-6187	5	31	transforming	transform	VERB
cana-6187	5	32	the	the	DET
cana-6187	5	33	industry	industry	NOUN
cana-6187	5	34	's	's	PART
cana-6187	5	35	customer	customer	NOUN
cana-6187	5	36	experience	experience	NOUN
cana-6187	5	37	landscape	landscape	NOUN
cana-6187	5	38	.	.	PUNCT
cana-6187	6	1	keywordsai	keywordsai	ADJ
cana-6187	6	2	,	,	PUNCT
cana-6187	6	3	fintech	fintech	NOUN
cana-6187	6	4	,	,	PUNCT
cana-6187	6	5	crm	crm	PROPN
cana-6187	6	6	,	,	PUNCT
cana-6187	6	7	customer	customer	NOUN
cana-6187	6	8	engagement	engagement	NOUN
cana-6187	6	9	,	,	PUNCT
cana-6187	6	10	innovation	innovation	NOUN
cana-6187	7	1	i	i	PRON
cana-6187	7	2	introduction	introduction	VERB
cana-6187	7	3	the	the	DET
cana-6187	7	4	fintech	fintech	NOUN
cana-6187	7	5	business	business	NOUN
cana-6187	7	6	has	have	AUX
cana-6187	7	7	experienced	experience	VERB
cana-6187	7	8	extraordinary	extraordinary	ADJ
cana-6187	7	9	growth	growth	NOUN
cana-6187	7	10	and	and	CCONJ
cana-6187	7	11	innovation	innovation	NOUN
cana-6187	7	12	in	in	ADP
cana-6187	7	13	recent	recent	ADJ
cana-6187	7	14	years	year	NOUN
cana-6187	7	15	,	,	PUNCT
cana-6187	7	16	driven	drive	VERB
cana-6187	7	17	by	by	ADP
cana-6187	7	18	the	the	DET
cana-6187	7	19	rapid	rapid	ADJ
cana-6187	7	20	progression	progression	NOUN
cana-6187	7	21	in	in	ADP
cana-6187	7	22	technology	technology	NOUN
cana-6187	7	23	with	with	ADP
cana-6187	7	24	changing	change	VERB
cana-6187	7	25	consumer	consumer	NOUN
cana-6187	7	26	expectations	expectation	NOUN
cana-6187	7	27	.	.	PUNCT
cana-6187	8	1	the	the	DET
cana-6187	8	2	most	most	ADV
cana-6187	8	3	impactful	impactful	ADJ
cana-6187	8	4	mailto:jsp.imcc@mespune.in	mailto:jsp.imcc@mespune.in	NOUN
cana-6187	8	5	mailto:gab.imccmba@mespune.in	mailto:gab.imccmba@mespune.in	PRON
cana-6187	8	6	mailto:sdm.imcc@mespune.in	mailto:sdm.imcc@mespune.in	VERB
cana-6187	8	7	communications	communication	NOUN
cana-6187	8	8	on	on	ADP
cana-6187	8	9	applied	apply	VERB
cana-6187	8	10	nonlinear	nonlinear	ADJ
cana-6187	8	11	analysis	analysis	NOUN
cana-6187	8	12	issn	issn	NOUN
cana-6187	8	13	:	:	PUNCT
cana-6187	8	14	1074	1074	NUM
cana-6187	8	15	-	-	PUNCT
cana-6187	8	16	133x	133x	NUM
cana-6187	8	17	vol	vol	NOUN
cana-6187	8	18	32	32	NUM
cana-6187	8	19	no	no	NOUN
cana-6187	8	20	.	.	NOUN
cana-6187	8	21	1	1	NUM
cana-6187	8	22	(	(	PUNCT
cana-6187	8	23	2025	2025	NUM
cana-6187	8	24	)	)	PUNCT
cana-6187	8	25	670	670	NUM
cana-6187	8	26	https://internationalpubls.com	https://internationalpubls.com	X
cana-6187	8	27	applications	application	NOUN
cana-6187	8	28	of	of	ADP
cana-6187	8	29	ai	ai	NOUN
cana-6187	8	30	in	in	ADP
cana-6187	8	31	fintech	fintech	NOUN
cana-6187	8	32	is	be	AUX
cana-6187	8	33	the	the	DET
cana-6187	8	34	incorporation	incorporation	NOUN
cana-6187	8	35	of	of	ADP
cana-6187	8	36	ai	ai	NOUN
cana-6187	8	37	-	-	PUNCT
cana-6187	8	38	based	base	VERB
cana-6187	8	39	customer	customer	NOUN
cana-6187	8	40	relationship	relationship	NOUN
cana-6187	8	41	management	management	NOUN
cana-6187	8	42	(	(	PUNCT
cana-6187	8	43	crm	crm	NOUN
cana-6187	8	44	)	)	PUNCT
cana-6187	8	45	systems.[12	systems.[12	PROPN
cana-6187	8	46	]	]	X
cana-6187	8	47	the	the	DET
cana-6187	8	48	importance	importance	NOUN
cana-6187	8	49	of	of	ADP
cana-6187	8	50	customer	customer	NOUN
cana-6187	8	51	experience	experience	NOUN
cana-6187	8	52	in	in	ADP
cana-6187	8	53	the	the	DET
cana-6187	8	54	financial	financial	ADJ
cana-6187	8	55	sector	sector	NOUN
cana-6187	8	56	can	can	AUX
cana-6187	8	57	not	not	PART
cana-6187	8	58	be	be	AUX
cana-6187	8	59	overstated	overstate	VERB
cana-6187	8	60	.	.	PUNCT
cana-6187	9	1	with	with	ADP
cana-6187	9	2	increasing	increase	VERB
cana-6187	9	3	competition	competition	NOUN
cana-6187	9	4	and	and	CCONJ
cana-6187	9	5	higher	high	ADJ
cana-6187	9	6	customer	customer	NOUN
cana-6187	9	7	expectations	expectation	NOUN
cana-6187	9	8	,	,	PUNCT
cana-6187	9	9	fintech	fintech	NOUN
cana-6187	9	10	companies	company	NOUN
cana-6187	9	11	must	must	AUX
cana-6187	9	12	prioritize	prioritize	AUX
cana-6187	9	13	delivering	deliver	VERB
cana-6187	9	14	exceptional	exceptional	ADJ
cana-6187	9	15	and	and	CCONJ
cana-6187	9	16	personalized	personalized	ADJ
cana-6187	9	17	experiences	experience	NOUN
cana-6187	9	18	to	to	PART
cana-6187	9	19	retain	retain	VERB
cana-6187	9	20	and	and	CCONJ
cana-6187	9	21	attract	attract	VERB
cana-6187	9	22	customers	customer	NOUN
cana-6187	9	23	.	.	PUNCT
cana-6187	10	1	ai	ai	VERB
cana-6187	10	2	-	-	PUNCT
cana-6187	10	3	based	base	VERB
cana-6187	10	4	crm	crm	NOUN
cana-6187	10	5	systems	system	NOUN
cana-6187	10	6	offer	offer	VERB
cana-6187	10	7	a	a	DET
cana-6187	10	8	strategic	strategic	ADJ
cana-6187	10	9	advantage	advantage	NOUN
cana-6187	10	10	by	by	ADP
cana-6187	10	11	enabling	enable	VERB
cana-6187	10	12	fintech	fintech	NOUN
cana-6187	10	13	companies	company	NOUN
cana-6187	10	14	to	to	PART
cana-6187	10	15	anticipate	anticipate	VERB
cana-6187	10	16	customer	customer	NOUN
cana-6187	10	17	needs	need	NOUN
cana-6187	10	18	,	,	PUNCT
cana-6187	10	19	resolve	resolve	VERB
cana-6187	10	20	issues	issue	NOUN
cana-6187	10	21	proactively	proactively	ADV
cana-6187	10	22	,	,	PUNCT
cana-6187	10	23	and	and	CCONJ
cana-6187	10	24	create	create	VERB
cana-6187	10	25	a	a	DET
cana-6187	10	26	seamless	seamless	ADJ
cana-6187	10	27	and	and	CCONJ
cana-6187	10	28	engaging	engage	VERB
cana-6187	10	29	customer	customer	NOUN
cana-6187	10	30	journey.[14	journey.[14	PROPN
cana-6187	10	31	]	]	PUNCT
cana-6187	11	1	this	this	DET
cana-6187	11	2	paper	paper	NOUN
cana-6187	11	3	explores	explore	VERB
cana-6187	11	4	the	the	DET
cana-6187	11	5	role	role	NOUN
cana-6187	11	6	of	of	ADP
cana-6187	11	7	ai	ai	NOUN
cana-6187	11	8	-	-	PUNCT
cana-6187	11	9	based	base	VERB
cana-6187	11	10	crm	crm	NOUN
cana-6187	11	11	systems	system	NOUN
cana-6187	11	12	in	in	ADP
cana-6187	11	13	revolutionizing	revolutionize	VERB
cana-6187	11	14	the	the	DET
cana-6187	11	15	fintech	fintech	NOUN
cana-6187	11	16	customer	customer	NOUN
cana-6187	11	17	experience	experience	NOUN
cana-6187	11	18	.	.	PUNCT
cana-6187	12	1	it	it	PRON
cana-6187	12	2	examines	examine	VERB
cana-6187	12	3	the	the	DET
cana-6187	12	4	key	key	ADJ
cana-6187	12	5	benefits	benefit	NOUN
cana-6187	12	6	,	,	PUNCT
cana-6187	12	7	challenges	challenge	NOUN
cana-6187	12	8	,	,	PUNCT
cana-6187	12	9	and	and	CCONJ
cana-6187	12	10	future	future	ADJ
cana-6187	12	11	trends	trend	NOUN
cana-6187	12	12	associated	associate	VERB
cana-6187	12	13	with	with	ADP
cana-6187	12	14	these	these	DET
cana-6187	12	15	technologies	technology	NOUN
cana-6187	12	16	,	,	PUNCT
cana-6187	12	17	providing	provide	VERB
cana-6187	12	18	a	a	DET
cana-6187	12	19	comprehensive	comprehensive	ADJ
cana-6187	12	20	understanding	understanding	NOUN
cana-6187	12	21	of	of	ADP
cana-6187	12	22	how	how	SCONJ
cana-6187	12	23	ai	ai	AUX
cana-6187	12	24	-	-	PUNCT
cana-6187	12	25	driven	drive	VERB
cana-6187	12	26	crm	crm	NOUN
cana-6187	12	27	solutions	solution	NOUN
cana-6187	12	28	are	be	AUX
cana-6187	12	29	reshaping	reshape	VERB
cana-6187	12	30	the	the	DET
cana-6187	12	31	landscape	landscape	NOUN
cana-6187	12	32	of	of	ADP
cana-6187	12	33	customer	customer	NOUN
cana-6187	12	34	relationship	relationship	NOUN
cana-6187	12	35	management	management	NOUN
cana-6187	12	36	in	in	ADP
cana-6187	12	37	the	the	DET
cana-6187	12	38	fintech	fintech	NOUN
cana-6187	12	39	industry	industry	NOUN
cana-6187	12	40	.	.	PUNCT
cana-6187	13	1	ii	ii	PROPN
cana-6187	13	2	literature	literature	PROPN
cana-6187	13	3	review	review	NOUN
cana-6187	13	4	in	in	ADP
cana-6187	13	5	recent	recent	ADJ
cana-6187	13	6	years	year	NOUN
cana-6187	13	7	,	,	PUNCT
cana-6187	13	8	the	the	DET
cana-6187	13	9	financial	financial	ADJ
cana-6187	13	10	services	service	NOUN
cana-6187	13	11	industry	industry	NOUN
cana-6187	13	12	has	have	AUX
cana-6187	13	13	witnessed	witness	VERB
cana-6187	13	14	a	a	DET
cana-6187	13	15	transformative	transformative	ADJ
cana-6187	13	16	shift	shift	NOUN
cana-6187	13	17	in	in	ADP
cana-6187	13	18	customer	customer	NOUN
cana-6187	13	19	interaction	interaction	NOUN
cana-6187	13	20	,	,	PUNCT
cana-6187	13	21	driven	drive	VERB
cana-6187	13	22	by	by	ADP
cana-6187	13	23	advancements	advancement	NOUN
cana-6187	13	24	in	in	ADP
cana-6187	13	25	artificial	artificial	ADJ
cana-6187	13	26	intelligence	intelligence	NOUN
cana-6187	13	27	(	(	PUNCT
cana-6187	13	28	ai	ai	NOUN
cana-6187	13	29	)	)	PUNCT
cana-6187	13	30	and	and	CCONJ
cana-6187	13	31	its	its	PRON
cana-6187	13	32	integration	integration	NOUN
cana-6187	13	33	into	into	ADP
cana-6187	13	34	financial	financial	ADJ
cana-6187	13	35	technology	technology	NOUN
cana-6187	13	36	(	(	PUNCT
cana-6187	13	37	fintech)[2	fintech)[2	X
cana-6187	13	38	]	]	PUNCT
cana-6187	13	39	these	these	DET
cana-6187	13	40	technologies	technology	NOUN
cana-6187	13	41	have	have	AUX
cana-6187	13	42	revolutionized	revolutionize	VERB
cana-6187	13	43	the	the	DET
cana-6187	13	44	way	way	NOUN
cana-6187	13	45	banks	bank	NOUN
cana-6187	13	46	and	and	CCONJ
cana-6187	13	47	financial	financial	ADJ
cana-6187	13	48	institutions	institution	NOUN
cana-6187	13	49	interact	interact	VERB
cana-6187	13	50	with	with	ADP
cana-6187	13	51	their	their	PRON
cana-6187	13	52	customers	customer	NOUN
cana-6187	13	53	,	,	PUNCT
cana-6187	13	54	offering	offer	VERB
cana-6187	13	55	efficient	efficient	ADJ
cana-6187	13	56	and	and	CCONJ
cana-6187	13	57	personalized	personalized	ADJ
cana-6187	13	58	banking	banking	NOUN
cana-6187	13	59	support	support	NOUN
cana-6187	13	60	roundthe	roundthe	NOUN
cana-6187	13	61	-	-	PUNCT
cana-6187	13	62	clock.[25][26	clock.[25][26	ADJ
cana-6187	13	63	]	]	X
cana-6187	13	64	ai	ai	ADJ
cana-6187	13	65	-	-	PUNCT
cana-6187	13	66	enhanced	enhance	VERB
cana-6187	13	67	fintech	fintech	NOUN
cana-6187	13	68	communication	communication	NOUN
cana-6187	13	69	leverages	leverage	NOUN
cana-6187	13	70	chatbots	chatbot	NOUN
cana-6187	13	71	,	,	PUNCT
cana-6187	13	72	which	which	PRON
cana-6187	13	73	are	be	AUX
cana-6187	13	74	ai	ai	ADJ
cana-6187	13	75	-	-	PUNCT
cana-6187	13	76	powered	powered	ADJ
cana-6187	13	77	virtual	virtual	ADJ
cana-6187	13	78	assistants	assistant	NOUN
cana-6187	13	79	capable	capable	ADJ
cana-6187	13	80	of	of	ADP
cana-6187	13	81	engaging	engage	VERB
cana-6187	13	82	in	in	ADP
cana-6187	13	83	natural	natural	ADJ
cana-6187	13	84	language	language	NOUN
cana-6187	13	85	conversations	conversation	NOUN
cana-6187	13	86	with	with	ADP
cana-6187	13	87	users	user	NOUN
cana-6187	13	88	,	,	PUNCT
cana-6187	13	89	and	and	CCONJ
cana-6187	13	90	nlp	nlp	NOUN
cana-6187	13	91	,	,	PUNCT
cana-6187	13	92	which	which	PRON
cana-6187	13	93	enables	enable	VERB
cana-6187	13	94	machines	machine	NOUN
cana-6187	13	95	to	to	PART
cana-6187	13	96	understand	understand	VERB
cana-6187	13	97	,	,	PUNCT
cana-6187	13	98	interpret	interpret	VERB
cana-6187	13	99	,	,	PUNCT
cana-6187	13	100	and	and	CCONJ
cana-6187	13	101	generate	generate	VERB
cana-6187	13	102	human	human	ADJ
cana-6187	13	103	language.[1	language.[1	NOUN
cana-6187	13	104	]	]	PUNCT
cana-6187	13	105	together	together	ADV
cana-6187	13	106	,	,	PUNCT
cana-6187	13	107	these	these	DET
cana-6187	13	108	technologies	technology	NOUN
cana-6187	13	109	enable	enable	VERB
cana-6187	13	110	banks	bank	NOUN
cana-6187	13	111	to	to	PART
cana-6187	13	112	provide	provide	VERB
cana-6187	13	113	efficient	efficient	ADJ
cana-6187	13	114	,	,	PUNCT
cana-6187	13	115	automated	automate	VERB
cana-6187	13	116	,	,	PUNCT
cana-6187	13	117	and	and	CCONJ
cana-6187	13	118	personalized	personalized	ADJ
cana-6187	13	119	customer	customer	NOUN
cana-6187	13	120	support	support	NOUN
cana-6187	13	121	,	,	PUNCT
cana-6187	13	122	enhancing	enhance	VERB
cana-6187	13	123	the	the	DET
cana-6187	13	124	overall	overall	ADJ
cana-6187	13	125	banking	banking	NOUN
cana-6187	13	126	experience	experience	NOUN
cana-6187	13	127	for	for	ADP
cana-6187	13	128	customers	customer	NOUN
cana-6187	13	129	.	.	PUNCT
cana-6187	14	1	a.	a.	NOUN
cana-6187	14	2	ai	ai	VERB
cana-6187	14	3	driven	drive	VERB
cana-6187	14	4	innovations	innovation	NOUN
cana-6187	14	5	in	in	ADP
cana-6187	14	6	crm	crm	NOUN
cana-6187	14	7	the	the	DET
cana-6187	14	8	combination	combination	NOUN
cana-6187	14	9	of	of	ADP
cana-6187	14	10	ai	ai	NOUN
cana-6187	14	11	and	and	CCONJ
cana-6187	14	12	crm	crm	NOUN
cana-6187	14	13	systems	system	NOUN
cana-6187	14	14	has	have	AUX
cana-6187	14	15	altered	alter	VERB
cana-6187	14	16	how	how	SCONJ
cana-6187	14	17	businesses	business	NOUN
cana-6187	14	18	interact	interact	VERB
cana-6187	14	19	with	with	ADP
cana-6187	14	20	customers	customer	NOUN
cana-6187	14	21	.	.	PUNCT
cana-6187	15	1	aidriven	aidriven	PROPN
cana-6187	15	2	crm	crm	PROPN
cana-6187	15	3	solutions	solution	NOUN
cana-6187	15	4	leverage	leverage	VERB
cana-6187	15	5	advanced	advanced	ADJ
cana-6187	15	6	technologies	technology	NOUN
cana-6187	15	7	like	like	ADP
cana-6187	15	8	machine	machine	NOUN
cana-6187	15	9	learning	learning	NOUN
cana-6187	15	10	,	,	PUNCT
cana-6187	15	11	natural	natural	ADJ
cana-6187	15	12	language	language	NOUN
cana-6187	15	13	processing	processing	NOUN
cana-6187	15	14	and	and	CCONJ
cana-6187	15	15	predictive	predictive	ADJ
cana-6187	15	16	analytics	analytic	NOUN
cana-6187	15	17	to	to	PART
cana-6187	15	18	improve	improve	VERB
cana-6187	15	19	customer	customer	NOUN
cana-6187	15	20	engagement	engagement	NOUN
cana-6187	15	21	,	,	PUNCT
cana-6187	15	22	personalize	personalize	VERB
cana-6187	15	23	experiences	experience	NOUN
cana-6187	15	24	,	,	PUNCT
cana-6187	15	25	and	and	CCONJ
cana-6187	15	26	optimize	optimize	VERB
cana-6187	15	27	business	business	NOUN
cana-6187	15	28	processes	process	NOUN
cana-6187	15	29	.	.	PUNCT
cana-6187	16	1	[	[	X
cana-6187	16	2	6][26	6][26	X
cana-6187	16	3	]	]	X
cana-6187	16	4	key	key	ADJ
cana-6187	16	5	innovations	innovation	NOUN
cana-6187	16	6	●	●	PRON
cana-6187	16	7	predictive	predictive	ADJ
cana-6187	16	8	analytics	analytic	NOUN
cana-6187	16	9	:	:	PUNCT
cana-6187	16	10	ai	ai	NOUN
cana-6187	16	11	-	-	PUNCT
cana-6187	16	12	algorithms	algorithms	NOUN
cana-6187	16	13	analyse	analyse	NOUN
cana-6187	16	14	customer	customer	NOUN
cana-6187	16	15	data	datum	NOUN
cana-6187	16	16	to	to	PART
cana-6187	16	17	predict	predict	VERB
cana-6187	16	18	future	future	ADJ
cana-6187	16	19	behaviours	behaviour	NOUN
cana-6187	16	20	,	,	PUNCT
cana-6187	16	21	enabling	enable	VERB
cana-6187	16	22	businesses	business	NOUN
cana-6187	16	23	to	to	PART
cana-6187	16	24	proactively	proactively	ADV
cana-6187	16	25	address	address	VERB
cana-6187	16	26	customer	customer	NOUN
cana-6187	16	27	needs	need	NOUN
cana-6187	16	28	and	and	CCONJ
cana-6187	16	29	preferences	preference	NOUN
cana-6187	16	30	.	.	PUNCT
cana-6187	17	1	●	●	PUNCT
cana-6187	17	2	personalization	personalization	NOUN
cana-6187	17	3	:	:	PUNCT
cana-6187	17	4	ai	ai	AUX
cana-6187	17	5	-	-	PUNCT
cana-6187	17	6	driven	drive	VERB
cana-6187	17	7	crm	crm	NOUN
cana-6187	17	8	systems	system	NOUN
cana-6187	17	9	offer	offer	VERB
cana-6187	17	10	tailored	tailor	VERB
cana-6187	17	11	endorsements	endorsement	NOUN
cana-6187	17	12	and	and	CCONJ
cana-6187	17	13	communications	communication	NOUN
cana-6187	17	14	based	base	VERB
cana-6187	17	15	on	on	ADP
cana-6187	17	16	distinct	distinct	ADJ
cana-6187	17	17	customer	customer	NOUN
cana-6187	17	18	profiles	profile	NOUN
cana-6187	17	19	,	,	PUNCT
cana-6187	17	20	improving	improve	VERB
cana-6187	17	21	customer	customer	NOUN
cana-6187	17	22	fulfilment	fulfilment	NOUN
cana-6187	17	23	and	and	CCONJ
cana-6187	17	24	faithfulness.[12	faithfulness.[12	NOUN
cana-6187	17	25	]	]	PUNCT
cana-6187	17	26	●	●	NUM
cana-6187	17	27	automated	automate	VERB
cana-6187	17	28	customer	customer	NOUN
cana-6187	17	29	service	service	NOUN
cana-6187	17	30	:	:	PUNCT
cana-6187	17	31	ai	ai	AUX
cana-6187	17	32	based	base	VERB
cana-6187	17	33	virtual	virtual	ADJ
cana-6187	17	34	assistance	assistance	NOUN
cana-6187	17	35	like	like	ADP
cana-6187	17	36	chatbot	chatbot	NOUN
cana-6187	17	37	provide	provide	VERB
cana-6187	17	38	instant	instant	NOUN
cana-6187	17	39	,	,	PUNCT
cana-6187	17	40	roundthe	roundthe	ADJ
cana-6187	17	41	-	-	PUNCT
cana-6187	17	42	clock	clock	NOUN
cana-6187	17	43	customer	customer	NOUN
cana-6187	17	44	support	support	NOUN
cana-6187	17	45	,	,	PUNCT
cana-6187	17	46	reducing	reduce	VERB
cana-6187	17	47	response	response	NOUN
cana-6187	17	48	times	time	NOUN
cana-6187	17	49	and	and	CCONJ
cana-6187	17	50	operational	operational	ADJ
cana-6187	17	51	costs.[11	costs.[11	PROPN
cana-6187	17	52	]	]	PUNCT
cana-6187	17	53	●	●	NUM
cana-6187	17	54	sentiment	sentiment	NOUN
cana-6187	17	55	analysis	analysis	NOUN
cana-6187	17	56	:	:	PUNCT
cana-6187	17	57	ai	ai	VERB
cana-6187	17	58	tools	tool	NOUN
cana-6187	17	59	analyse	analyse	NOUN
cana-6187	17	60	customer	customer	NOUN
cana-6187	17	61	feedback	feedback	NOUN
cana-6187	17	62	and	and	CCONJ
cana-6187	17	63	social	social	ADJ
cana-6187	17	64	media	medium	NOUN
cana-6187	17	65	interactions	interaction	NOUN
cana-6187	17	66	to	to	PART
cana-6187	17	67	gauge	gauge	VERB
cana-6187	17	68	customer	customer	NOUN
cana-6187	17	69	sentiment	sentiment	NOUN
cana-6187	17	70	,	,	PUNCT
cana-6187	17	71	helping	help	VERB
cana-6187	17	72	businesses	business	NOUN
cana-6187	17	73	to	to	PART
cana-6187	17	74	tailor	tailor	VERB
cana-6187	17	75	their	their	PRON
cana-6187	17	76	strategies	strategy	NOUN
cana-6187	17	77	and	and	CCONJ
cana-6187	17	78	improve	improve	VERB
cana-6187	17	79	customer	customer	NOUN
cana-6187	17	80	experiences.[12	experiences.[12	PROPN
cana-6187	17	81	]	]	PUNCT
cana-6187	17	82	communications	communication	NOUN
cana-6187	17	83	on	on	ADP
cana-6187	17	84	applied	apply	VERB
cana-6187	17	85	nonlinear	nonlinear	ADJ
cana-6187	17	86	analysis	analysis	NOUN
cana-6187	17	87	issn	issn	NOUN
cana-6187	17	88	:	:	PUNCT
cana-6187	17	89	1074	1074	NUM
cana-6187	17	90	-	-	PUNCT
cana-6187	17	91	133x	133x	NUM
cana-6187	17	92	vol	vol	NOUN
cana-6187	17	93	32	32	NUM
cana-6187	17	94	no	no	NOUN
cana-6187	17	95	.	.	NOUN
cana-6187	17	96	1	1	NUM
cana-6187	17	97	(	(	PUNCT
cana-6187	17	98	2025	2025	NUM
cana-6187	17	99	)	)	PUNCT
cana-6187	18	1	671	671	NUM
cana-6187	18	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-6187	18	3	b.	b.	NOUN
cana-6187	18	4	the	the	DET
cana-6187	18	5	role	role	NOUN
cana-6187	18	6	of	of	ADP
cana-6187	18	7	ai	ai	VERB
cana-6187	18	8	in	in	ADP
cana-6187	18	9	fintech	fintech	NOUN
cana-6187	18	10	communication	communication	NOUN
cana-6187	18	11	●	●	PUNCT
cana-6187	18	12	artificial	artificial	ADJ
cana-6187	18	13	intelligence	intelligence	NOUN
cana-6187	18	14	is	be	AUX
cana-6187	18	15	converting	convert	VERB
cana-6187	18	16	the	the	DET
cana-6187	18	17	banking	banking	NOUN
cana-6187	18	18	business	business	NOUN
cana-6187	18	19	by	by	ADP
cana-6187	18	20	improving	improve	VERB
cana-6187	18	21	communication	communication	NOUN
cana-6187	18	22	,	,	PUNCT
cana-6187	18	23	operational	operational	ADJ
cana-6187	18	24	efficiencies	efficiency	NOUN
cana-6187	18	25	,	,	PUNCT
cana-6187	18	26	and	and	CCONJ
cana-6187	18	27	client	client	NOUN
cana-6187	18	28	experience	experience	NOUN
cana-6187	18	29	.	.	PUNCT
cana-6187	19	1	[	[	X
cana-6187	19	2	10	10	NUM
cana-6187	19	3	]	]	PUNCT
cana-6187	19	4	.	.	PUNCT
cana-6187	20	1	●	●	PUNCT
cana-6187	20	2	the	the	DET
cana-6187	20	3	development	development	NOUN
cana-6187	20	4	of	of	ADP
cana-6187	20	5	ai	ai	NOUN
cana-6187	20	6	in	in	ADP
cana-6187	20	7	banking	banking	NOUN
cana-6187	20	8	can	can	AUX
cana-6187	20	9	be	be	AUX
cana-6187	20	10	outlined	outline	VERB
cana-6187	20	11	back	back	ADV
cana-6187	20	12	to	to	ADP
cana-6187	20	13	the	the	DET
cana-6187	20	14	early	early	ADJ
cana-6187	20	15	adoption	adoption	NOUN
cana-6187	20	16	of	of	ADP
cana-6187	20	17	rule	rule	NOUN
cana-6187	20	18	-	-	PUNCT
cana-6187	20	19	based	base	VERB
cana-6187	20	20	systems	system	NOUN
cana-6187	20	21	for	for	ADP
cana-6187	20	22	automating	automate	VERB
cana-6187	20	23	routine	routine	ADJ
cana-6187	20	24	tasks	task	NOUN
cana-6187	20	25	like	like	ADP
cana-6187	20	26	fraud	fraud	NOUN
cana-6187	20	27	recognition	recognition	NOUN
cana-6187	20	28	,	,	PUNCT
cana-6187	20	29	risk	risk	NOUN
cana-6187	20	30	assessment	assessment	NOUN
cana-6187	20	31	.	.	PUNCT
cana-6187	21	1	machine	machine	NOUN
cana-6187	21	2	learning	learning	NOUN
cana-6187	21	3	procedures	procedure	NOUN
cana-6187	21	4	are	be	AUX
cana-6187	21	5	a	a	DET
cana-6187	21	6	useful	useful	ADJ
cana-6187	21	7	tool	tool	NOUN
cana-6187	21	8	for	for	SCONJ
cana-6187	21	9	banks	bank	NOUN
cana-6187	21	10	to	to	PART
cana-6187	21	11	extract	extract	VERB
cana-6187	21	12	insights	insight	NOUN
cana-6187	21	13	out	out	ADP
cana-6187	21	14	of	of	ADP
cana-6187	21	15	huge	huge	ADJ
cana-6187	21	16	data	datum	NOUN
cana-6187	21	17	and	and	CCONJ
cana-6187	21	18	make	make	VERB
cana-6187	21	19	data	datum	NOUN
cana-6187	21	20	-	-	PUNCT
cana-6187	21	21	driven	drive	VERB
cana-6187	21	22	decisions	decision	NOUN
cana-6187	21	23	.	.	PUNCT
cana-6187	22	1	[	[	X
cana-6187	22	2	3	3	NUM
cana-6187	22	3	]	]	X
cana-6187	22	4	financial	financial	ADJ
cana-6187	22	5	institutions	institution	NOUN
cana-6187	22	6	'	'	PART
cana-6187	22	7	communications	communication	NOUN
cana-6187	22	8	with	with	ADP
cana-6187	22	9	customers	customer	NOUN
cana-6187	22	10	are	be	AUX
cana-6187	22	11	being	be	AUX
cana-6187	22	12	completely	completely	ADV
cana-6187	22	13	transformed	transform	VERB
cana-6187	22	14	by	by	ADP
cana-6187	22	15	ai	ai	ADJ
cana-6187	22	16	-	-	PUNCT
cana-6187	22	17	enabled	enable	VERB
cana-6187	22	18	customer	customer	NOUN
cana-6187	22	19	relationship	relationship	NOUN
cana-6187	22	20	management	management	NOUN
cana-6187	22	21	(	(	PUNCT
cana-6187	22	22	crm	crm	PROPN
cana-6187	22	23	)	)	PUNCT
cana-6187	22	24	,	,	PUNCT
cana-6187	22	25	which	which	PRON
cana-6187	22	26	provides	provide	VERB
cana-6187	22	27	creative	creative	ADJ
cana-6187	22	28	ways	way	NOUN
cana-6187	22	29	to	to	PART
cana-6187	22	30	increase	increase	VERB
cana-6187	22	31	client	client	NOUN
cana-6187	22	32	engagement	engagement	NOUN
cana-6187	22	33	,	,	PUNCT
cana-6187	22	34	expedite	expedite	ADJ
cana-6187	22	35	procedures	procedure	NOUN
cana-6187	22	36	,	,	PUNCT
cana-6187	22	37	and	and	CCONJ
cana-6187	22	38	spur	spur	VERB
cana-6187	22	39	company	company	NOUN
cana-6187	22	40	expansion	expansion	NOUN
cana-6187	22	41	.	.	PUNCT
cana-6187	23	1	with	with	ADP
cana-6187	23	2	the	the	DET
cana-6187	23	3	use	use	NOUN
cana-6187	23	4	of	of	ADP
cana-6187	23	5	artificial	artificial	ADJ
cana-6187	23	6	intelligence	intelligence	NOUN
cana-6187	23	7	(	(	PUNCT
cana-6187	23	8	ai	ai	NOUN
cana-6187	23	9	)	)	PUNCT
cana-6187	23	10	,	,	PUNCT
cana-6187	23	11	financial	financial	ADJ
cana-6187	23	12	institutions	institution	NOUN
cana-6187	23	13	may	may	AUX
cana-6187	23	14	better	well	ADV
cana-6187	23	15	understand	understand	VERB
cana-6187	23	16	the	the	DET
cana-6187	23	17	needs	need	NOUN
cana-6187	23	18	,	,	PUNCT
cana-6187	23	19	interests	interest	NOUN
cana-6187	23	20	,	,	PUNCT
cana-6187	23	21	and	and	CCONJ
cana-6187	23	22	behaviours	behaviour	NOUN
cana-6187	23	23	of	of	ADP
cana-6187	23	24	their	their	PRON
cana-6187	23	25	clients	client	NOUN
cana-6187	23	26	,	,	PUNCT
cana-6187	23	27	allowing	allow	VERB
cana-6187	23	28	them	they	PRON
cana-6187	23	29	to	to	PART
cana-6187	23	30	provide	provide	VERB
cana-6187	23	31	individualized	individualized	ADJ
cana-6187	23	32	experiences	experience	NOUN
cana-6187	23	33	and	and	CCONJ
cana-6187	23	34	services	service	NOUN
cana-6187	23	35	.	.	PUNCT
cana-6187	24	1	ai	ai	AUX
cana-6187	24	2	-	-	PUNCT
cana-6187	24	3	enabled	enable	VERB
cana-6187	24	4	crm	crm	NOUN
cana-6187	24	5	solutions	solution	NOUN
cana-6187	24	6	analyze	analyze	VERB
cana-6187	24	7	enormous	enormous	ADJ
cana-6187	24	8	volumes	volume	NOUN
cana-6187	24	9	of	of	ADP
cana-6187	24	10	customer	customer	NOUN
cana-6187	24	11	data	datum	NOUN
cana-6187	24	12	,	,	PUNCT
cana-6187	24	13	derive	derive	VERB
cana-6187	24	14	insightful	insightful	ADJ
cana-6187	24	15	information	information	NOUN
cana-6187	24	16	,	,	PUNCT
cana-6187	24	17	and	and	CCONJ
cana-6187	24	18	automate	automate	VERB
cana-6187	24	19	repetitive	repetitive	ADJ
cana-6187	24	20	operations	operation	NOUN
cana-6187	24	21	by	by	ADP
cana-6187	24	22	utilizing	utilize	VERB
cana-6187	24	23	leading	leading	ADJ
cana-6187	24	24	-	-	PUNCT
cana-6187	24	25	edge	edge	NOUN
cana-6187	24	26	technologies	technology	NOUN
cana-6187	24	27	like	like	ADP
cana-6187	24	28	machine	machine	NOUN
cana-6187	24	29	learning	learning	NOUN
cana-6187	24	30	,	,	PUNCT
cana-6187	24	31	predictive	predictive	ADJ
cana-6187	24	32	analytics	analytic	NOUN
cana-6187	24	33	.	.	PUNCT
cana-6187	25	1	by	by	ADP
cana-6187	25	2	enabling	enable	VERB
cana-6187	25	3	financial	financial	ADJ
cana-6187	25	4	institutions	institution	NOUN
cana-6187	25	5	to	to	PART
cana-6187	25	6	foresee	foresee	VERB
cana-6187	25	7	client	client	NOUN
cana-6187	25	8	requirements	requirement	NOUN
cana-6187	25	9	,	,	PUNCT
cana-6187	25	10	respond	respond	VERB
cana-6187	25	11	to	to	ADP
cana-6187	25	12	questions	question	NOUN
cana-6187	25	13	quickly	quickly	ADV
cana-6187	25	14	,	,	PUNCT
cana-6187	25	15	and	and	CCONJ
cana-6187	25	16	provide	provide	VERB
cana-6187	25	17	pertinent	pertinent	ADJ
cana-6187	25	18	product	product	NOUN
cana-6187	25	19	recommendations	recommendation	NOUN
cana-6187	25	20	,	,	PUNCT
cana-6187	25	21	these	these	DET
cana-6187	25	22	systems	system	NOUN
cana-6187	25	23	build	build	VERB
cana-6187	25	24	better	well	ADJ
cana-6187	25	25	bonds	bond	NOUN
cana-6187	25	26	with	with	ADP
cana-6187	25	27	clients	client	NOUN
cana-6187	25	28	and	and	CCONJ
cana-6187	25	29	raise	raise	VERB
cana-6187	25	30	consumer	consumer	NOUN
cana-6187	25	31	satisfaction	satisfaction	NOUN
cana-6187	25	32	.	.	PUNCT
cana-6187	26	1	integrating	integrate	VERB
cana-6187	26	2	ai	ai	AUX
cana-6187	26	3	into	into	ADP
cana-6187	26	4	crm	crm	NOUN
cana-6187	26	5	strategies	strategy	NOUN
cana-6187	26	6	allows	allow	VERB
cana-6187	26	7	financial	financial	ADJ
cana-6187	26	8	organizations	organization	NOUN
cana-6187	26	9	to	to	PART
cana-6187	26	10	expand	expand	VERB
cana-6187	26	11	beyond	beyond	ADP
cana-6187	26	12	transactional	transactional	ADJ
cana-6187	26	13	interactions	interaction	NOUN
cana-6187	26	14	and	and	CCONJ
cana-6187	26	15	take	take	VERB
cana-6187	26	16	a	a	DET
cana-6187	26	17	holistic	holistic	ADJ
cana-6187	26	18	approach	approach	NOUN
cana-6187	26	19	to	to	ADP
cana-6187	26	20	client	client	NOUN
cana-6187	26	21	relationship	relationship	NOUN
cana-6187	26	22	management	management	NOUN
cana-6187	26	23	.	.	PUNCT
cana-6187	27	1	financial	financial	ADJ
cana-6187	27	2	businesses	business	NOUN
cana-6187	27	3	can	can	AUX
cana-6187	27	4	leverage	leverage	VERB
cana-6187	27	5	ai	ai	ADJ
cana-6187	27	6	-	-	PUNCT
cana-6187	27	7	driven	drive	VERB
cana-6187	27	8	insights	insight	NOUN
cana-6187	27	9	.	.	PUNCT
cana-6187	28	1	iii	iii	NUM
cana-6187	28	2	problem	problem	NOUN
cana-6187	28	3	statement	statement	NOUN
cana-6187	28	4	sustained	sustain	VERB
cana-6187	28	5	business	business	NOUN
cana-6187	28	6	development	development	NOUN
cana-6187	28	7	and	and	CCONJ
cana-6187	28	8	competitiveness	competitiveness	NOUN
cana-6187	28	9	in	in	ADP
cana-6187	28	10	the	the	DET
cana-6187	28	11	constantly	constantly	ADV
cana-6187	28	12	shifting	shift	VERB
cana-6187	28	13	financial	financial	ADJ
cana-6187	28	14	services	service	NOUN
cana-6187	28	15	sector	sector	NOUN
cana-6187	28	16	depend	depend	VERB
cana-6187	28	17	on	on	ADP
cana-6187	28	18	maintaining	maintain	VERB
cana-6187	28	19	strong	strong	ADJ
cana-6187	28	20	client	client	NOUN
cana-6187	28	21	relationships	relationship	NOUN
cana-6187	28	22	.	.	PUNCT
cana-6187	29	1	the	the	DET
cana-6187	29	2	limitations	limitation	NOUN
cana-6187	29	3	of	of	ADP
cana-6187	29	4	traditional	traditional	ADJ
cana-6187	29	5	crm	crm	NOUN
cana-6187	29	6	systems	system	NOUN
cana-6187	29	7	are	be	AUX
cana-6187	29	8	frequently	frequently	ADV
cana-6187	29	9	found	find	VERB
cana-6187	29	10	in	in	ADP
cana-6187	29	11	their	their	PRON
cana-6187	29	12	incapacity	incapacity	NOUN
cana-6187	29	13	to	to	PART
cana-6187	29	14	analyse	analyse	VERB
cana-6187	29	15	enormous	enormous	ADJ
cana-6187	29	16	volumes	volume	NOUN
cana-6187	29	17	of	of	ADP
cana-6187	29	18	client	client	NOUN
cana-6187	29	19	data	datum	NOUN
cana-6187	29	20	in	in	ADP
cana-6187	29	21	real	real	ADJ
cana-6187	29	22	-	-	PUNCT
cana-6187	29	23	time	time	NOUN
cana-6187	29	24	and	and	CCONJ
cana-6187	29	25	offer	offer	NOUN
cana-6187	29	26	predicted	predict	VERB
cana-6187	29	27	,	,	PUNCT
cana-6187	29	28	personalized	personalized	ADJ
cana-6187	29	29	insights	insight	NOUN
cana-6187	29	30	.	.	PUNCT
cana-6187	30	1	this	this	DET
cana-6187	30	2	study	study	NOUN
cana-6187	30	3	focuses	focus	VERB
cana-6187	30	4	on	on	ADP
cana-6187	30	5	how	how	SCONJ
cana-6187	30	6	developments	development	NOUN
cana-6187	30	7	in	in	ADP
cana-6187	30	8	artificial	artificial	ADJ
cana-6187	30	9	intelligence	intelligence	NOUN
cana-6187	30	10	and	and	CCONJ
cana-6187	30	11	fintech	fintech	NOUN
cana-6187	30	12	can	can	AUX
cana-6187	30	13	help	help	VERB
cana-6187	30	14	overcome	overcome	VERB
cana-6187	30	15	these	these	DET
cana-6187	30	16	constraints	constraint	NOUN
cana-6187	30	17	.	.	PUNCT
cana-6187	31	1	specifically	specifically	ADV
cana-6187	31	2	,	,	PUNCT
cana-6187	31	3	it	it	PRON
cana-6187	31	4	will	will	AUX
cana-6187	31	5	investigate	investigate	VERB
cana-6187	31	6	the	the	DET
cana-6187	31	7	combination	combination	NOUN
cana-6187	31	8	of	of	ADP
cana-6187	31	9	ai	ai	NOUN
cana-6187	31	10	and	and	CCONJ
cana-6187	31	11	fintech	fintech	NOUN
cana-6187	31	12	technologies	technology	NOUN
cana-6187	31	13	in	in	ADP
cana-6187	31	14	crm	crm	PROPN
cana-6187	31	15	systems	system	NOUN
cana-6187	31	16	to	to	PART
cana-6187	31	17	enhance	enhance	VERB
cana-6187	31	18	automation	automation	NOUN
cana-6187	31	19	,	,	PUNCT
cana-6187	31	20	personalization	personalization	NOUN
cana-6187	31	21	,	,	PUNCT
cana-6187	31	22	predictive	predictive	ADJ
cana-6187	31	23	analytics	analytic	NOUN
cana-6187	31	24	,	,	PUNCT
cana-6187	31	25	and	and	CCONJ
cana-6187	31	26	data	datum	NOUN
cana-6187	31	27	security	security	NOUN
cana-6187	31	28	.	.	PUNCT
cana-6187	32	1	the	the	DET
cana-6187	32	2	objective	objective	NOUN
cana-6187	32	3	is	be	AUX
cana-6187	32	4	to	to	PART
cana-6187	32	5	identify	identify	VERB
cana-6187	32	6	how	how	SCONJ
cana-6187	32	7	such	such	ADJ
cana-6187	32	8	advancements	advancement	NOUN
cana-6187	32	9	can	can	AUX
cana-6187	32	10	lead	lead	VERB
cana-6187	32	11	to	to	ADP
cana-6187	32	12	more	more	ADV
cana-6187	32	13	proactive	proactive	ADJ
cana-6187	32	14	and	and	CCONJ
cana-6187	32	15	customer	customer	NOUN
cana-6187	32	16	-	-	PUNCT
cana-6187	32	17	centric	centric	PROPN
cana-6187	32	18	crm	crm	PROPN
cana-6187	32	19	solutions	solution	NOUN
cana-6187	32	20	,	,	PUNCT
cana-6187	32	21	ultimately	ultimately	ADV
cana-6187	32	22	improving	improve	VERB
cana-6187	32	23	customer	customer	NOUN
cana-6187	32	24	engagement	engagement	NOUN
cana-6187	32	25	,	,	PUNCT
cana-6187	32	26	retention	retention	NOUN
cana-6187	32	27	,	,	PUNCT
cana-6187	32	28	and	and	CCONJ
cana-6187	32	29	satisfaction	satisfaction	NOUN
cana-6187	32	30	in	in	ADP
cana-6187	32	31	the	the	DET
cana-6187	32	32	financial	financial	ADJ
cana-6187	32	33	services	service	NOUN
cana-6187	32	34	sector	sector	NOUN
cana-6187	32	35	.	.	PUNCT
cana-6187	33	1	iv	iv	NUM
cana-6187	33	2	research	research	NOUN
cana-6187	33	3	methodology	methodology	NOUN
cana-6187	33	4	data	datum	NOUN
cana-6187	33	5	collection	collection	NOUN
cana-6187	33	6	the	the	DET
cana-6187	33	7	data	datum	NOUN
cana-6187	33	8	includes	include	VERB
cana-6187	33	9	b2b	b2b	NOUN
cana-6187	33	10	,	,	PUNCT
cana-6187	33	11	b2	b2	VERB
cana-6187	33	12	g	g	NOUN
cana-6187	33	13	,	,	PUNCT
cana-6187	33	14	and	and	CCONJ
cana-6187	33	15	b2c	b2c	ADJ
cana-6187	33	16	firms	firm	NOUN
cana-6187	33	17	.	.	PUNCT
cana-6187	34	1	the	the	DET
cana-6187	34	2	segment	segment	NOUN
cana-6187	34	3	size	size	NOUN
cana-6187	34	4	is	be	AUX
cana-6187	34	5	determined	determine	VERB
cana-6187	34	6	in	in	ADP
cana-6187	34	7	a	a	DET
cana-6187	34	8	top	top	ADJ
cana-6187	34	9	-	-	PUNCT
cana-6187	34	10	down	down	NOUN
cana-6187	34	11	manner	manner	NOUN
cana-6187	34	12	.	.	PUNCT
cana-6187	35	1	we	we	PRON
cana-6187	35	2	assess	assess	VERB
cana-6187	35	3	the	the	DET
cana-6187	35	4	markets	market	NOUN
cana-6187	35	5	using	use	VERB
cana-6187	35	6	financial	financial	ADJ
cana-6187	35	7	statements	statement	NOUN
cana-6187	35	8	such	such	ADJ
cana-6187	35	9	as	as	ADP
cana-6187	35	10	annual	annual	ADJ
cana-6187	35	11	reports	report	NOUN
cana-6187	35	12	,	,	PUNCT
cana-6187	35	13	quarterly	quarterly	ADJ
cana-6187	35	14	results	result	NOUN
cana-6187	35	15	,	,	PUNCT
cana-6187	35	16	and	and	CCONJ
cana-6187	35	17	expert	expert	NOUN
cana-6187	35	18	comments	comment	NOUN
cana-6187	35	19	.	.	PUNCT
cana-6187	36	1	to	to	PART
cana-6187	36	2	estimate	estimate	VERB
cana-6187	36	3	the	the	DET
cana-6187	36	4	segment	segment	NOUN
cana-6187	36	5	size	size	NOUN
cana-6187	36	6	for	for	ADP
cana-6187	36	7	each	each	DET
cana-6187	36	8	nation	nation	NOUN
cana-6187	36	9	individually	individually	ADV
cana-6187	36	10	,	,	PUNCT
cana-6187	36	11	we	we	PRON
cana-6187	36	12	use	use	VERB
cana-6187	36	13	pertinent	pertinent	ADJ
cana-6187	36	14	key	key	ADJ
cana-6187	36	15	market	market	NOUN
cana-6187	36	16	metrics	metric	NOUN
cana-6187	36	17	and	and	CCONJ
cana-6187	36	18	data	datum	NOUN
cana-6187	36	19	from	from	ADP
cana-6187	36	20	country	country	NOUN
cana-6187	36	21	-	-	PUNCT
cana-6187	36	22	specific	specific	ADJ
cana-6187	36	23	industry	industry	NOUN
cana-6187	36	24	associations	association	NOUN
cana-6187	36	25	,	,	PUNCT
cana-6187	36	26	such	such	ADJ
cana-6187	36	27	as	as	ADP
cana-6187	36	28	gdp	gdp	NOUN
cana-6187	36	29	,	,	PUNCT
cana-6187	36	30	digitalization	digitalization	NOUN
cana-6187	36	31	level	level	NOUN
cana-6187	36	32	,	,	PUNCT
cana-6187	36	33	gdp	gdp	NOUN
cana-6187	36	34	sector	sector	NOUN
cana-6187	36	35	composition	composition	NOUN
cana-6187	36	36	,	,	PUNCT
cana-6187	36	37	and	and	CCONJ
cana-6187	36	38	observed	observed	ADJ
cana-6187	36	39	amount	amount	NOUN
cana-6187	36	40	of	of	ADP
cana-6187	36	41	software	software	NOUN
cana-6187	36	42	piracy	piracy	NOUN
cana-6187	36	43	.	.	PUNCT
cana-6187	37	1	communications	communication	NOUN
cana-6187	37	2	on	on	ADP
cana-6187	37	3	applied	apply	VERB
cana-6187	37	4	nonlinear	nonlinear	ADJ
cana-6187	37	5	analysis	analysis	NOUN
cana-6187	37	6	issn	issn	NOUN
cana-6187	37	7	:	:	PUNCT
cana-6187	37	8	1074	1074	NUM
cana-6187	37	9	-	-	PUNCT
cana-6187	37	10	133x	133x	NUM
cana-6187	37	11	vol	vol	NOUN
cana-6187	37	12	32	32	NUM
cana-6187	37	13	no	no	NOUN
cana-6187	37	14	.	.	NOUN
cana-6187	37	15	1	1	NUM
cana-6187	37	16	(	(	PUNCT
cana-6187	37	17	2025	2025	NUM
cana-6187	37	18	)	)	PUNCT
cana-6187	37	19	672	672	NUM
cana-6187	37	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-6187	37	21	data	datum	NOUN
cana-6187	37	22	processing	processing	NOUN
cana-6187	37	23	and	and	CCONJ
cana-6187	37	24	analysis	analysis	NOUN
cana-6187	37	25	cutting	cut	VERB
cana-6187	37	26	-	-	PUNCT
cana-6187	37	27	edge	edge	NOUN
cana-6187	37	28	statistical	statistical	ADJ
cana-6187	37	29	methods	method	NOUN
cana-6187	37	30	are	be	AUX
cana-6187	37	31	used	use	VERB
cana-6187	37	32	in	in	ADP
cana-6187	37	33	accordance	accordance	NOUN
cana-6187	37	34	with	with	ADP
cana-6187	37	35	the	the	DET
cana-6187	37	36	relevant	relevant	ADJ
cana-6187	37	37	segment	segment	NOUN
cana-6187	37	38	's	's	PART
cana-6187	37	39	behaviour	behaviour	NOUN
cana-6187	37	40	.	.	PUNCT
cana-6187	38	1	the	the	DET
cana-6187	38	2	primary	primary	ADJ
cana-6187	38	3	factors	factor	NOUN
cana-6187	38	4	are	be	AUX
cana-6187	38	5	gdp	gdp	NOUN
cana-6187	38	6	and	and	CCONJ
cana-6187	38	7	the	the	DET
cana-6187	38	8	amount	amount	NOUN
cana-6187	38	9	of	of	ADP
cana-6187	38	10	digitization	digitization	NOUN
cana-6187	38	11	.	.	PUNCT
cana-6187	39	1	the	the	DET
cana-6187	39	2	data	data	NOUN
cana-6187	39	3	is	be	AUX
cana-6187	39	4	simulated	simulate	VERB
cana-6187	39	5	with	with	ADP
cana-6187	39	6	current	current	ADJ
cana-6187	39	7	exchange	exchange	NOUN
cana-6187	39	8	rates	rate	NOUN
cana-6187	39	9	.	.	PUNCT
cana-6187	40	1	v	v	ADP
cana-6187	40	2	the	the	DET
cana-6187	40	3	role	role	NOUN
cana-6187	40	4	of	of	ADP
cana-6187	40	5	fintech	fintech	NOUN
cana-6187	40	6	in	in	ADP
cana-6187	40	7	crm	crm	PROPN
cana-6187	40	8	customers	customer	NOUN
cana-6187	40	9	are	be	AUX
cana-6187	40	10	increasingly	increasingly	ADV
cana-6187	40	11	seeking	seek	VERB
cana-6187	40	12	personalization	personalization	NOUN
cana-6187	40	13	and	and	CCONJ
cana-6187	40	14	digitalization	digitalization	NOUN
cana-6187	40	15	in	in	ADP
cana-6187	40	16	their	their	PRON
cana-6187	40	17	daily	daily	ADJ
cana-6187	40	18	lives	life	NOUN
cana-6187	40	19	.	.	PUNCT
cana-6187	41	1	they	they	PRON
cana-6187	41	2	want	want	VERB
cana-6187	41	3	rapid	rapid	ADJ
cana-6187	41	4	digital	digital	ADJ
cana-6187	41	5	payments	payment	NOUN
cana-6187	41	6	,	,	PUNCT
cana-6187	41	7	ai	ai	ADJ
cana-6187	41	8	-	-	PUNCT
cana-6187	41	9	driven	drive	VERB
cana-6187	41	10	investment	investment	NOUN
cana-6187	41	11	recommendations	recommendation	NOUN
cana-6187	41	12	,	,	PUNCT
cana-6187	41	13	and	and	CCONJ
cana-6187	41	14	hassle	hassle	NOUN
cana-6187	41	15	-	-	PUNCT
cana-6187	41	16	free	free	ADJ
cana-6187	41	17	demat	demat	PROPN
cana-6187	41	18	administration	administration	PROPN
cana-6187	41	19	,	,	PUNCT
cana-6187	41	20	among	among	ADP
cana-6187	41	21	others	other	NOUN
cana-6187	41	22	.	.	PUNCT
cana-6187	42	1	financial	financial	ADJ
cana-6187	42	2	technologies	technology	NOUN
cana-6187	42	3	(	(	PUNCT
cana-6187	42	4	fintech	fintech	NOUN
cana-6187	42	5	)	)	PUNCT
cana-6187	42	6	are	be	AUX
cana-6187	42	7	fast	fast	ADV
cana-6187	42	8	expanding	expand	VERB
cana-6187	42	9	to	to	PART
cana-6187	42	10	satisfy	satisfy	VERB
cana-6187	42	11	the	the	DET
cana-6187	42	12	needs	need	NOUN
cana-6187	42	13	of	of	ADP
cana-6187	42	14	consumers	consumer	NOUN
cana-6187	42	15	.	.	PUNCT
cana-6187	43	1	india	india	PROPN
cana-6187	43	2	's	's	PART
cana-6187	43	3	fintech	fintech	NOUN
cana-6187	43	4	business	business	NOUN
cana-6187	43	5	is	be	AUX
cana-6187	43	6	expanding	expand	VERB
cana-6187	43	7	,	,	PUNCT
cana-6187	43	8	with	with	ADP
cana-6187	43	9	dramatic	dramatic	ADJ
cana-6187	43	10	changes	change	NOUN
cana-6187	43	11	ranging	range	VERB
cana-6187	43	12	from	from	ADP
cana-6187	43	13	qr	qr	PROPN
cana-6187	43	14	code	code	NOUN
cana-6187	43	15	payments	payment	NOUN
cana-6187	43	16	to	to	ADP
cana-6187	43	17	fintech	fintech	NOUN
cana-6187	43	18	integration	integration	NOUN
cana-6187	43	19	in	in	ADP
cana-6187	43	20	banking	banking	NOUN
cana-6187	43	21	and	and	CCONJ
cana-6187	43	22	investments	investment	NOUN
cana-6187	43	23	.	.	PUNCT
cana-6187	44	1	this	this	DET
cana-6187	44	2	innovation	innovation	NOUN
cana-6187	44	3	,	,	PUNCT
cana-6187	44	4	along	along	ADP
cana-6187	44	5	with	with	ADP
cana-6187	44	6	a	a	DET
cana-6187	44	7	youthful	youthful	ADJ
cana-6187	44	8	,	,	PUNCT
cana-6187	44	9	active	active	ADJ
cana-6187	44	10	population	population	NOUN
cana-6187	44	11	,	,	PUNCT
cana-6187	44	12	has	have	AUX
cana-6187	44	13	led	lead	VERB
cana-6187	44	14	the	the	DET
cana-6187	44	15	boston	boston	PROPN
cana-6187	44	16	consulting	consulting	PROPN
cana-6187	44	17	group	group	NOUN
cana-6187	44	18	to	to	PART
cana-6187	44	19	estimate	estimate	VERB
cana-6187	44	20	that	that	SCONJ
cana-6187	44	21	the	the	DET
cana-6187	44	22	indian	indian	ADJ
cana-6187	44	23	fintech	fintech	NOUN
cana-6187	44	24	sector	sector	NOUN
cana-6187	44	25	will	will	AUX
cana-6187	44	26	be	be	AUX
cana-6187	44	27	worth	worth	ADJ
cana-6187	44	28	$	$	SYM
cana-6187	44	29	150	150	NUM
cana-6187	44	30	billion	billion	NUM
cana-6187	44	31	by	by	ADP
cana-6187	44	32	2025	2025	NUM
cana-6187	44	33	.	.	PUNCT
cana-6187	45	1	growing	grow	VERB
cana-6187	45	2	competition	competition	NOUN
cana-6187	45	3	demands	demand	VERB
cana-6187	45	4	personalized	personalize	VERB
cana-6187	45	5	customer	customer	NOUN
cana-6187	45	6	experiences	experience	NOUN
cana-6187	45	7	and	and	CCONJ
cana-6187	45	8	data	datum	NOUN
cana-6187	45	9	-	-	PUNCT
cana-6187	45	10	driven	drive	VERB
cana-6187	45	11	insights	insight	NOUN
cana-6187	45	12	.	.	PUNCT
cana-6187	46	1	so	so	ADV
cana-6187	46	2	,	,	PUNCT
cana-6187	46	3	firms	firm	NOUN
cana-6187	46	4	seeking	seek	VERB
cana-6187	46	5	to	to	PART
cana-6187	46	6	enter	enter	VERB
cana-6187	46	7	the	the	DET
cana-6187	46	8	fintech	fintech	NOUN
cana-6187	46	9	sector	sector	NOUN
cana-6187	46	10	recognize	recognize	VERB
cana-6187	46	11	the	the	DET
cana-6187	46	12	power	power	NOUN
cana-6187	46	13	of	of	ADP
cana-6187	46	14	crm	crm	PROPN
cana-6187	46	15	.	.	PUNCT
cana-6187	47	1	this	this	DET
cana-6187	47	2	converts	convert	NOUN
cana-6187	47	3	crm	crm	PROPN
cana-6187	47	4	in	in	ADP
cana-6187	47	5	fintech	fintech	NOUN
cana-6187	47	6	from	from	ADP
cana-6187	47	7	a	a	DET
cana-6187	47	8	tool	tool	NOUN
cana-6187	47	9	to	to	ADP
cana-6187	47	10	a	a	DET
cana-6187	47	11	game	game	NOUN
cana-6187	47	12	changer	changer	NOUN
cana-6187	47	13	.	.	PUNCT
cana-6187	48	1	according	accord	VERB
cana-6187	48	2	to	to	ADP
cana-6187	48	3	statista	statista	NOUN
cana-6187	48	4	,	,	PUNCT
cana-6187	48	5	the	the	DET
cana-6187	48	6	crm	crm	NOUN
cana-6187	48	7	industry	industry	NOUN
cana-6187	48	8	will	will	AUX
cana-6187	48	9	be	be	AUX
cana-6187	48	10	worth	worth	ADJ
cana-6187	48	11	$	$	SYM
cana-6187	48	12	2.24	2.24	NUM
cana-6187	48	13	billion	billion	NUM
cana-6187	48	14	by	by	ADP
cana-6187	48	15	2028	2028	NUM
cana-6187	48	16	,	,	PUNCT
cana-6187	48	17	indicating	indicate	VERB
cana-6187	48	18	its	its	PRON
cana-6187	48	19	importance	importance	NOUN
cana-6187	48	20	in	in	ADP
cana-6187	48	21	a	a	DET
cana-6187	48	22	variety	variety	NOUN
cana-6187	48	23	of	of	ADP
cana-6187	48	24	industries	industry	NOUN
cana-6187	48	25	,	,	PUNCT
cana-6187	48	26	including	include	VERB
cana-6187	48	27	fintech	fintech	NOUN
cana-6187	48	28	.	.	PUNCT
cana-6187	49	1	source	source	NOUN
cana-6187	49	2	statista	statista	PROPN
cana-6187	49	3	estimates	estimate	VERB
cana-6187	49	4	that	that	SCONJ
cana-6187	49	5	the	the	DET
cana-6187	49	6	crm	crm	PROPN
cana-6187	49	7	software	software	NOUN
cana-6187	49	8	market	market	NOUN
cana-6187	49	9	in	in	ADP
cana-6187	49	10	india	india	PROPN
cana-6187	49	11	will	will	AUX
cana-6187	49	12	generate	generate	VERB
cana-6187	49	13	us$1.23	us$1.23	NUM
cana-6187	49	14	billion	billion	NUM
cana-6187	49	15	in	in	ADP
cana-6187	49	16	sales	sale	NOUN
cana-6187	49	17	by	by	ADP
cana-6187	49	18	2024	2024	NUM
cana-6187	49	19	.	.	PUNCT
cana-6187	50	1	looking	look	VERB
cana-6187	50	2	ahead	ahead	ADV
cana-6187	50	3	to	to	ADP
cana-6187	50	4	2029	2029	NUM
cana-6187	50	5	,	,	PUNCT
cana-6187	50	6	the	the	DET
cana-6187	50	7	market	market	NOUN
cana-6187	50	8	is	be	AUX
cana-6187	50	9	expected	expect	VERB
cana-6187	50	10	to	to	PART
cana-6187	50	11	increase	increase	VERB
cana-6187	50	12	at	at	ADP
cana-6187	50	13	an	an	DET
cana-6187	50	14	annual	annual	ADJ
cana-6187	50	15	pace	pace	NOUN
cana-6187	50	16	of	of	ADP
cana-6187	50	17	16.85	16.85	NUM
cana-6187	50	18	%	%	NOUN
cana-6187	50	19	,	,	PUNCT
cana-6187	50	20	resulting	result	VERB
cana-6187	50	21	in	in	ADP
cana-6187	50	22	a	a	DET
cana-6187	50	23	market	market	NOUN
cana-6187	50	24	volume	volume	NOUN
cana-6187	50	25	of	of	ADP
cana-6187	50	26	us$2.68	us$2.68	PROPN
cana-6187	50	27	billion	billion	NUM
cana-6187	50	28	.	.	PUNCT
cana-6187	51	1	the	the	DET
cana-6187	51	2	average	average	ADJ
cana-6187	51	3	spend	spend	NOUN
cana-6187	51	4	per	per	ADP
cana-6187	51	5	employee	employee	NOUN
cana-6187	51	6	in	in	ADP
cana-6187	51	7	the	the	DET
cana-6187	51	8	customer	customer	NOUN
cana-6187	51	9	relationship	relationship	NOUN
cana-6187	51	10	management	management	NOUN
cana-6187	51	11	software	software	NOUN
cana-6187	51	12	market	market	NOUN
cana-6187	51	13	in	in	ADP
cana-6187	51	14	india	india	PROPN
cana-6187	51	15	is	be	AUX
cana-6187	51	16	expected	expect	VERB
cana-6187	51	17	to	to	PART
cana-6187	51	18	reach	reach	VERB
cana-6187	51	19	us$2.26	us$2.26	NUM
cana-6187	51	20	by	by	ADP
cana-6187	51	21	2024.when	2024.when	ADV
cana-6187	51	22	considered	consider	VERB
cana-6187	51	23	worldwide	worldwide	ADV
cana-6187	51	24	,	,	PUNCT
cana-6187	51	25	the	the	DET
cana-6187	51	26	united	united	PROPN
cana-6187	51	27	states	states	PROPN
cana-6187	51	28	is	be	AUX
cana-6187	51	29	predicted	predict	VERB
cana-6187	51	30	to	to	PART
cana-6187	51	31	earn	earn	VERB
cana-6187	51	32	the	the	DET
cana-6187	51	33	most	most	ADJ
cana-6187	51	34	revenue	revenue	NOUN
cana-6187	51	35	in	in	ADP
cana-6187	51	36	the	the	DET
cana-6187	51	37	customer	customer	NOUN
cana-6187	51	38	relationship	relationship	NOUN
cana-6187	51	39	management	management	NOUN
cana-6187	51	40	software	software	NOUN
cana-6187	51	41	market	market	NOUN
cana-6187	51	42	,	,	PUNCT
cana-6187	51	43	totalling	total	VERB
cana-6187	51	44	us$45,110.00	us$45,110.00	NOUN
cana-6187	51	45	million	million	NUM
cana-6187	51	46	in	in	ADP
cana-6187	51	47	2024	2024	NUM
cana-6187	51	48	.	.	PUNCT
cana-6187	52	1	india	india	PROPN
cana-6187	52	2	's	's	PART
cana-6187	52	3	developing	develop	VERB
cana-6187	52	4	it	it	PRON
cana-6187	52	5	sector	sector	NOUN
cana-6187	52	6	is	be	AUX
cana-6187	52	7	increasing	increase	VERB
cana-6187	52	8	demand	demand	NOUN
cana-6187	52	9	for	for	ADP
cana-6187	52	10	crm	crm	PROPN
cana-6187	52	11	software	software	NOUN
cana-6187	52	12	,	,	PUNCT
cana-6187	52	13	resulting	result	VERB
cana-6187	52	14	in	in	ADP
cana-6187	52	15	a	a	DET
cana-6187	52	16	thriving	thrive	VERB
cana-6187	52	17	market	market	NOUN
cana-6187	52	18	.	.	PUNCT
cana-6187	53	1	https://www.statista.com/outlook/tmo/software/enterprise-software/customer-relationship-management-software/india#revenue	https://www.statista.com/outlook/tmo/software/enterprise-software/customer-relationship-management-software/india#revenue	VERB
cana-6187	53	2	communications	communication	NOUN
cana-6187	53	3	on	on	ADP
cana-6187	53	4	applied	apply	VERB
cana-6187	53	5	nonlinear	nonlinear	ADJ
cana-6187	53	6	analysis	analysis	NOUN
cana-6187	53	7	issn	issn	NOUN
cana-6187	53	8	:	:	PUNCT
cana-6187	53	9	1074	1074	NUM
cana-6187	53	10	-	-	PUNCT
cana-6187	53	11	133x	133x	NUM
cana-6187	53	12	vol	vol	NOUN
cana-6187	53	13	32	32	NUM
cana-6187	53	14	no	no	NOUN
cana-6187	53	15	.	.	NOUN
cana-6187	53	16	1	1	NUM
cana-6187	53	17	(	(	PUNCT
cana-6187	53	18	2025	2025	NUM
cana-6187	53	19	)	)	PUNCT
cana-6187	53	20	673	673	NUM
cana-6187	53	21	https://internationalpubls.com	https://internationalpubls.com	X
cana-6187	53	22	vi	vi	PROPN
cana-6187	53	23	findings	finding	VERB
cana-6187	53	24	the	the	DET
cana-6187	53	25	crm	crm	PROPN
cana-6187	53	26	software	software	NOUN
cana-6187	53	27	market	market	NOUN
cana-6187	53	28	has	have	AUX
cana-6187	53	29	been	be	AUX
cana-6187	53	30	growing	grow	VERB
cana-6187	53	31	steadily	steadily	ADV
cana-6187	53	32	in	in	ADP
cana-6187	53	33	india	india	PROPN
cana-6187	53	34	from	from	ADP
cana-6187	53	35	the	the	DET
cana-6187	53	36	past	past	ADJ
cana-6187	53	37	few	few	ADJ
cana-6187	53	38	years	year	NOUN
cana-6187	53	39	,	,	PUNCT
cana-6187	53	40	driven	drive	VERB
cana-6187	53	41	by	by	ADP
cana-6187	53	42	a	a	DET
cana-6187	53	43	increasing	increase	VERB
cana-6187	53	44	demand	demand	NOUN
cana-6187	53	45	for	for	ADP
cana-6187	53	46	digital	digital	ADJ
cana-6187	53	47	solutions	solution	NOUN
cana-6187	53	48	in	in	ADP
cana-6187	53	49	the	the	DET
cana-6187	53	50	business	business	NOUN
cana-6187	53	51	sector	sector	NOUN
cana-6187	53	52	.	.	PUNCT
cana-6187	54	1	customer	customer	NOUN
cana-6187	54	2	preferences	preference	NOUN
cana-6187	54	3	:	:	PUNCT
cana-6187	54	4	indian	indian	ADJ
cana-6187	54	5	firms	firm	NOUN
cana-6187	54	6	are	be	AUX
cana-6187	54	7	increasingly	increasingly	ADV
cana-6187	54	8	implementing	implement	VERB
cana-6187	54	9	digital	digital	ADJ
cana-6187	54	10	technologies	technology	NOUN
cana-6187	54	11	to	to	PART
cana-6187	54	12	optimize	optimize	VERB
cana-6187	54	13	operations	operation	NOUN
cana-6187	54	14	and	and	CCONJ
cana-6187	54	15	improve	improve	VERB
cana-6187	54	16	customer	customer	NOUN
cana-6187	54	17	service	service	NOUN
cana-6187	54	18	.	.	PUNCT
cana-6187	55	1	with	with	ADP
cana-6187	55	2	the	the	DET
cana-6187	55	3	advent	advent	NOUN
cana-6187	55	4	of	of	ADP
cana-6187	55	5	e	e	NOUN
cana-6187	55	6	-	-	NOUN
cana-6187	55	7	commerce	commerce	NOUN
cana-6187	55	8	and	and	CCONJ
cana-6187	55	9	online	online	ADJ
cana-6187	55	10	transactions	transaction	NOUN
cana-6187	55	11	,	,	PUNCT
cana-6187	55	12	industries	industry	NOUN
cana-6187	55	13	are	be	AUX
cana-6187	55	14	interested	interested	ADJ
cana-6187	55	15	in	in	ADP
cana-6187	55	16	more	more	ADV
cana-6187	55	17	effective	effective	ADJ
cana-6187	55	18	ways	way	NOUN
cana-6187	55	19	to	to	PART
cana-6187	55	20	handle	handle	VERB
cana-6187	55	21	customer	customer	NOUN
cana-6187	55	22	data	datum	NOUN
cana-6187	55	23	and	and	CCONJ
cana-6187	55	24	give	give	VERB
cana-6187	55	25	personalized	personalized	ADJ
cana-6187	55	26	experiences	experience	NOUN
cana-6187	55	27	to	to	ADP
cana-6187	55	28	customers	customer	NOUN
cana-6187	55	29	.	.	PUNCT
cana-6187	56	1	crm	crm	PROPN
cana-6187	56	2	software	software	NOUN
cana-6187	56	3	has	have	AUX
cana-6187	56	4	evolved	evolve	VERB
cana-6187	56	5	as	as	ADP
cana-6187	56	6	a	a	DET
cana-6187	56	7	preferred	preferred	ADJ
cana-6187	56	8	way	way	NOUN
cana-6187	56	9	to	to	PART
cana-6187	56	10	meet	meet	VERB
cana-6187	56	11	these	these	DET
cana-6187	56	12	requirements	requirement	NOUN
cana-6187	56	13	.	.	PUNCT
cana-6187	57	1	market	market	NOUN
cana-6187	57	2	trends	trend	NOUN
cana-6187	57	3	:	:	PUNCT
cana-6187	57	4	shifting	shift	VERB
cana-6187	57	5	to	to	ADP
cana-6187	57	6	cloud	cloud	NOUN
cana-6187	57	7	based	base	VERB
cana-6187	57	8	crm	crm	PROPN
cana-6187	57	9	is	be	AUX
cana-6187	57	10	important	important	ADJ
cana-6187	57	11	trend	trend	NOUN
cana-6187	57	12	in	in	ADP
cana-6187	57	13	indian	indian	PROPN
cana-6187	57	14	crm	crm	PROPN
cana-6187	57	15	cloud	cloud	NOUN
cana-6187	57	16	-	-	PUNCT
cana-6187	57	17	based	base	VERB
cana-6187	57	18	crm	crm	NOUN
cana-6187	57	19	software	software	NOUN
cana-6187	57	20	are	be	AUX
cana-6187	57	21	better	well	ADJ
cana-6187	57	22	than	than	ADP
cana-6187	57	23	traditional	traditional	ADJ
cana-6187	57	24	as	as	ADP
cana-6187	57	25	on	on	ADP
cana-6187	57	26	-	-	PUNCT
cana-6187	57	27	premise	premise	NOUN
cana-6187	57	28	solutions	solution	NOUN
cana-6187	57	29	,	,	PUNCT
cana-6187	57	30	including	include	VERB
cana-6187	57	31	as	as	ADP
cana-6187	57	32	lower	low	ADJ
cana-6187	57	33	costs	cost	NOUN
cana-6187	57	34	,	,	PUNCT
cana-6187	57	35	better	well	ADJ
cana-6187	57	36	flexibility	flexibility	NOUN
cana-6187	57	37	,	,	PUNCT
cana-6187	57	38	and	and	CCONJ
cana-6187	57	39	simpler	simple	ADJ
cana-6187	57	40	scaling	scaling	NOUN
cana-6187	57	41	.	.	PUNCT
cana-6187	58	1	as	as	ADP
cana-6187	58	2	a	a	DET
cana-6187	58	3	result	result	NOUN
cana-6187	58	4	,	,	PUNCT
cana-6187	58	5	many	many	ADJ
cana-6187	58	6	indian	indian	ADJ
cana-6187	58	7	firms	firm	NOUN
cana-6187	58	8	are	be	AUX
cana-6187	58	9	increasingly	increasingly	ADV
cana-6187	58	10	switching	switch	VERB
cana-6187	58	11	to	to	ADP
cana-6187	58	12	cloud	cloud	NOUN
cana-6187	58	13	-	-	PUNCT
cana-6187	58	14	based	base	VERB
cana-6187	58	15	crm	crm	NOUN
cana-6187	58	16	solutions	solution	NOUN
cana-6187	58	17	.	.	PUNCT
cana-6187	59	1	another	another	DET
cana-6187	59	2	emerging	emerge	VERB
cana-6187	59	3	trend	trend	NOUN
cana-6187	59	4	in	in	ADP
cana-6187	59	5	the	the	DET
cana-6187	59	6	indian	indian	PROPN
cana-6187	59	7	crm	crm	PROPN
cana-6187	59	8	industry	industry	NOUN
cana-6187	59	9	is	be	AUX
cana-6187	59	10	the	the	DET
cana-6187	59	11	increased	increase	VERB
cana-6187	59	12	relevance	relevance	NOUN
cana-6187	59	13	of	of	ADP
cana-6187	59	14	mobile	mobile	ADJ
cana-6187	59	15	compatibility	compatibility	NOUN
cana-6187	59	16	.	.	PUNCT
cana-6187	60	1	businesses	business	NOUN
cana-6187	60	2	are	be	AUX
cana-6187	60	3	looking	look	VERB
cana-6187	60	4	for	for	ADP
cana-6187	60	5	crm	crm	NOUN
cana-6187	60	6	systems	system	NOUN
cana-6187	60	7	that	that	PRON
cana-6187	60	8	can	can	AUX
cana-6187	60	9	be	be	AUX
cana-6187	60	10	used	use	VERB
cana-6187	60	11	while	while	SCONJ
cana-6187	60	12	on	on	ADP
cana-6187	60	13	the	the	DET
cana-6187	60	14	go	go	NOUN
cana-6187	60	15	,	,	PUNCT
cana-6187	60	16	as	as	SCONJ
cana-6187	60	17	smartphones	smartphone	NOUN
cana-6187	60	18	and	and	CCONJ
cana-6187	60	19	tablets	tablet	NOUN
cana-6187	60	20	become	become	VERB
cana-6187	60	21	more	more	ADV
cana-6187	60	22	popular	popular	ADJ
cana-6187	60	23	.	.	PUNCT
cana-6187	61	1	mobile	mobile	ADJ
cana-6187	61	2	compatibility	compatibility	NOUN
cana-6187	61	3	enables	enable	VERB
cana-6187	61	4	sales	sale	NOUN
cana-6187	61	5	teams	team	NOUN
cana-6187	61	6	and	and	CCONJ
cana-6187	61	7	customer	customer	NOUN
cana-6187	61	8	support	support	NOUN
cana-6187	61	9	personnel	personnel	NOUN
cana-6187	61	10	to	to	PART
cana-6187	61	11	access	access	VERB
cana-6187	61	12	customer	customer	NOUN
cana-6187	61	13	data	datum	NOUN
cana-6187	61	14	and	and	CCONJ
cana-6187	61	15	answer	answer	VERB
cana-6187	61	16	to	to	ADP
cana-6187	61	17	queries	query	NOUN
cana-6187	61	18	from	from	ADP
cana-6187	61	19	any	any	DET
cana-6187	61	20	location	location	NOUN
cana-6187	61	21	,	,	PUNCT
cana-6187	61	22	at	at	ADP
cana-6187	61	23	any	any	DET
cana-6187	61	24	time	time	NOUN
cana-6187	61	25	.	.	PUNCT
cana-6187	62	1	local	local	ADJ
cana-6187	62	2	special	special	ADJ
cana-6187	62	3	circumstances	circumstance	NOUN
cana-6187	62	4	:	:	PUNCT
cana-6187	62	5	india	india	PROPN
cana-6187	62	6	's	's	PART
cana-6187	62	7	business	business	NOUN
cana-6187	62	8	landscape	landscape	NOUN
cana-6187	62	9	is	be	AUX
cana-6187	62	10	big	big	ADJ
cana-6187	62	11	and	and	CCONJ
cana-6187	62	12	diverse	diverse	ADJ
cana-6187	62	13	,	,	PUNCT
cana-6187	62	14	with	with	ADP
cana-6187	62	15	a	a	DET
cana-6187	62	16	mix	mix	NOUN
cana-6187	62	17	of	of	ADP
cana-6187	62	18	small	small	ADJ
cana-6187	62	19	,	,	PUNCT
cana-6187	62	20	medium	medium	ADJ
cana-6187	62	21	,	,	PUNCT
cana-6187	62	22	and	and	CCONJ
cana-6187	62	23	large	large	ADJ
cana-6187	62	24	firms	firm	NOUN
cana-6187	62	25	operating	operate	VERB
cana-6187	62	26	in	in	ADP
cana-6187	62	27	a	a	DET
cana-6187	62	28	variety	variety	NOUN
cana-6187	62	29	of	of	ADP
cana-6187	62	30	areas	area	NOUN
cana-6187	62	31	.	.	PUNCT
cana-6187	63	1	as	as	ADP
cana-6187	63	2	a	a	DET
cana-6187	63	3	result	result	NOUN
cana-6187	63	4	,	,	PUNCT
cana-6187	63	5	customized	customized	ADJ
cana-6187	63	6	crm	crm	PROPN
cana-6187	63	7	solutions	solution	NOUN
cana-6187	63	8	are	be	AUX
cana-6187	63	9	most	most	ADV
cana-6187	63	10	demanded	demand	VERB
cana-6187	63	11	.	.	PUNCT
cana-6187	64	1	many	many	ADJ
cana-6187	64	2	indian	indian	PROPN
cana-6187	64	3	crm	crm	PROPN
cana-6187	64	4	suppliers	supplier	NOUN
cana-6187	64	5	now	now	ADV
cana-6187	64	6	provide	provide	VERB
cana-6187	64	7	customizable	customizable	NOUN
cana-6187	64	8	systems	system	NOUN
cana-6187	64	9	that	that	PRON
cana-6187	64	10	may	may	AUX
cana-6187	64	11	be	be	AUX
cana-6187	64	12	adjusted	adjust	VERB
cana-6187	64	13	based	base	VERB
cana-6187	64	14	on	on	ADP
cana-6187	64	15	the	the	DET
cana-6187	64	16	size	size	NOUN
cana-6187	64	17	and	and	CCONJ
cana-6187	64	18	needs	need	NOUN
cana-6187	64	19	of	of	ADP
cana-6187	64	20	the	the	DET
cana-6187	64	21	company	company	NOUN
cana-6187	64	22	.	.	PUNCT
cana-6187	65	1	underlying	underlie	VERB
cana-6187	65	2	macroeconomic	macroeconomic	ADJ
cana-6187	65	3	factors	factor	NOUN
cana-6187	65	4	:	:	PUNCT
cana-6187	65	5	india	india	PROPN
cana-6187	65	6	has	have	AUX
cana-6187	65	7	experienced	experience	VERB
cana-6187	65	8	robust	robust	ADJ
cana-6187	65	9	economic	economic	ADJ
cana-6187	65	10	expansion	expansion	NOUN
cana-6187	65	11	over	over	ADP
cana-6187	65	12	the	the	DET
cana-6187	65	13	past	past	ADJ
cana-6187	65	14	few	few	ADJ
cana-6187	65	15	years	year	NOUN
cana-6187	65	16	.	.	PUNCT
cana-6187	66	1	with	with	ADP
cana-6187	66	2	a	a	DET
cana-6187	66	3	fast	fast	ADV
cana-6187	66	4	-	-	PUNCT
cana-6187	66	5	expanding	expand	VERB
cana-6187	66	6	middle	middle	ADJ
cana-6187	66	7	class	class	NOUN
cana-6187	66	8	and	and	CCONJ
cana-6187	66	9	a	a	DET
cana-6187	66	10	growing	grow	VERB
cana-6187	66	11	digital	digital	ADJ
cana-6187	66	12	economy	economy	NOUN
cana-6187	66	13	.	.	PUNCT
cana-6187	67	1	this	this	PRON
cana-6187	67	2	has	have	AUX
cana-6187	67	3	created	create	VERB
cana-6187	67	4	an	an	DET
cana-6187	67	5	enabling	enable	VERB
cana-6187	67	6	atmosphere	atmosphere	NOUN
cana-6187	67	7	for	for	ADP
cana-6187	67	8	firms	firm	NOUN
cana-6187	67	9	for	for	ADP
cana-6187	67	10	digital	digital	ADJ
cana-6187	67	11	solutions	solution	NOUN
cana-6187	67	12	,	,	PUNCT
cana-6187	67	13	such	such	ADJ
cana-6187	67	14	as	as	ADP
cana-6187	67	15	crm	crm	PROPN
cana-6187	67	16	software	software	NOUN
cana-6187	67	17	.	.	PUNCT
cana-6187	68	1	furthermore	furthermore	ADV
cana-6187	68	2	,	,	PUNCT
cana-6187	68	3	the	the	DET
cana-6187	68	4	indian	indian	ADJ
cana-6187	68	5	government	government	NOUN
cana-6187	68	6	has	have	AUX
cana-6187	68	7	been	be	AUX
cana-6187	68	8	encouraging	encourage	VERB
cana-6187	68	9	the	the	DET
cana-6187	68	10	use	use	NOUN
cana-6187	68	11	of	of	ADP
cana-6187	68	12	digital	digital	ADJ
cana-6187	68	13	technology	technology	NOUN
cana-6187	68	14	through	through	ADP
cana-6187	68	15	initiatives	initiative	NOUN
cana-6187	68	16	like	like	ADP
cana-6187	68	17	as	as	ADP
cana-6187	68	18	digital	digital	ADJ
cana-6187	68	19	india	india	PROPN
cana-6187	68	20	and	and	CCONJ
cana-6187	68	21	make	make	VERB
cana-6187	68	22	in	in	ADP
cana-6187	68	23	india	india	PROPN
cana-6187	68	24	,	,	PUNCT
cana-6187	68	25	which	which	PRON
cana-6187	68	26	have	have	AUX
cana-6187	68	27	supported	support	VERB
cana-6187	68	28	the	the	DET
cana-6187	68	29	expansion	expansion	NOUN
cana-6187	68	30	of	of	ADP
cana-6187	68	31	the	the	DET
cana-6187	68	32	crm	crm	PROPN
cana-6187	68	33	industry	industry	NOUN
cana-6187	68	34	.	.	PUNCT
cana-6187	69	1	a.	a.	NOUN
cana-6187	69	2	impact	impact	NOUN
cana-6187	69	3	of	of	ADP
cana-6187	69	4	ai	ai	VERB
cana-6187	69	5	based	base	VERB
cana-6187	69	6	crm	crm	PROPN
cana-6187	69	7	in	in	ADP
cana-6187	69	8	fintech	fintech	NOUN
cana-6187	69	9	industry	industry	NOUN
cana-6187	69	10	ai	ai	NOUN
cana-6187	69	11	-	-	PUNCT
cana-6187	69	12	based	base	VERB
cana-6187	69	13	crm	crm	NOUN
cana-6187	69	14	systems	system	NOUN
cana-6187	69	15	are	be	AUX
cana-6187	69	16	having	have	VERB
cana-6187	69	17	a	a	DET
cana-6187	69	18	remarkable	remarkable	ADJ
cana-6187	69	19	impact	impact	NOUN
cana-6187	69	20	on	on	ADP
cana-6187	69	21	the	the	DET
cana-6187	69	22	fintech	fintech	NOUN
cana-6187	69	23	industry	industry	NOUN
cana-6187	69	24	,	,	PUNCT
cana-6187	69	25	driving	drive	VERB
cana-6187	69	26	revenue	revenue	NOUN
cana-6187	69	27	growth	growth	NOUN
cana-6187	69	28	and	and	CCONJ
cana-6187	69	29	operational	operational	ADJ
cana-6187	69	30	efficiencies	efficiency	NOUN
cana-6187	69	31	.	.	PUNCT
cana-6187	70	1	as	as	ADP
cana-6187	70	2	of	of	ADP
cana-6187	70	3	2020	2020	NUM
cana-6187	70	4	,	,	PUNCT
cana-6187	70	5	34	34	NUM
cana-6187	70	6	%	%	NOUN
cana-6187	70	7	of	of	ADP
cana-6187	70	8	financial	financial	ADJ
cana-6187	70	9	services	service	NOUN
cana-6187	70	10	companies	company	NOUN
cana-6187	70	11	reported	report	VERB
cana-6187	70	12	a	a	DET
cana-6187	70	13	revenue	revenue	NOUN
cana-6187	70	14	increase	increase	NOUN
cana-6187	70	15	of	of	ADP
cana-6187	70	16	more	more	ADJ
cana-6187	70	17	than	than	ADP
cana-6187	70	18	20	20	NUM
cana-6187	70	19	%	%	NOUN
cana-6187	70	20	due	due	ADP
cana-6187	70	21	to	to	ADP
cana-6187	70	22	ai	ai	VERB
cana-6187	70	23	adoption1	adoption1	NOUN
cana-6187	71	1	[	[	X
cana-6187	71	2	11	11	NUM
cana-6187	71	3	]	]	PUNCT
cana-6187	71	4	the	the	DET
cana-6187	71	5	market	market	NOUN
cana-6187	71	6	size	size	NOUN
cana-6187	71	7	for	for	ADP
cana-6187	71	8	ai	ai	NOUN
cana-6187	71	9	in	in	ADP
cana-6187	71	10	fintech	fintech	NOUN
cana-6187	71	11	reached	reach	VERB
cana-6187	71	12	$	$	SYM
cana-6187	71	13	44.08	44.08	NUM
cana-6187	71	14	billion	billion	NUM
cana-6187	71	15	in	in	ADP
cana-6187	71	16	2024	2024	NUM
cana-6187	71	17	and	and	CCONJ
cana-6187	71	18	is	be	AUX
cana-6187	71	19	forecast	forecast	VERB
cana-6187	71	20	to	to	PART
cana-6187	71	21	exceed	exceed	VERB
cana-6187	71	22	$	$	SYM
cana-6187	71	23	50	50	NUM
cana-6187	71	24	billion	billion	NUM
cana-6187	71	25	by	by	ADP
cana-6187	71	26	2029	2029	NUM
cana-6187	71	27	2	2	NUM
cana-6187	71	28	.	.	PUNCT
cana-6187	72	1	ai	ai	VERB
cana-6187	72	2	adoption	adoption	NOUN
cana-6187	72	3	in	in	ADP
cana-6187	72	4	financial	financial	ADJ
cana-6187	72	5	businesses	business	NOUN
cana-6187	72	6	is	be	AUX
cana-6187	72	7	rapidly	rapidly	ADV
cana-6187	72	8	increasing	increase	VERB
cana-6187	72	9	,	,	PUNCT
cana-6187	72	10	with	with	ADP
cana-6187	72	11	43	43	NUM
cana-6187	72	12	%	%	NOUN
cana-6187	72	13	of	of	ADP
cana-6187	72	14	executives	executive	NOUN
cana-6187	72	15	expecting	expect	VERB
cana-6187	72	16	ai	ai	VERB
cana-6187	72	17	to	to	PART
cana-6187	72	18	be	be	AUX
cana-6187	72	19	critical	critical	ADJ
cana-6187	72	20	to	to	ADP
cana-6187	72	21	their	their	PRON
cana-6187	72	22	operations	operation	NOUN
cana-6187	72	23	by	by	ADP
cana-6187	72	24	2025	2025	NUM
cana-6187	72	25	3	3	NUM
cana-6187	72	26	.	.	PUNCT
cana-6187	73	1	in	in	ADP
cana-6187	73	2	financial	financial	ADJ
cana-6187	73	3	services	service	NOUN
cana-6187	73	4	,	,	PUNCT
cana-6187	73	5	data	datum	NOUN
cana-6187	73	6	analytics	analytic	NOUN
cana-6187	73	7	(	(	PUNCT
cana-6187	73	8	69	69	NUM
cana-6187	73	9	%	%	NOUN
cana-6187	73	10	)	)	PUNCT
cana-6187	73	11	,	,	PUNCT
cana-6187	73	12	data	datum	NOUN
cana-6187	73	13	processing	processing	NOUN
cana-6187	73	14	(	(	PUNCT
cana-6187	73	15	57	57	NUM
cana-6187	73	16	%	%	NOUN
cana-6187	73	17	)	)	PUNCT
cana-6187	73	18	,	,	PUNCT
cana-6187	73	19	and	and	CCONJ
cana-6187	73	20	natural	natural	ADJ
cana-6187	73	21	language	language	NOUN
cana-6187	73	22	processing	processing	NOUN
cana-6187	73	23	(	(	PUNCT
cana-6187	73	24	47	47	NUM
cana-6187	73	25	%	%	NOUN
cana-6187	73	26	)	)	PUNCT
cana-6187	73	27	are	be	AUX
cana-6187	73	28	common	common	ADJ
cana-6187	73	29	applications	application	NOUN
cana-6187	73	30	of	of	ADP
cana-6187	73	31	ai.4[13	ai.4[13	NOUN
cana-6187	73	32	]	]	X
cana-6187	73	33	1	1	NUM
cana-6187	73	34	increase	increase	NOUN
cana-6187	73	35	in	in	ADP
cana-6187	73	36	revenue	revenue	NOUN
cana-6187	73	37	of	of	ADP
cana-6187	73	38	financial	financial	ADJ
cana-6187	73	39	services	service	NOUN
cana-6187	73	40	companies	company	NOUN
cana-6187	73	41	worldwide	worldwide	ADV
cana-6187	73	42	because	because	SCONJ
cana-6187	73	43	of	of	ADP
cana-6187	73	44	the	the	DET
cana-6187	73	45	adoption	adoption	NOUN
cana-6187	73	46	of	of	ADP
cana-6187	73	47	artificial	artificial	ADJ
cana-6187	73	48	intelligence	intelligence	NOUN
cana-6187	73	49	(	(	PUNCT
cana-6187	73	50	ai	ai	NOUN
cana-6187	73	51	)	)	PUNCT
cana-6187	73	52	as	as	ADP
cana-6187	73	53	of	of	ADP
cana-6187	73	54	2020	2020	NUM
cana-6187	73	55	2	2	NUM
cana-6187	73	56	market	market	NOUN
cana-6187	73	57	size	size	NOUN
cana-6187	73	58	of	of	ADP
cana-6187	73	59	artificial	artificial	ADJ
cana-6187	73	60	intelligence	intelligence	NOUN
cana-6187	73	61	(	(	PUNCT
cana-6187	73	62	ai	ai	NOUN
cana-6187	73	63	)	)	PUNCT
cana-6187	73	64	in	in	ADP
cana-6187	73	65	fintech	fintech	NOUN
cana-6187	73	66	from	from	ADP
cana-6187	73	67	2023	2023	NUM
cana-6187	73	68	to	to	ADP
cana-6187	73	69	2024	2024	NUM
cana-6187	73	70	,	,	PUNCT
cana-6187	73	71	with	with	ADP
cana-6187	73	72	a	a	DET
cana-6187	73	73	forecast	forecast	NOUN
cana-6187	73	74	for	for	ADP
cana-6187	73	75	2029	2029	NUM
cana-6187	73	76	(	(	PUNCT
cana-6187	73	77	in	in	ADP
cana-6187	73	78	billion	billion	NUM
cana-6187	73	79	u.s	u.s	PROPN
cana-6187	73	80	.	.	PROPN
cana-6187	73	81	dollars	dollar	NOUN
cana-6187	73	82	)	)	PUNCT
cana-6187	73	83	3	3	NUM
cana-6187	73	84	artificial	artificial	ADJ
cana-6187	73	85	intelligence	intelligence	NOUN
cana-6187	73	86	(	(	PUNCT
cana-6187	73	87	ai	ai	NOUN
cana-6187	73	88	)	)	PUNCT
cana-6187	73	89	adoption	adoption	NOUN
cana-6187	73	90	rate	rate	NOUN
cana-6187	73	91	in	in	ADP
cana-6187	73	92	financial	financial	ADJ
cana-6187	73	93	businesses	business	NOUN
cana-6187	73	94	worldwide	worldwide	ADV
cana-6187	73	95	in	in	ADP
cana-6187	73	96	2022	2022	NUM
cana-6187	73	97	and	and	CCONJ
cana-6187	73	98	2025	2025	NUM
cana-6187	73	99	4	4	NUM
cana-6187	73	100	most	most	ADV
cana-6187	73	101	popular	popular	ADJ
cana-6187	73	102	ai	ai	VERB
cana-6187	73	103	use	use	NOUN
cana-6187	73	104	cases	case	NOUN
cana-6187	73	105	in	in	ADP
cana-6187	73	106	financial	financial	ADJ
cana-6187	73	107	services	service	NOUN
cana-6187	73	108	worldwide	worldwide	ADV
cana-6187	73	109	in	in	ADP
cana-6187	73	110	2023	2023	NUM
cana-6187	73	111	https://www.statista.com/statistics/1254724/revenue-impact-of-ai-financial-services/	https://www.statista.com/statistics/1254724/revenue-impact-of-ai-financial-services/	PROPN
cana-6187	73	112	https://www.statista.com/statistics/1254724/revenue-impact-of-ai-financial-services/	https://www.statista.com/statistics/1254724/revenue-impact-of-ai-financial-services/	PROPN
cana-6187	73	113	https://www.statista.com/statistics/1446269/ai-in-fintech-market-size-forecast/	https://www.statista.com/statistics/1446269/ai-in-fintech-market-size-forecast/	PROPN
cana-6187	73	114	https://www.statista.com/statistics/1346736/ai-function-adoption-rates-business-finance/	https://www.statista.com/statistics/1346736/ai-function-adoption-rates-business-finance/	NOUN
cana-6187	73	115	https://www.statista.com/statistics/1374567/top-ai-use-cases-in-financial-services-global/	https://www.statista.com/statistics/1374567/top-ai-use-cases-in-financial-services-global/	NOUN
cana-6187	73	116	communications	communication	NOUN
cana-6187	73	117	on	on	ADP
cana-6187	73	118	applied	apply	VERB
cana-6187	73	119	nonlinear	nonlinear	ADJ
cana-6187	73	120	analysis	analysis	NOUN
cana-6187	73	121	issn	issn	NOUN
cana-6187	73	122	:	:	PUNCT
cana-6187	73	123	1074	1074	NUM
cana-6187	73	124	-	-	PUNCT
cana-6187	73	125	133x	133x	NUM
cana-6187	73	126	vol	vol	NOUN
cana-6187	73	127	32	32	NUM
cana-6187	73	128	no	no	NOUN
cana-6187	73	129	.	.	NOUN
cana-6187	73	130	1	1	NUM
cana-6187	73	131	(	(	PUNCT
cana-6187	73	132	2025	2025	NUM
cana-6187	73	133	)	)	PUNCT
cana-6187	73	134	674	674	NUM
cana-6187	73	135	https://internationalpubls.com	https://internationalpubls.com	X
cana-6187	73	136	the	the	DET
cana-6187	73	137	assistances	assistance	NOUN
cana-6187	73	138	of	of	ADP
cana-6187	73	139	artificial	artificial	ADJ
cana-6187	73	140	intelligence	intelligence	NOUN
cana-6187	73	141	in	in	ADP
cana-6187	73	142	fintech	fintech	NOUN
cana-6187	73	143	extend	extend	NOUN
cana-6187	73	144	beyond	beyond	ADP
cana-6187	73	145	revenue	revenue	NOUN
cana-6187	73	146	growth	growth	NOUN
cana-6187	73	147	.	.	PUNCT
cana-6187	74	1	in	in	ADP
cana-6187	74	2	2023	2023	NUM
cana-6187	74	3	,	,	PUNCT
cana-6187	74	4	43	43	NUM
cana-6187	74	5	%	%	NOUN
cana-6187	74	6	of	of	ADP
cana-6187	74	7	respondents	respondent	NOUN
cana-6187	74	8	cited	cite	VERB
cana-6187	74	9	operational	operational	ADJ
cana-6187	74	10	efficiencies	efficiency	NOUN
cana-6187	74	11	as	as	ADP
cana-6187	74	12	the	the	DET
cana-6187	74	13	main	main	ADJ
cana-6187	74	14	benefit	benefit	NOUN
cana-6187	74	15	,	,	PUNCT
cana-6187	74	16	followed	follow	VERB
cana-6187	74	17	by	by	ADP
cana-6187	74	18	competitive	competitive	ADJ
cana-6187	74	19	advantage	advantage	NOUN
cana-6187	74	20	(	(	PUNCT
cana-6187	74	21	42	42	NUM
cana-6187	74	22	%	%	NOUN
cana-6187	74	23	)	)	PUNCT
cana-6187	74	24	and	and	CCONJ
cana-6187	74	25	improved	improve	VERB
cana-6187	74	26	customer	customer	NOUN
cana-6187	74	27	experience	experience	NOUN
cana-6187	74	28	(	(	PUNCT
cana-6187	74	29	27	27	NUM
cana-6187	74	30	%	%	NOUN
cana-6187	74	31	)	)	PUNCT
cana-6187	74	32	5ai	5ai	NOUN
cana-6187	74	33	is	be	AUX
cana-6187	74	34	widely	widely	ADV
cana-6187	74	35	used	use	VERB
cana-6187	74	36	for	for	ADP
cana-6187	74	37	task	task	NOUN
cana-6187	74	38	automation	automation	NOUN
cana-6187	74	39	,	,	PUNCT
cana-6187	74	40	decisionmaking	decisionmake	VERB
cana-6187	74	41	,	,	PUNCT
cana-6187	74	42	and	and	CCONJ
cana-6187	74	43	financial	financial	ADJ
cana-6187	74	44	analysis	analysis	NOUN
cana-6187	74	45	in	in	ADP
cana-6187	74	46	fintech	fintech	NOUN
cana-6187	74	47	operations	operation	NOUN
cana-6187	74	48	6,7	6,7	NUM
cana-6187	74	49	integrating	integrate	VERB
cana-6187	74	50	crm	crm	NOUN
cana-6187	74	51	systems	system	NOUN
cana-6187	74	52	with	with	ADP
cana-6187	74	53	fintech	fintech	NOUN
cana-6187	74	54	platforms	platform	NOUN
cana-6187	74	55	can	can	AUX
cana-6187	74	56	significantly	significantly	ADV
cana-6187	74	57	enhance	enhance	VERB
cana-6187	74	58	crm	crm	PROPN
cana-6187	74	59	and	and	CCONJ
cana-6187	74	60	streamline	streamline	VERB
cana-6187	74	61	operations	operation	NOUN
cana-6187	74	62	.	.	PUNCT
cana-6187	75	1	some	some	DET
cana-6187	75	2	key	key	ADJ
cana-6187	75	3	features	feature	NOUN
cana-6187	75	4	of	of	ADP
cana-6187	75	5	crm	crm	NOUN
cana-6187	75	6	integration	integration	NOUN
cana-6187	75	7	in	in	ADP
cana-6187	75	8	fintech	fintech	NOUN
cana-6187	75	9	and	and	CCONJ
cana-6187	75	10	its	its	PRON
cana-6187	75	11	impact	impact	NOUN
cana-6187	75	12	are	be	AUX
cana-6187	75	13	described	describe	VERB
cana-6187	75	14	in	in	ADP
cana-6187	75	15	the	the	DET
cana-6187	75	16	figure	figure	NOUN
cana-6187	75	17	fig1	fig1	PROPN
cana-6187	75	18	feature	feature	NOUN
cana-6187	75	19	of	of	ADP
cana-6187	75	20	crm	crm	PROPN
cana-6187	75	21	and	and	CCONJ
cana-6187	75	22	its	its	PRON
cana-6187	75	23	impact	impact	NOUN
cana-6187	75	24	b.	b.	PROPN
cana-6187	75	25	fintech	fintech	PROPN
cana-6187	75	26	crm	crm	PROPN
cana-6187	75	27	integration	integration	NOUN
cana-6187	75	28	process	process	NOUN
cana-6187	75	29	integrating	integrate	VERB
cana-6187	75	30	crm	crm	PROPN
cana-6187	75	31	with	with	ADP
cana-6187	75	32	fintech	fintech	NOUN
cana-6187	75	33	platforms	platform	NOUN
cana-6187	75	34	can	can	AUX
cana-6187	75	35	transform	transform	VERB
cana-6187	75	36	how	how	SCONJ
cana-6187	75	37	businesses	business	NOUN
cana-6187	75	38	manage	manage	VERB
cana-6187	75	39	customer	customer	NOUN
cana-6187	75	40	relationships	relationship	NOUN
cana-6187	75	41	,	,	PUNCT
cana-6187	75	42	improve	improve	VERB
cana-6187	75	43	operational	operational	ADJ
cana-6187	75	44	efficiency	efficiency	NOUN
cana-6187	75	45	,	,	PUNCT
cana-6187	75	46	and	and	CCONJ
cana-6187	75	47	drive	drive	VERB
cana-6187	75	48	growth	growth	NOUN
cana-6187	75	49	.	.	PUNCT
cana-6187	76	1	following	follow	VERB
cana-6187	76	2	fig	fig	NOUN
cana-6187	76	3	depicts	depict	VERB
cana-6187	76	4	the	the	DET
cana-6187	76	5	steps	step	NOUN
cana-6187	76	6	fig	fig	NOUN
cana-6187	76	7	.	.	PUNCT
cana-6187	77	1	2	2	NUM
cana-6187	77	2	crm	crm	NOUN
cana-6187	77	3	fintech	fintech	NOUN
cana-6187	77	4	integration	integration	NOUN
cana-6187	77	5	steps	step	VERB
cana-6187	77	6	5	5	NUM
cana-6187	77	7	main	main	ADJ
cana-6187	77	8	benefits	benefit	NOUN
cana-6187	77	9	of	of	ADP
cana-6187	77	10	artificial	artificial	ADJ
cana-6187	77	11	intelligence	intelligence	NOUN
cana-6187	77	12	(	(	PUNCT
cana-6187	77	13	ai	ai	NOUN
cana-6187	77	14	)	)	PUNCT
cana-6187	77	15	in	in	ADP
cana-6187	77	16	the	the	DET
cana-6187	77	17	financial	financial	ADJ
cana-6187	77	18	services	service	NOUN
cana-6187	77	19	sector	sector	NOUN
cana-6187	77	20	globally	globally	ADV
cana-6187	77	21	in	in	ADP
cana-6187	77	22	2022	2022	NUM
cana-6187	77	23	and	and	CCONJ
cana-6187	77	24	2023	2023	NUM
cana-6187	77	25	6	6	NUM
cana-6187	77	26	use	use	NOUN
cana-6187	77	27	of	of	ADP
cana-6187	77	28	artificial	artificial	ADJ
cana-6187	77	29	intelligence	intelligence	NOUN
cana-6187	77	30	(	(	PUNCT
cana-6187	77	31	ai	ai	NOUN
cana-6187	77	32	)	)	PUNCT
cana-6187	77	33	in	in	ADP
cana-6187	77	34	fintech	fintech	NOUN
cana-6187	77	35	operations	operation	NOUN
cana-6187	77	36	in	in	ADP
cana-6187	77	37	chile	chile	NOUN
cana-6187	77	38	in	in	ADP
cana-6187	77	39	2024	2024	NUM
cana-6187	77	40	,	,	PUNCT
cana-6187	77	41	by	by	ADP
cana-6187	77	42	business	business	NOUN
cana-6187	77	43	segment	segment	NOUN
cana-6187	77	44	7	7	NUM
cana-6187	77	45	use	use	NOUN
cana-6187	77	46	of	of	ADP
cana-6187	77	47	artificial	artificial	ADJ
cana-6187	77	48	intelligence	intelligence	NOUN
cana-6187	77	49	(	(	PUNCT
cana-6187	77	50	ai	ai	NOUN
cana-6187	77	51	)	)	PUNCT
cana-6187	77	52	in	in	ADP
cana-6187	77	53	fintech	fintech	NOUN
cana-6187	77	54	operations	operation	NOUN
cana-6187	77	55	in	in	ADP
cana-6187	77	56	colombia	colombia	PROPN
cana-6187	77	57	in	in	ADP
cana-6187	77	58	2024	2024	NUM
cana-6187	77	59	,	,	PUNCT
cana-6187	77	60	by	by	ADP
cana-6187	77	61	business	business	NOUN
cana-6187	77	62	segment	segment	NOUN
cana-6187	77	63	improved	improve	VERB
cana-6187	77	64	lead	lead	NOUN
cana-6187	77	65	conversion	conversion	NOUN
cana-6187	77	66	efficient	efficient	ADJ
cana-6187	77	67	sale	sale	NOUN
cana-6187	77	68	process	process	NOUN
cana-6187	77	69	reduced	reduce	VERB
cana-6187	77	70	customer	customer	NOUN
cana-6187	77	71	enhanced	enhance	VERB
cana-6187	77	72	lead	lead	NOUN
cana-6187	77	73	nurturing	nurture	VERB
cana-6187	77	74	hyper	hyper	ADJ
cana-6187	77	75	personlization	personlization	NOUN
cana-6187	77	76	enhanced	enhance	VERB
cana-6187	77	77	customer	customer	NOUN
cana-6187	77	78	satisfaction	satisfaction	NOUN
cana-6187	77	79	personalised	personalise	VERB
cana-6187	77	80	engement	engement	NOUN
cana-6187	77	81	proactive	proactive	ADJ
cana-6187	77	82	problem	problem	NOUN
cana-6187	77	83	solving	solve	VERB
cana-6187	77	84	increased	increase	VERB
cana-6187	77	85	customer	customer	NOUN
cana-6187	77	86	retension	retension	NOUN
cana-6187	77	87	customer	customer	NOUN
cana-6187	77	88	support	support	VERB
cana-6187	77	89	regulatory	regulatory	ADJ
cana-6187	77	90	compliance	compliance	NOUN
cana-6187	77	91	crdit	crdit	NOUN
cana-6187	77	92	scoring	scoring	NOUN
cana-6187	77	93	risk	risk	NOUN
cana-6187	77	94	managment	managment	NOUN
cana-6187	77	95	&	&	CCONJ
cana-6187	77	96	compliance	compliance	NOUN
cana-6187	77	97	define	define	VERB
cana-6187	77	98	requireme	requireme	PROPN
cana-6187	77	99	nt	not	PART
cana-6187	77	100	select	select	PROPN
cana-6187	77	101	crm	crm	PROPN
cana-6187	77	102	data	datum	NOUN
cana-6187	77	103	migration	migration	NOUN
cana-6187	77	104	customizat	customizat	PROPN
cana-6187	77	105	ion	ion	NOUN
cana-6187	77	106	training	training	NOUN
cana-6187	77	107	monitor	monitor	NOUN
cana-6187	77	108	&	&	CCONJ
cana-6187	77	109	optimize	optimize	PROPN
cana-6187	77	110	https://www.statista.com/statistics/1419945/main-ai-benefits-financial-services/	https://www.statista.com/statistics/1419945/main-ai-benefits-financial-services/	PROPN
cana-6187	77	111	https://www.statista.com/statistics/1488945/chile-use-of-ai-fintech-operations/	https://www.statista.com/statistics/1488945/chile-use-of-ai-fintech-operations/	PROPN
cana-6187	77	112	https://www.statista.com/statistics/1488807/colombia-use-of-ai-fintech-operations/	https://www.statista.com/statistics/1488807/colombia-use-of-ai-fintech-operations/	PROPN
cana-6187	77	113	communications	communication	NOUN
cana-6187	77	114	on	on	ADP
cana-6187	77	115	applied	apply	VERB
cana-6187	77	116	nonlinear	nonlinear	ADJ
cana-6187	77	117	analysis	analysis	NOUN
cana-6187	77	118	issn	issn	NOUN
cana-6187	77	119	:	:	PUNCT
cana-6187	77	120	1074	1074	NUM
cana-6187	77	121	-	-	PUNCT
cana-6187	77	122	133x	133x	NUM
cana-6187	77	123	vol	vol	NOUN
cana-6187	77	124	32	32	NUM
cana-6187	77	125	no	no	NOUN
cana-6187	77	126	.	.	NOUN
cana-6187	77	127	1	1	NUM
cana-6187	77	128	(	(	PUNCT
cana-6187	77	129	2025	2025	NUM
cana-6187	77	130	)	)	PUNCT
cana-6187	77	131	675	675	NUM
cana-6187	77	132	https://internationalpubls.com	https://internationalpubls.com	X
cana-6187	77	133	c.	c.	PROPN
cana-6187	77	134	crm	crm	PROPN
cana-6187	77	135	tools	tool	NOUN
cana-6187	77	136	used	use	VERB
cana-6187	77	137	in	in	ADP
cana-6187	77	138	fintech	fintech	NOUN
cana-6187	77	139	table	table	NOUN
cana-6187	77	140	1	1	NUM
cana-6187	77	141	.	.	X
cana-6187	77	142	crm	crm	PROPN
cana-6187	77	143	and	and	CCONJ
cana-6187	77	144	its	its	PRON
cana-6187	77	145	feature	feature	NOUN
cana-6187	77	146	name	name	NOUN
cana-6187	77	147	of	of	ADP
cana-6187	77	148	crm	crm	PROPN
cana-6187	77	149	features	feature	VERB
cana-6187	77	150	refrens	refren	NOUN
cana-6187	77	151	sale	sale	PROPN
cana-6187	77	152	crm	crm	PROPN
cana-6187	77	153	●	●	PUNCT
cana-6187	77	154	capture	capture	NOUN
cana-6187	77	155	leads	lead	VERB
cana-6187	77	156	●	●	NUM
cana-6187	77	157	custom	custom	NOUN
cana-6187	77	158	fields	field	NOUN
cana-6187	77	159	●	●	NUM
cana-6187	77	160	label	label	NOUN
cana-6187	77	161	and	and	CCONJ
cana-6187	77	162	tag	tag	NOUN
cana-6187	77	163	every	every	DET
cana-6187	77	164	lead	lead	NOUN
cana-6187	77	165	by	by	ADP
cana-6187	77	166	source	source	NOUN
cana-6187	77	167	●	●	PUNCT
cana-6187	77	168	intelligent	intelligent	ADJ
cana-6187	77	169	insights	insight	NOUN
cana-6187	77	170	and	and	CCONJ
cana-6187	77	171	reports	report	VERB
cana-6187	77	172	●	●	NUM
cana-6187	77	173	automate	automate	ADJ
cana-6187	77	174	follow	follow	NOUN
cana-6187	77	175	-	-	PUNCT
cana-6187	77	176	ups	up	NOUN
cana-6187	77	177	hubspot	hubspot	NOUN
cana-6187	77	178	crm	crm	PROPN
cana-6187	77	179	●	●	PUNCT
cana-6187	77	180	seamless	seamless	ADJ
cana-6187	77	181	automation	automation	NOUN
cana-6187	77	182	●	●	PUNCT
cana-6187	77	183	intuitive	intuitive	ADJ
cana-6187	77	184	ui	ui	NOUN
cana-6187	77	185	●	●	NOUN
cana-6187	77	186	all	all	PRON
cana-6187	77	187	in	in	ADP
cana-6187	77	188	one	one	NUM
cana-6187	77	189	tool	tool	NOUN
cana-6187	77	190	●	●	NOUN
cana-6187	77	191	useful	useful	ADJ
cana-6187	77	192	for	for	ADP
cana-6187	77	193	fsi	fsi	PROPN
cana-6187	77	194	with	with	ADP
cana-6187	77	195	lean	lean	ADJ
cana-6187	77	196	sales	sale	NOUN
cana-6187	77	197	team	team	NOUN
cana-6187	77	198	affinity	affinity	NOUN
cana-6187	77	199	crm	crm	PROPN
cana-6187	77	200	●	●	PROPN
cana-6187	77	201	tailored	tailor	VERB
cana-6187	77	202	for	for	ADP
cana-6187	77	203	relationship	relationship	NOUN
cana-6187	77	204	-	-	PUNCT
cana-6187	77	205	driven	drive	VERB
cana-6187	77	206	teams	team	NOUN
cana-6187	77	207	●	●	NUM
cana-6187	77	208	track	track	VERB
cana-6187	77	209	all	all	DET
cana-6187	77	210	conversations	conversation	NOUN
cana-6187	77	211	and	and	CCONJ
cana-6187	77	212	attachments	attachment	NOUN
cana-6187	77	213	●	●	NUM
cana-6187	77	214	analyse	analyse	NOUN
cana-6187	77	215	data	datum	NOUN
cana-6187	77	216	points	point	NOUN
cana-6187	77	217	based	base	VERB
cana-6187	77	218	on	on	ADP
cana-6187	77	219	team	team	NOUN
cana-6187	77	220	relationships	relationship	NOUN
cana-6187	77	221	and	and	CCONJ
cana-6187	77	222	interactions	interaction	NOUN
cana-6187	77	223	.	.	PUNCT
cana-6187	78	1	●	●	PUNCT
cana-6187	78	2	integrate	integrate	VERB
cana-6187	78	3	with	with	ADP
cana-6187	78	4	dropbox	dropbox	PROPN
cana-6187	78	5	business	business	NOUN
cana-6187	78	6	,	,	PUNCT
cana-6187	78	7	mailchimp	mailchimp	PROPN
cana-6187	78	8	,	,	PUNCT
cana-6187	78	9	microsoft	microsoft	PROPN
cana-6187	78	10	teams	team	NOUN
cana-6187	78	11	,	,	PUNCT
cana-6187	78	12	google	google	PROPN
cana-6187	78	13	drive	drive	NOUN
cana-6187	78	14	salesforce	salesforce	NOUN
cana-6187	78	15	sales	sale	NOUN
cana-6187	78	16	cloud	cloud	NOUN
cana-6187	78	17	●	●	NUM
cana-6187	78	18	satisfy	satisfy	NOUN
cana-6187	78	19	unique	unique	ADJ
cana-6187	78	20	needs	need	NOUN
cana-6187	78	21	of	of	ADP
cana-6187	78	22	fsi	fsi	NOUN
cana-6187	78	23	●	●	NUM
cana-6187	78	24	centralized	centralized	ADJ
cana-6187	78	25	management	management	NOUN
cana-6187	78	26	of	of	ADP
cana-6187	78	27	financial	financial	ADJ
cana-6187	78	28	data	datum	NOUN
cana-6187	78	29	●	●	NUM
cana-6187	78	30	flexibility	flexibility	NOUN
cana-6187	78	31	●	●	NUM
cana-6187	78	32	access	access	NOUN
cana-6187	78	33	accurate	accurate	ADJ
cana-6187	78	34	client	client	NOUN
cana-6187	78	35	data	datum	NOUN
cana-6187	78	36	at	at	ADP
cana-6187	78	37	the	the	DET
cana-6187	78	38	right	right	ADJ
cana-6187	78	39	time	time	NOUN
cana-6187	78	40	●	●	PUNCT
cana-6187	78	41	manage	manage	VERB
cana-6187	78	42	security	security	NOUN
cana-6187	78	43	risks	risk	NOUN
cana-6187	78	44	and	and	CCONJ
cana-6187	78	45	ensure	ensure	VERB
cana-6187	78	46	regulatory	regulatory	ADJ
cana-6187	78	47	compliance	compliance	NOUN
cana-6187	78	48	.	.	PUNCT
cana-6187	79	1	redtail	redtail	NOUN
cana-6187	79	2	●	●	PUNCT
cana-6187	79	3	supports	support	NOUN
cana-6187	79	4	client	client	NOUN
cana-6187	79	5	management	management	NOUN
cana-6187	79	6	,	,	PUNCT
cana-6187	79	7	workflow	workflow	NOUN
cana-6187	79	8	automation	automation	NOUN
cana-6187	79	9	,	,	PUNCT
cana-6187	79	10	compliance	compliance	NOUN
cana-6187	79	11	tracking	tracking	NOUN
cana-6187	79	12	,	,	PUNCT
cana-6187	79	13	and	and	CCONJ
cana-6187	79	14	document	document	NOUN
cana-6187	79	15	management	management	NOUN
cana-6187	79	16	.	.	PUNCT
cana-6187	80	1	●	●	NUM
cana-6187	80	2	tailored	tailor	VERB
cana-6187	80	3	functionalities	functionality	NOUN
cana-6187	80	4	for	for	ADP
cana-6187	80	5	fsi	fsi	PROPN
cana-6187	80	6	businesses	business	NOUN
cana-6187	80	7	such	such	ADJ
cana-6187	80	8	as	as	ADP
cana-6187	80	9	manage	manage	NOUN
cana-6187	80	10	client	client	NOUN
cana-6187	80	11	relationships	relationship	NOUN
cana-6187	80	12	,	,	PUNCT
cana-6187	80	13	sales	sale	NOUN
cana-6187	80	14	processes	process	NOUN
cana-6187	80	15	,	,	PUNCT
cana-6187	80	16	and	and	CCONJ
cana-6187	80	17	customer	customer	NOUN
cana-6187	80	18	service	service	NOUN
cana-6187	80	19	.	.	PUNCT
cana-6187	81	1	●	●	PUNCT
cana-6187	81	2	impressive	impressive	ADJ
cana-6187	81	3	scalability	scalability	NOUN
cana-6187	81	4	,	,	PUNCT
cana-6187	81	5	integration	integration	NOUN
cana-6187	81	6	capabilities	capability	NOUN
cana-6187	81	7	,	,	PUNCT
cana-6187	81	8	and	and	CCONJ
cana-6187	81	9	security	security	NOUN
cana-6187	81	10	and	and	CCONJ
cana-6187	81	11	compliance	compliance	NOUN
cana-6187	81	12	features	feature	NOUN
cana-6187	81	13	.	.	PUNCT
cana-6187	82	1	deal	deal	VERB
cana-6187	82	2	cloud	cloud	NOUN
cana-6187	82	3	●	●	NOUN
cana-6187	82	4	supports	support	NOUN
cana-6187	82	5	and	and	CCONJ
cana-6187	82	6	organizes	organize	VERB
cana-6187	82	7	critical	critical	ADJ
cana-6187	82	8	business	business	NOUN
cana-6187	82	9	development	development	NOUN
cana-6187	82	10	initiatives	initiative	NOUN
cana-6187	82	11	like	like	ADP
cana-6187	82	12	phone	phone	NOUN
cana-6187	82	13	calls	call	NOUN
cana-6187	82	14	,	,	PUNCT
cana-6187	82	15	emails	email	NOUN
cana-6187	82	16	,	,	PUNCT
cana-6187	82	17	conferences	conference	NOUN
cana-6187	82	18	and	and	CCONJ
cana-6187	82	19	trade	trade	NOUN
cana-6187	82	20	shows	show	NOUN
cana-6187	82	21	,	,	PUNCT
cana-6187	82	22	and	and	CCONJ
cana-6187	82	23	meetings	meeting	NOUN
cana-6187	82	24	●	●	PUNCT
cana-6187	82	25	specially	specially	ADV
cana-6187	82	26	designed	design	VERB
cana-6187	82	27	for	for	ADP
cana-6187	82	28	the	the	DET
cana-6187	82	29	complex	complex	ADJ
cana-6187	82	30	needs	need	NOUN
cana-6187	82	31	of	of	ADP
cana-6187	82	32	partner	partner	NOUN
cana-6187	82	33	-	-	PUNCT
cana-6187	82	34	driven	drive	VERB
cana-6187	82	35	capital	capital	NOUN
cana-6187	82	36	markets	market	NOUN
cana-6187	82	37	firms	firm	NOUN
cana-6187	82	38	.	.	PUNCT
cana-6187	83	1	communications	communication	NOUN
cana-6187	83	2	on	on	ADP
cana-6187	83	3	applied	apply	VERB
cana-6187	83	4	nonlinear	nonlinear	ADJ
cana-6187	83	5	analysis	analysis	NOUN
cana-6187	83	6	issn	issn	NOUN
cana-6187	83	7	:	:	PUNCT
cana-6187	83	8	1074	1074	NUM
cana-6187	83	9	-	-	PUNCT
cana-6187	83	10	133x	133x	NUM
cana-6187	83	11	vol	vol	NOUN
cana-6187	83	12	32	32	NUM
cana-6187	83	13	no	no	NOUN
cana-6187	83	14	.	.	NOUN
cana-6187	83	15	1	1	NUM
cana-6187	83	16	(	(	PUNCT
cana-6187	83	17	2025	2025	NUM
cana-6187	83	18	)	)	PUNCT
cana-6187	83	19	676	676	NUM
cana-6187	83	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-6187	83	21	●	●	PUNCT
cana-6187	83	22	offers	offer	VERB
cana-6187	83	23	vertical	vertical	ADJ
cana-6187	83	24	-	-	PUNCT
cana-6187	83	25	specific	specific	ADJ
cana-6187	83	26	solutions	solution	NOUN
cana-6187	83	27	●	●	NOUN
cana-6187	83	28	acts	act	NOUN
cana-6187	83	29	as	as	ADP
cana-6187	83	30	a	a	DET
cana-6187	83	31	single	single	ADJ
cana-6187	83	32	source	source	NOUN
cana-6187	83	33	of	of	ADP
cana-6187	83	34	information	information	NOUN
cana-6187	83	35	for	for	ADP
cana-6187	83	36	dealmakers	dealmaker	NOUN
cana-6187	83	37	bitrix24	bitrix24	VERB
cana-6187	83	38	●	●	PUNCT
cana-6187	83	39	one	one	NUM
cana-6187	83	40	-	-	PUNCT
cana-6187	83	41	stop	stop	VERB
cana-6187	83	42	free	free	PROPN
cana-6187	83	43	crm	crm	PROPN
cana-6187	83	44	tool	tool	NOUN
cana-6187	83	45	for	for	ADP
cana-6187	83	46	managing	manage	VERB
cana-6187	83	47	deals	deal	NOUN
cana-6187	83	48	,	,	PUNCT
cana-6187	83	49	engaging	engage	VERB
cana-6187	83	50	clients	client	NOUN
cana-6187	83	51	,	,	PUNCT
cana-6187	83	52	and	and	CCONJ
cana-6187	83	53	closing	closing	NOUN
cana-6187	83	54	deals	deal	NOUN
cana-6187	83	55	effectively	effectively	ADV
cana-6187	83	56	.	.	PUNCT
cana-6187	84	1	●	●	PUNCT
cana-6187	84	2	provide	provide	VERB
cana-6187	84	3	complete	complete	ADJ
cana-6187	84	4	control	control	NOUN
cana-6187	84	5	from	from	ADP
cana-6187	84	6	lead	lead	ADJ
cana-6187	84	7	acquisition	acquisition	NOUN
cana-6187	84	8	to	to	ADP
cana-6187	84	9	customer	customer	NOUN
cana-6187	84	10	service	service	NOUN
cana-6187	84	11	●	●	NUM
cana-6187	84	12	streamlines	streamline	NOUN
cana-6187	84	13	your	your	PRON
cana-6187	84	14	workflows	workflow	NOUN
cana-6187	84	15	and	and	CCONJ
cana-6187	84	16	sales	sale	NOUN
cana-6187	84	17	funnels	funnel	NOUN
cana-6187	84	18	.	.	PUNCT
cana-6187	85	1	●	●	PUNCT
cana-6187	85	2	offers	offer	VERB
cana-6187	85	3	free	free	ADJ
cana-6187	85	4	crm	crm	PROPN
cana-6187	85	5	website	website	NOUN
cana-6187	85	6	templates	template	NOUN
cana-6187	85	7	,	,	PUNCT
cana-6187	85	8	forms	form	NOUN
cana-6187	85	9	,	,	PUNCT
cana-6187	85	10	live	live	ADJ
cana-6187	85	11	chats	chat	NOUN
cana-6187	85	12	,	,	PUNCT
cana-6187	85	13	calls	call	NOUN
cana-6187	85	14	,	,	PUNCT
cana-6187	85	15	or	or	CCONJ
cana-6187	85	16	messengers	messenger	NOUN
cana-6187	85	17	●	●	PUNCT
cana-6187	85	18	allows	allow	VERB
cana-6187	85	19	easy	easy	ADJ
cana-6187	85	20	migration	migration	NOUN
cana-6187	85	21	of	of	ADP
cana-6187	85	22	data	datum	NOUN
cana-6187	85	23	from	from	ADP
cana-6187	85	24	other	other	ADJ
cana-6187	85	25	systems	system	NOUN
cana-6187	85	26	wealth	wealth	PROPN
cana-6187	85	27	box	box	PROPN
cana-6187	85	28	crm	crm	PROPN
cana-6187	85	29	●	●	PUNCT
cana-6187	85	30	full	full	ADV
cana-6187	85	31	-	-	PUNCT
cana-6187	85	32	featured	feature	VERB
cana-6187	85	33	crm	crm	NOUN
cana-6187	85	34	offers	offer	VERB
cana-6187	85	35	everything	everything	PRON
cana-6187	85	36	to	to	ADP
cana-6187	85	37	financial	financial	ADJ
cana-6187	85	38	advisors	advisor	NOUN
cana-6187	85	39	and	and	CCONJ
cana-6187	85	40	fintech	fintech	NOUN
cana-6187	85	41	solution	solution	NOUN
cana-6187	85	42	team	team	NOUN
cana-6187	85	43	●	●	X
cana-6187	85	44	integrates	integrate	NOUN
cana-6187	85	45	with	with	ADP
cana-6187	85	46	over	over	ADP
cana-6187	85	47	100	100	NUM
cana-6187	85	48	leading	lead	VERB
cana-6187	85	49	custodial	custodial	ADJ
cana-6187	85	50	platforms	platform	NOUN
cana-6187	85	51	and	and	CCONJ
cana-6187	85	52	wealth	wealth	NOUN
cana-6187	85	53	-	-	PUNCT
cana-6187	85	54	tech	tech	NOUN
cana-6187	85	55	applications	application	NOUN
cana-6187	85	56	.	.	PUNCT
cana-6187	86	1	●	●	PUNCT
cana-6187	86	2	no	no	DET
cana-6187	86	3	training	training	NOUN
cana-6187	86	4	is	be	AUX
cana-6187	86	5	needed	need	VERB
cana-6187	86	6	.	.	PUNCT
cana-6187	87	1	wellyx	wellyx	PROPN
cana-6187	87	2	gym	gym	PROPN
cana-6187	87	3	crm	crm	PROPN
cana-6187	87	4	●	●	PUNCT
cana-6187	87	5	profit	profit	NOUN
cana-6187	87	6	with	with	ADP
cana-6187	87	7	automation	automation	NOUN
cana-6187	87	8	●	●	PUNCT
cana-6187	87	9	user	user	NOUN
cana-6187	87	10	-	-	PUNCT
cana-6187	87	11	friendly	friendly	ADJ
cana-6187	87	12	interface	interface	NOUN
cana-6187	87	13	●	●	NUM
cana-6187	87	14	one	one	NUM
cana-6187	87	15	solution	solution	NOUN
cana-6187	87	16	for	for	ADP
cana-6187	87	17	all	all	PRON
cana-6187	87	18	●	●	NUM
cana-6187	87	19	affordability	affordability	NOUN
cana-6187	87	20	zoho	zoho	PROPN
cana-6187	87	21	crm	crm	PROPN
cana-6187	87	22	●	●	PUNCT
cana-6187	87	23	lead	lead	NOUN
cana-6187	87	24	management	management	NOUN
cana-6187	87	25	●	●	NOUN
cana-6187	87	26	email	email	NOUN
cana-6187	87	27	marketing	marketing	NOUN
cana-6187	87	28	,	,	PUNCT
cana-6187	87	29	and	and	CCONJ
cana-6187	87	30	workflow	workflow	NOUN
cana-6187	87	31	automation	automation	NOUN
cana-6187	87	32	.	.	PUNCT
cana-6187	88	1	pipedrive	pipedrive	ADJ
cana-6187	88	2	●	●	NUM
cana-6187	88	3	focuses	focus	VERB
cana-6187	88	4	on	on	ADP
cana-6187	88	5	sales	sale	NOUN
cana-6187	88	6	pipeline	pipeline	NOUN
cana-6187	88	7	management	management	NOUN
cana-6187	88	8	with	with	ADP
cana-6187	88	9	a	a	DET
cana-6187	88	10	visual	visual	ADJ
cana-6187	88	11	interface	interface	NOUN
cana-6187	88	12	and	and	CCONJ
cana-6187	88	13	automation	automation	NOUN
cana-6187	88	14	features	feature	NOUN
cana-6187	88	15	.	.	PUNCT
cana-6187	89	1	conclusion	conclusion	NOUN
cana-6187	89	2	fintech	fintech	NOUN
cana-6187	89	3	and	and	CCONJ
cana-6187	89	4	ai	ai	PROPN
cana-6187	89	5	are	be	AUX
cana-6187	89	6	revolutionizing	revolutionize	VERB
cana-6187	89	7	crm	crm	NOUN
cana-6187	89	8	by	by	ADP
cana-6187	89	9	enabling	enable	VERB
cana-6187	89	10	deeper	deep	ADJ
cana-6187	89	11	customer	customer	NOUN
cana-6187	89	12	insights	insight	NOUN
cana-6187	89	13	,	,	PUNCT
cana-6187	89	14	personalized	personalized	ADJ
cana-6187	89	15	experiences	experience	NOUN
cana-6187	89	16	,	,	PUNCT
cana-6187	89	17	and	and	CCONJ
cana-6187	89	18	streamlined	streamlined	ADJ
cana-6187	89	19	operations	operation	NOUN
cana-6187	89	20	.	.	PUNCT
cana-6187	90	1	while	while	SCONJ
cana-6187	90	2	challenges	challenge	NOUN
cana-6187	90	3	remain	remain	VERB
cana-6187	90	4	,	,	PUNCT
cana-6187	90	5	the	the	DET
cana-6187	90	6	potential	potential	ADJ
cana-6187	90	7	benefits	benefit	NOUN
cana-6187	90	8	far	far	ADV
cana-6187	90	9	outweigh	outweigh	VERB
cana-6187	90	10	the	the	DET
cana-6187	90	11	risks	risk	NOUN
cana-6187	90	12	.	.	PUNCT
cana-6187	91	1	organizations	organization	NOUN
cana-6187	91	2	that	that	PRON
cana-6187	91	3	embrace	embrace	VERB
cana-6187	91	4	these	these	DET
cana-6187	91	5	technologies	technology	NOUN
cana-6187	91	6	strategically	strategically	ADV
cana-6187	91	7	will	will	AUX
cana-6187	91	8	gain	gain	VERB
cana-6187	91	9	a	a	DET
cana-6187	91	10	competitive	competitive	ADJ
cana-6187	91	11	edge	edge	NOUN
cana-6187	91	12	in	in	ADP
cana-6187	91	13	the	the	DET
cana-6187	91	14	evolving	evolve	VERB
cana-6187	91	15	marketplace	marketplace	NOUN
cana-6187	91	16	.	.	PUNCT
cana-6187	92	1	by	by	ADP
cana-6187	92	2	addressing	address	VERB
cana-6187	92	3	ethical	ethical	ADJ
cana-6187	92	4	considerations	consideration	NOUN
cana-6187	92	5	and	and	CCONJ
cana-6187	92	6	investing	invest	VERB
cana-6187	92	7	in	in	ADP
cana-6187	92	8	innovation	innovation	NOUN
cana-6187	92	9	,	,	PUNCT
cana-6187	92	10	businesses	business	NOUN
cana-6187	92	11	can	can	AUX
cana-6187	92	12	unlock	unlock	VERB
cana-6187	92	13	the	the	DET
cana-6187	92	14	full	full	ADJ
cana-6187	92	15	potential	potential	NOUN
cana-6187	92	16	of	of	ADP
cana-6187	92	17	fintech	fintech	NOUN
cana-6187	92	18	and	and	CCONJ
cana-6187	92	19	ai	ai	VERB
cana-6187	92	20	to	to	PART
cana-6187	92	21	shape	shape	VERB
cana-6187	92	22	the	the	DET
cana-6187	92	23	future	future	NOUN
cana-6187	92	24	of	of	ADP
cana-6187	92	25	customer	customer	NOUN
cana-6187	92	26	relationship	relationship	NOUN
cana-6187	92	27	management	management	NOUN
cana-6187	92	28	.	.	PUNCT
cana-6187	93	1	fintech	fintech	NOUN
cana-6187	93	2	,	,	PUNCT
cana-6187	93	3	when	when	SCONJ
cana-6187	93	4	combined	combine	VERB
cana-6187	93	5	with	with	ADP
cana-6187	93	6	crm	crm	PROPN
cana-6187	93	7	,	,	PUNCT
cana-6187	93	8	is	be	AUX
cana-6187	93	9	democratizing	democratize	VERB
cana-6187	93	10	financial	financial	ADJ
cana-6187	93	11	services	service	NOUN
cana-6187	93	12	by	by	ADP
cana-6187	93	13	reaching	reach	VERB
cana-6187	93	14	out	out	ADP
cana-6187	93	15	to	to	ADP
cana-6187	93	16	the	the	DET
cana-6187	93	17	unbanked	unbanked	ADJ
cana-6187	93	18	and	and	CCONJ
cana-6187	93	19	underbanked	underbanked	ADJ
cana-6187	93	20	,	,	PUNCT
cana-6187	93	21	driving	drive	VERB
cana-6187	93	22	financial	financial	ADJ
cana-6187	93	23	inclusion	inclusion	NOUN
cana-6187	93	24	,	,	PUNCT
cana-6187	93	25	and	and	CCONJ
cana-6187	93	26	cultivating	cultivate	VERB
cana-6187	93	27	an	an	DET
cana-6187	93	28	innovative	innovative	ADJ
cana-6187	93	29	culture	culture	NOUN
cana-6187	93	30	.	.	PUNCT
cana-6187	94	1	this	this	PRON
cana-6187	94	2	is	be	AUX
cana-6187	94	3	more	more	ADJ
cana-6187	94	4	than	than	ADP
cana-6187	94	5	just	just	ADV
cana-6187	94	6	changing	change	VERB
cana-6187	94	7	the	the	DET
cana-6187	94	8	way	way	NOUN
cana-6187	94	9	businesses	business	NOUN
cana-6187	94	10	operate	operate	VERB
cana-6187	94	11	;	;	PUNCT
cana-6187	94	12	it	it	PRON
cana-6187	94	13	is	be	AUX
cana-6187	94	14	also	also	ADV
cana-6187	94	15	about	about	ADP
cana-6187	94	16	changing	change	VERB
cana-6187	94	17	how	how	SCONJ
cana-6187	94	18	indians	indian	NOUN
cana-6187	94	19	manage	manage	VERB
cana-6187	94	20	,	,	PUNCT
cana-6187	94	21	invest	invest	VERB
cana-6187	94	22	,	,	PUNCT
cana-6187	94	23	and	and	CCONJ
cana-6187	94	24	spend	spend	VERB
cana-6187	94	25	money	money	NOUN
cana-6187	94	26	.	.	PUNCT
cana-6187	95	1	communications	communication	NOUN
cana-6187	95	2	on	on	ADP
cana-6187	95	3	applied	apply	VERB
cana-6187	95	4	nonlinear	nonlinear	ADJ
cana-6187	95	5	analysis	analysis	NOUN
cana-6187	95	6	issn	issn	NOUN
cana-6187	95	7	:	:	PUNCT
cana-6187	95	8	1074	1074	NUM
cana-6187	95	9	-	-	PUNCT
cana-6187	95	10	133x	133x	NUM
cana-6187	95	11	vol	vol	NOUN
cana-6187	95	12	32	32	NUM
cana-6187	95	13	no	no	NOUN
cana-6187	95	14	.	.	NOUN
cana-6187	95	15	1	1	NUM
cana-6187	95	16	(	(	PUNCT
cana-6187	95	17	2025	2025	NUM
cana-6187	95	18	)	)	PUNCT
cana-6187	95	19	677	677	NUM
cana-6187	95	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-6187	95	21	ai	ai	AUX
cana-6187	95	22	-	-	PUNCT
cana-6187	95	23	powered	power	VERB
cana-6187	95	24	crm	crm	NOUN
cana-6187	95	25	solutions	solution	NOUN
cana-6187	95	26	help	help	VERB
cana-6187	95	27	financial	financial	ADJ
cana-6187	95	28	organizations	organization	NOUN
cana-6187	95	29	improve	improve	VERB
cana-6187	95	30	operational	operational	ADJ
cana-6187	95	31	efficiency	efficiency	NOUN
cana-6187	95	32	by	by	ADP
cana-6187	95	33	automating	automate	VERB
cana-6187	95	34	repetitive	repetitive	ADJ
cana-6187	95	35	operations	operation	NOUN
cana-6187	95	36	,	,	PUNCT
cana-6187	95	37	streamlining	streamlining	NOUN
cana-6187	95	38	processes	process	NOUN
cana-6187	95	39	,	,	PUNCT
cana-6187	95	40	and	and	CCONJ
cana-6187	95	41	improving	improve	VERB
cana-6187	95	42	resource	resource	NOUN
cana-6187	95	43	allocation	allocation	NOUN
cana-6187	95	44	.	.	PUNCT
cana-6187	96	1	ai	ai	AUX
cana-6187	96	2	-	-	PUNCT
cana-6187	96	3	enabled	enable	VERB
cana-6187	96	4	crm	crm	NOUN
cana-6187	96	5	solutions	solution	NOUN
cana-6187	96	6	automate	automate	VERB
cana-6187	96	7	routine	routine	ADJ
cana-6187	96	8	questions	question	NOUN
cana-6187	96	9	like	like	ADP
cana-6187	96	10	account	account	NOUN
cana-6187	96	11	inquiries	inquiry	NOUN
cana-6187	96	12	and	and	CCONJ
cana-6187	96	13	transaction	transaction	NOUN
cana-6187	96	14	disputes	dispute	NOUN
cana-6187	96	15	,	,	PUNCT
cana-6187	96	16	freeing	free	VERB
cana-6187	96	17	up	up	ADP
cana-6187	96	18	time	time	NOUN
cana-6187	96	19	for	for	SCONJ
cana-6187	96	20	customer	customer	NOUN
cana-6187	96	21	care	care	NOUN
cana-6187	96	22	agents	agent	NOUN
cana-6187	96	23	to	to	PART
cana-6187	96	24	handle	handle	VERB
cana-6187	96	25	complicated	complicated	ADJ
cana-6187	96	26	issues	issue	NOUN
cana-6187	96	27	and	and	CCONJ
cana-6187	96	28	give	give	VERB
cana-6187	96	29	tailored	tailored	ADJ
cana-6187	96	30	support	support	NOUN
cana-6187	96	31	.	.	PUNCT
cana-6187	97	1	financial	financial	ADJ
cana-6187	97	2	companies	company	NOUN
cana-6187	97	3	may	may	AUX
cana-6187	97	4	be	be	AUX
cana-6187	97	5	able	able	ADJ
cana-6187	97	6	to	to	PART
cana-6187	97	7	predict	predict	VERB
cana-6187	97	8	consumer	consumer	NOUN
cana-6187	97	9	behaviour	behaviour	NOUN
cana-6187	97	10	,	,	PUNCT
cana-6187	97	11	find	find	VERB
cana-6187	97	12	cross	cross	ADJ
cana-6187	97	13	-	-	ADJ
cana-6187	97	14	selling	selling	ADJ
cana-6187	97	15	opportunities	opportunity	NOUN
cana-6187	97	16	,	,	PUNCT
cana-6187	97	17	and	and	CCONJ
cana-6187	97	18	improve	improve	VERB
cana-6187	97	19	marketing	marketing	NOUN
cana-6187	97	20	tactics	tactic	NOUN
cana-6187	97	21	with	with	ADP
cana-6187	97	22	the	the	DET
cana-6187	97	23	use	use	NOUN
cana-6187	97	24	of	of	ADP
cana-6187	97	25	ai	ai	NOUN
cana-6187	97	26	-	-	PUNCT
cana-6187	97	27	driven	drive	VERB
cana-6187	97	28	predictive	predictive	ADJ
cana-6187	97	29	analytics	analytic	NOUN
cana-6187	97	30	,	,	PUNCT
cana-6187	97	31	which	which	PRON
cana-6187	97	32	might	might	AUX
cana-6187	97	33	boost	boost	VERB
cana-6187	97	34	revenue	revenue	NOUN
cana-6187	97	35	generation	generation	NOUN
cana-6187	97	36	and	and	CCONJ
cana-6187	97	37	sales	sale	NOUN
cana-6187	97	38	effectiveness	effectiveness	NOUN
cana-6187	97	39	.	.	PUNCT
cana-6187	98	1	reference	reference	NOUN
cana-6187	98	2	1	1	NUM
cana-6187	98	3	.	.	PUNCT
cana-6187	99	1	ajayi	ajayi	PROPN
cana-6187	99	2	,	,	PUNCT
cana-6187	99	3	f.a	f.a	PROPN
cana-6187	99	4	.	.	PROPN
cana-6187	99	5	,	,	PUNCT
cana-6187	99	6	udeh	udeh	PROPN
cana-6187	99	7	,	,	PUNCT
cana-6187	99	8	c.a	c.a	PROPN
cana-6187	99	9	.	.	PROPN
cana-6187	99	10	(	(	PUNCT
cana-6187	99	11	2024	2024	NUM
cana-6187	99	12	)	)	PUNCT
cana-6187	99	13	.	.	PUNCT
cana-6187	100	1	review	review	NOUN
cana-6187	100	2	of	of	ADP
cana-6187	100	3	crew	crew	NOUN
cana-6187	100	4	resilience	resilience	NOUN
cana-6187	100	5	and	and	CCONJ
cana-6187	100	6	mental	mental	ADJ
cana-6187	100	7	health	health	NOUN
cana-6187	100	8	practices	practice	NOUN
cana-6187	100	9	in	in	ADP
cana-6187	100	10	the	the	DET
cana-6187	100	11	marine	marine	ADJ
cana-6187	100	12	industry	industry	NOUN
cana-6187	100	13	:	:	PUNCT
cana-6187	100	14	pathways	pathway	NOUN
cana-6187	100	15	to	to	ADP
cana-6187	100	16	improvement	improvement	NOUN
cana-6187	100	17	.	.	PUNCT
cana-6187	101	1	magna	magna	PROPN
cana-6187	101	2	scientia	scientia	PROPN
cana-6187	101	3	advanced	advanced	ADJ
cana-6187	101	4	biology	biology	NOUN
cana-6187	101	5	and	and	CCONJ
cana-6187	101	6	pharmacy	pharmacy	NOUN
cana-6187	101	7	,	,	PUNCT
cana-6187	101	8	11(02	11(02	NUM
cana-6187	101	9	)	)	PUNCT
cana-6187	101	10	,	,	PUNCT
cana-6187	101	11	033–049	033–049	NUM
cana-6187	101	12	.	.	PUNCT
cana-6187	102	1	https://doi.org/10.30574/msabp.2024.11.2.0021	https://doi.org/10.30574/msabp.2024.11.2.0021	NUM
cana-6187	102	2	2	2	NUM
cana-6187	102	3	.	.	PUNCT
cana-6187	103	1	hentzen	hentzen	PROPN
cana-6187	103	2	,	,	PUNCT
cana-6187	103	3	j.	j.	PROPN
cana-6187	103	4	k.	k.	PROPN
cana-6187	103	5	,	,	PUNCT
cana-6187	103	6	hoffmann	hoffmann	PROPN
cana-6187	103	7	,	,	PUNCT
cana-6187	103	8	a.	a.	PROPN
cana-6187	103	9	,	,	PUNCT
cana-6187	103	10	dolan	dolan	PROPN
cana-6187	103	11	,	,	PUNCT
cana-6187	103	12	r.	r.	PROPN
cana-6187	103	13	,	,	PUNCT
cana-6187	103	14	&	&	CCONJ
cana-6187	103	15	pala	pala	PROPN
cana-6187	103	16	,	,	PUNCT
cana-6187	103	17	e.	e.	PROPN
cana-6187	103	18	(	(	PUNCT
cana-6187	103	19	2022	2022	NUM
cana-6187	103	20	)	)	PUNCT
cana-6187	103	21	.	.	PUNCT
cana-6187	104	1	artificial	artificial	ADJ
cana-6187	104	2	intelligence	intelligence	NOUN
cana-6187	104	3	in	in	ADP
cana-6187	104	4	customerfacing	customerface	VERB
cana-6187	104	5	financial	financial	ADJ
cana-6187	104	6	services	service	NOUN
cana-6187	104	7	:	:	PUNCT
cana-6187	104	8	a	a	DET
cana-6187	104	9	systematic	systematic	ADJ
cana-6187	104	10	literature	literature	NOUN
cana-6187	104	11	review	review	NOUN
cana-6187	104	12	and	and	CCONJ
cana-6187	104	13	agenda	agenda	NOUN
cana-6187	104	14	for	for	ADP
cana-6187	104	15	future	future	ADJ
cana-6187	104	16	research	research	NOUN
cana-6187	104	17	.	.	PUNCT
cana-6187	105	1	international	international	ADJ
cana-6187	105	2	journal	journal	PROPN
cana-6187	105	3	of	of	ADP
cana-6187	105	4	bank	bank	PROPN
cana-6187	105	5	marketing	marketing	NOUN
cana-6187	105	6	,	,	PUNCT
cana-6187	105	7	40(6	40(6	NOUN
cana-6187	105	8	)	)	PUNCT
cana-6187	105	9	,	,	PUNCT
cana-6187	105	10	1299	1299	NUM
cana-6187	105	11	-	-	SYM
cana-6187	105	12	1336	1336	NUM
cana-6187	105	13	.	.	PUNCT
cana-6187	106	1	3	3	X
cana-6187	106	2	.	.	X
cana-6187	106	3	kuteesa	kuteesa	PROPN
cana-6187	106	4	,	,	PUNCT
cana-6187	106	5	k.	k.	PROPN
cana-6187	106	6	n.	n.	PROPN
cana-6187	106	7	,	,	PUNCT
cana-6187	106	8	akpuokwe	akpuokwe	NOUN
cana-6187	106	9	,	,	PUNCT
cana-6187	106	10	c.	c.	PROPN
cana-6187	106	11	u.	u.	PROPN
cana-6187	106	12	,	,	PUNCT
cana-6187	106	13	&	&	CCONJ
cana-6187	106	14	udeh	udeh	PROPN
cana-6187	106	15	,	,	PUNCT
cana-6187	106	16	c.	c.	PROPN
cana-6187	106	17	a.	a.	PROPN
cana-6187	106	18	(	(	PUNCT
cana-6187	106	19	2024	2024	NUM
cana-6187	106	20	)	)	PUNCT
cana-6187	106	21	.	.	PUNCT
cana-6187	107	1	financing	financing	NOUN
cana-6187	107	2	models	model	NOUN
cana-6187	107	3	for	for	ADP
cana-6187	107	4	global	global	ADJ
cana-6187	107	5	health	health	NOUN
cana-6187	107	6	initiatives	initiative	NOUN
cana-6187	107	7	:	:	PUNCT
cana-6187	107	8	lessons	lesson	NOUN
cana-6187	107	9	from	from	ADP
cana-6187	107	10	maternal	maternal	ADJ
cana-6187	107	11	and	and	CCONJ
cana-6187	107	12	gender	gender	NOUN
cana-6187	107	13	equality	equality	NOUN
cana-6187	107	14	programs	program	NOUN
cana-6187	107	15	.	.	PUNCT
cana-6187	108	1	international	international	ADJ
cana-6187	108	2	medical	medical	ADJ
cana-6187	108	3	science	science	PROPN
cana-6187	108	4	research	research	NOUN
cana-6187	108	5	journal	journal	NOUN
cana-6187	108	6	,	,	PUNCT
cana-6187	108	7	4(4	4(4	NUM
cana-6187	108	8	)	)	PUNCT
cana-6187	108	9	,	,	PUNCT
cana-6187	108	10	470	470	NUM
cana-6187	108	11	-	-	SYM
cana-6187	108	12	483	483	NUM
cana-6187	108	13	.	.	NOUN
cana-6187	109	1	4	4	NUM
cana-6187	109	2	.	.	X
cana-6187	110	1	kuteesa	kuteesa	PROPN
cana-6187	110	2	,	,	PUNCT
cana-6187	110	3	k.	k.	PROPN
cana-6187	110	4	n.	n.	PROPN
cana-6187	110	5	,	,	PUNCT
cana-6187	110	6	akpuokwe	akpuokwe	NOUN
cana-6187	110	7	,	,	PUNCT
cana-6187	110	8	c.	c.	PROPN
cana-6187	110	9	u.	u.	PROPN
cana-6187	110	10	,	,	PUNCT
cana-6187	110	11	&	&	CCONJ
cana-6187	110	12	udeh	udeh	PROPN
cana-6187	110	13	,	,	PUNCT
cana-6187	110	14	c.	c.	PROPN
cana-6187	110	15	a.	a.	PROPN
cana-6187	110	16	(	(	PUNCT
cana-6187	110	17	2024	2024	NUM
cana-6187	110	18	)	)	PUNCT
cana-6187	110	19	.	.	PUNCT
cana-6187	111	1	gender	gender	NOUN
cana-6187	111	2	equity	equity	NOUN
cana-6187	111	3	in	in	ADP
cana-6187	111	4	education	education	NOUN
cana-6187	111	5	:	:	PUNCT
cana-6187	111	6	addressing	address	VERB
cana-6187	111	7	challenges	challenge	NOUN
cana-6187	111	8	and	and	CCONJ
cana-6187	111	9	promoting	promote	VERB
cana-6187	111	10	opportunities	opportunity	NOUN
cana-6187	111	11	for	for	ADP
cana-6187	111	12	social	social	ADJ
cana-6187	111	13	empowerment	empowerment	NOUN
cana-6187	111	14	.	.	PUNCT
cana-6187	112	1	international	international	ADJ
cana-6187	112	2	journal	journal	PROPN
cana-6187	112	3	of	of	ADP
cana-6187	112	4	applied	apply	VERB
cana-6187	112	5	research	research	NOUN
cana-6187	112	6	in	in	ADP
cana-6187	112	7	social	social	ADJ
cana-6187	112	8	sciences	science	NOUN
cana-6187	112	9	,	,	PUNCT
cana-6187	112	10	6(4	6(4	NUM
cana-6187	112	11	)	)	PUNCT
cana-6187	112	12	,	,	PUNCT
cana-6187	112	13	631	631	NUM
cana-6187	112	14	-	-	SYM
cana-6187	112	15	641	641	NUM
cana-6187	112	16	.	.	NOUN
cana-6187	112	17	5	5	NUM
cana-6187	112	18	.	.	X
cana-6187	113	1	kuteesa	kuteesa	PROPN
cana-6187	113	2	,	,	PUNCT
cana-6187	113	3	k.	k.	PROPN
cana-6187	113	4	n.	n.	PROPN
cana-6187	113	5	,	,	PUNCT
cana-6187	113	6	akpuokwe	akpuokwe	NOUN
cana-6187	113	7	,	,	PUNCT
cana-6187	113	8	c.	c.	PROPN
cana-6187	113	9	u.	u.	PROPN
cana-6187	113	10	,	,	PUNCT
cana-6187	113	11	&	&	CCONJ
cana-6187	113	12	udeh	udeh	PROPN
cana-6187	113	13	,	,	PUNCT
cana-6187	113	14	c.	c.	PROPN
cana-6187	113	15	a.	a.	PROPN
cana-6187	113	16	(	(	PUNCT
cana-6187	113	17	2024	2024	NUM
cana-6187	113	18	)	)	PUNCT
cana-6187	113	19	.	.	PUNCT
cana-6187	114	1	theoretical	theoretical	ADJ
cana-6187	114	2	perspectives	perspective	NOUN
cana-6187	114	3	on	on	ADP
cana-6187	114	4	digital	digital	ADJ
cana-6187	114	5	divide	divide	NOUN
cana-6187	114	6	and	and	CCONJ
cana-6187	114	7	ict	ict	NOUN
cana-6187	114	8	access	access	NOUN
cana-6187	114	9	:	:	PUNCT
cana-6187	114	10	comparative	comparative	ADJ
cana-6187	114	11	study	study	NOUN
cana-6187	114	12	of	of	ADP
cana-6187	114	13	rural	rural	ADJ
cana-6187	114	14	communities	community	NOUN
cana-6187	114	15	in	in	ADP
cana-6187	114	16	africa	africa	PROPN
cana-6187	114	17	and	and	CCONJ
cana-6187	114	18	the	the	DET
cana-6187	114	19	united	united	PROPN
cana-6187	114	20	states	states	PROPN
cana-6187	114	21	.	.	PUNCT
cana-6187	115	1	computer	computer	NOUN
cana-6187	115	2	science	science	PROPN
cana-6187	115	3	&	&	CCONJ
cana-6187	115	4	it	it	PRON
cana-6187	115	5	research	research	NOUN
cana-6187	115	6	journal	journal	NOUN
cana-6187	115	7	,	,	PUNCT
cana-6187	115	8	5(4	5(4	NUM
cana-6187	115	9	)	)	PUNCT
cana-6187	115	10	,	,	PUNCT
cana-6187	115	11	839	839	NUM
cana-6187	115	12	-	-	SYM
cana-6187	115	13	849	849	NUM
cana-6187	115	14	6	6	NUM
cana-6187	115	15	.	.	PUNCT
cana-6187	115	16	ledro	ledro	PROPN
cana-6187	115	17	,	,	PUNCT
cana-6187	115	18	c.	c.	PROPN
cana-6187	115	19	(	(	PUNCT
cana-6187	115	20	2022	2022	NUM
cana-6187	115	21	)	)	PUNCT
cana-6187	115	22	.	.	PUNCT
cana-6187	116	1	artificial	artificial	ADJ
cana-6187	116	2	intelligence	intelligence	NOUN
cana-6187	116	3	in	in	ADP
cana-6187	116	4	customer	customer	NOUN
cana-6187	116	5	relationship	relationship	NOUN
cana-6187	116	6	management	management	NOUN
cana-6187	116	7	:	:	PUNCT
cana-6187	116	8	literature	literature	NOUN
cana-6187	116	9	review	review	NOUN
cana-6187	116	10	and	and	CCONJ
cana-6187	116	11	future	future	ADJ
cana-6187	116	12	research	research	NOUN
cana-6187	116	13	directions	direction	NOUN
cana-6187	116	14	.	.	PUNCT
cana-6187	117	1	journal	journal	NOUN
cana-6187	117	2	of	of	ADP
cana-6187	117	3	business	business	PROPN
cana-6187	117	4	&	&	CCONJ
cana-6187	117	5	industrial	industrial	ADJ
cana-6187	117	6	marketing	marketing	NOUN
cana-6187	117	7	.	.	PUNCT
cana-6187	118	1	https://doi.org/10.1108/jbim-07-2021-0332	https://doi.org/10.1108/jbim-07-2021-0332	PRON
cana-6187	118	2	7	7	NUM
cana-6187	118	3	.	.	PUNCT
cana-6187	118	4	n.	n.	PROPN
cana-6187	118	5	kannan	kannan	PROPN
cana-6187	118	6	,	,	PUNCT
cana-6187	118	7	ai	ai	AUX
cana-6187	118	8	-	-	PUNCT
cana-6187	118	9	enabled	enable	VERB
cana-6187	118	10	customer	customer	NOUN
cana-6187	118	11	relationship	relationship	NOUN
cana-6187	118	12	management	management	NOUN
cana-6187	118	13	in	in	ADP
cana-6187	118	14	the	the	DET
cana-6187	118	15	financial	financial	ADJ
cana-6187	118	16	industry	industry	NOUN
cana-6187	118	17	:	:	PUNCT
cana-6187	118	18	a	a	DET
cana-6187	118	19	case	case	NOUN
cana-6187	118	20	study	study	NOUN
cana-6187	118	21	approach	approach	NOUN
cana-6187	118	22	.	.	PUNCT
cana-6187	119	1	international	international	ADJ
cana-6187	119	2	journal	journal	PROPN
cana-6187	119	3	of	of	ADP
cana-6187	119	4	business	business	NOUN
cana-6187	119	5	intelligence	intelligence	NOUN
cana-6187	119	6	research	research	NOUN
cana-6187	119	7	(	(	PUNCT
cana-6187	119	8	ijbir	ijbir	NOUN
cana-6187	119	9	)	)	PUNCT
cana-6187	119	10	,	,	PUNCT
cana-6187	119	11	2(1	2(1	NUM
cana-6187	119	12	)	)	PUNCT
cana-6187	119	13	,	,	PUNCT
cana-6187	119	14	2024	2024	NUM
cana-6187	119	15	,	,	PUNCT
cana-6187	119	16	1	1	NUM
cana-6187	119	17	-	-	SYM
cana-6187	119	18	10	10	NUM
cana-6187	119	19	.	.	NOUN
cana-6187	119	20	8	8	NUM
cana-6187	119	21	.	.	X
cana-6187	120	1	rossi	rossi	PROPN
cana-6187	120	2	,	,	PUNCT
cana-6187	120	3	a.	a.	NOUN
cana-6187	120	4	,	,	PUNCT
cana-6187	120	5	schurr	schurr	NOUN
cana-6187	120	6	,	,	PUNCT
cana-6187	120	7	p.	p.	PROPN
cana-6187	120	8	,	,	PUNCT
cana-6187	120	9	&	&	CCONJ
cana-6187	120	10	terho	terho	PROPN
cana-6187	120	11	,	,	PUNCT
cana-6187	120	12	h.	h.	PROPN
cana-6187	120	13	(	(	PUNCT
cana-6187	120	14	2019	2019	NUM
cana-6187	120	15	)	)	PUNCT
cana-6187	120	16	.	.	PUNCT
cana-6187	121	1	leveraging	leverage	VERB
cana-6187	121	2	artificial	artificial	ADJ
cana-6187	121	3	intelligence	intelligence	NOUN
cana-6187	121	4	for	for	ADP
cana-6187	121	5	customer	customer	NOUN
cana-6187	121	6	relationship	relationship	NOUN
cana-6187	121	7	management	management	NOUN
cana-6187	121	8	in	in	ADP
cana-6187	121	9	financial	financial	ADJ
cana-6187	121	10	services	service	NOUN
cana-6187	121	11	.	.	PUNCT
cana-6187	122	1	journal	journal	PROPN
cana-6187	122	2	of	of	ADP
cana-6187	122	3	financial	financial	ADJ
cana-6187	122	4	services	service	NOUN
cana-6187	122	5	marketing,29(3	marketing,29(3	PROPN
cana-6187	122	6	)	)	PUNCT
cana-6187	122	7	,	,	PUNCT
cana-6187	122	8	206	206	NUM
cana-6187	122	9	-	-	SYM
cana-6187	122	10	221	221	NUM
cana-6187	122	11	.	.	PUNCT
cana-6187	123	1	9	9	X
cana-6187	123	2	.	.	X
cana-6187	123	3	udeh	udeh	PROPN
cana-6187	123	4	,	,	PUNCT
cana-6187	123	5	e.	e.	PROPN
cana-6187	123	6	o.	o.	PROPN
cana-6187	123	7	,	,	PUNCT
cana-6187	123	8	amajuoyi	amajuoyi	PROPN
cana-6187	123	9	,	,	PUNCT
cana-6187	123	10	p.	p.	PROPN
cana-6187	123	11	,	,	PUNCT
cana-6187	123	12	adeusi	adeusi	PROPN
cana-6187	123	13	,	,	PUNCT
cana-6187	123	14	k.	k.	PROPN
cana-6187	123	15	b.	b.	PROPN
cana-6187	123	16	,	,	PUNCT
cana-6187	123	17	&	&	CCONJ
cana-6187	123	18	scott	scott	PROPN
cana-6187	123	19	,	,	PUNCT
cana-6187	123	20	a.	a.	NOUN
cana-6187	123	21	o.	o.	PROPN
cana-6187	123	22	(	(	PUNCT
cana-6187	123	23	2024	2024	NUM
cana-6187	123	24	)	)	PUNCT
cana-6187	123	25	.	.	PUNCT
cana-6187	124	1	ai	ai	VERB
cana-6187	124	2	-	-	PUNCT
cana-6187	124	3	enhanced	enhance	VERB
cana-6187	124	4	fintech	fintech	NOUN
cana-6187	124	5	communication	communication	NOUN
cana-6187	124	6	:	:	PUNCT
cana-6187	124	7	leveraging	leverage	VERB
cana-6187	124	8	chatbots	chatbot	NOUN
cana-6187	124	9	and	and	CCONJ
cana-6187	124	10	nlp	nlp	NOUN
cana-6187	124	11	for	for	ADP
cana-6187	124	12	efficient	efficient	ADJ
cana-6187	124	13	banking	banking	NOUN
cana-6187	124	14	support	support	NOUN
cana-6187	124	15	.	.	PUNCT
cana-6187	125	1	international	international	ADJ
cana-6187	125	2	journal	journal	PROPN
cana-6187	125	3	of	of	ADP
cana-6187	125	4	management	management	NOUN
cana-6187	125	5	&	&	CCONJ
cana-6187	125	6	entrepreneurship	entrepreneurship	NOUN
cana-6187	125	7	research	research	NOUN
cana-6187	125	8	,	,	PUNCT
cana-6187	125	9	6(6	6(6	NOUN
cana-6187	125	10	)	)	PUNCT
cana-6187	125	11	,	,	PUNCT
cana-6187	125	12	1768	1768	NUM
cana-6187	125	13	-	-	SYM
cana-6187	125	14	1786	1786	NUM
cana-6187	125	15	.	.	PUNCT
cana-6187	126	1	10	10	NUM
cana-6187	126	2	.	.	X
cana-6187	127	1	ukato	ukato	PROPN
cana-6187	127	2	,	,	PUNCT
cana-6187	127	3	a.	a.	NOUN
cana-6187	127	4	,	,	PUNCT
cana-6187	127	5	sofoluwe	sofoluwe	VERB
cana-6187	127	6	,	,	PUNCT
cana-6187	127	7	o.	o.	PROPN
cana-6187	127	8	o.	o.	PROPN
cana-6187	127	9	,	,	PUNCT
cana-6187	127	10	jambol	jambol	NOUN
cana-6187	127	11	,	,	PUNCT
cana-6187	127	12	d.	d.	PROPN
cana-6187	127	13	d.	d.	PROPN
cana-6187	127	14	,	,	PUNCT
cana-6187	127	15	&	&	CCONJ
cana-6187	127	16	ochulor	ochulor	ADJ
cana-6187	127	17	,	,	PUNCT
cana-6187	127	18	o.	o.	PROPN
cana-6187	127	19	j.	j.	PROPN
cana-6187	127	20	(	(	PUNCT
cana-6187	127	21	2024	2024	NUM
cana-6187	127	22	)	)	PUNCT
cana-6187	127	23	.	.	PUNCT
cana-6187	128	1	optimizing	optimize	VERB
cana-6187	128	2	maintenance	maintenance	NOUN
cana-6187	128	3	logistics	logistic	NOUN
cana-6187	128	4	on	on	ADP
cana-6187	128	5	offshore	offshore	ADJ
cana-6187	128	6	platforms	platform	NOUN
cana-6187	128	7	with	with	ADP
cana-6187	128	8	ai	ai	VERB
cana-6187	128	9	:	:	PUNCT
cana-6187	128	10	current	current	ADJ
cana-6187	128	11	strategies	strategy	NOUN
cana-6187	128	12	and	and	CCONJ
cana-6187	128	13	future	future	ADJ
cana-6187	128	14	innovations	innovation	NOUN
cana-6187	128	15	.	.	PUNCT
cana-6187	129	1	communications	communication	NOUN
cana-6187	129	2	on	on	ADP
cana-6187	129	3	applied	apply	VERB
cana-6187	129	4	nonlinear	nonlinear	ADJ
cana-6187	129	5	analysis	analysis	NOUN
cana-6187	129	6	issn	issn	NOUN
cana-6187	129	7	:	:	PUNCT
cana-6187	129	8	1074	1074	NUM
cana-6187	129	9	-	-	PUNCT
cana-6187	129	10	133x	133x	NUM
cana-6187	129	11	vol	vol	NOUN
cana-6187	129	12	32	32	NUM
cana-6187	129	13	no	no	NOUN
cana-6187	129	14	.	.	NOUN
cana-6187	129	15	1	1	NUM
cana-6187	129	16	(	(	PUNCT
cana-6187	129	17	2025	2025	NUM
cana-6187	129	18	)	)	PUNCT
cana-6187	129	19	678	678	NUM
cana-6187	129	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-6187	129	21	11	11	NUM
cana-6187	129	22	.	.	PUNCT
cana-6187	130	1	obaigbena	obaigbena	PROPN
cana-6187	130	2	,	,	PUNCT
cana-6187	130	3	a.	a.	NOUN
cana-6187	130	4	,	,	PUNCT
cana-6187	130	5	lottu	lottu	ADJ
cana-6187	130	6	,	,	PUNCT
cana-6187	130	7	o.	o.	PROPN
cana-6187	130	8	a.	a.	PROPN
cana-6187	130	9	,	,	PUNCT
cana-6187	130	10	ugwuanyi	ugwuanyi	PROPN
cana-6187	130	11	,	,	PUNCT
cana-6187	130	12	e.	e.	PROPN
cana-6187	130	13	d.	d.	PROPN
cana-6187	130	14	,	,	PUNCT
cana-6187	130	15	jacks	jacks	PROPN
cana-6187	130	16	,	,	PUNCT
cana-6187	130	17	b.	b.	PROPN
cana-6187	130	18	s.	s.	PROPN
cana-6187	130	19	,	,	PUNCT
cana-6187	130	20	sodiya	sodiya	PROPN
cana-6187	130	21	,	,	PUNCT
cana-6187	130	22	e.	e.	PROPN
cana-6187	130	23	o.	o.	PROPN
cana-6187	130	24	,	,	PUNCT
cana-6187	130	25	&	&	CCONJ
cana-6187	130	26	daraojimba	daraojimba	PROPN
cana-6187	130	27	,	,	PUNCT
cana-6187	130	28	o.	o.	PROPN
cana-6187	130	29	d.	d.	PROPN
cana-6187	130	30	(	(	PUNCT
cana-6187	130	31	2024	2024	NUM
cana-6187	130	32	)	)	PUNCT
cana-6187	130	33	.	.	PUNCT
cana-6187	131	1	ai	ai	VERB
cana-6187	131	2	and	and	CCONJ
cana-6187	131	3	human	human	ADJ
cana-6187	131	4	-	-	PUNCT
cana-6187	131	5	robot	robot	NOUN
cana-6187	131	6	interaction	interaction	NOUN
cana-6187	131	7	:	:	PUNCT
cana-6187	131	8	a	a	DET
cana-6187	131	9	review	review	NOUN
cana-6187	131	10	of	of	ADP
cana-6187	131	11	recent	recent	ADJ
cana-6187	131	12	advances	advance	NOUN
cana-6187	131	13	and	and	CCONJ
cana-6187	131	14	challenges	challenge	NOUN
cana-6187	131	15	.	.	PUNCT
cana-6187	132	1	gsc	gsc	PROPN
cana-6187	132	2	advanced	advanced	ADJ
cana-6187	132	3	research	research	NOUN
cana-6187	132	4	and	and	CCONJ
cana-6187	132	5	reviews	review	NOUN
cana-6187	132	6	,	,	PUNCT
cana-6187	132	7	18(2	18(2	NUM
cana-6187	132	8	)	)	PUNCT
cana-6187	132	9	,	,	PUNCT
cana-6187	132	10	321	321	NUM
cana-6187	132	11	-	-	SYM
cana-6187	132	12	330	330	NUM
cana-6187	132	13	.	.	PUNCT
cana-6187	132	14	12	12	NUM
cana-6187	132	15	.	.	PUNCT
cana-6187	133	1	chowdhury	chowdhury	PROPN
cana-6187	133	2	,	,	PUNCT
cana-6187	133	3	e.	e.	PROPN
cana-6187	133	4	k.	k.	PROPN
cana-6187	133	5	(	(	PUNCT
cana-6187	133	6	2019	2019	NUM
cana-6187	133	7	)	)	PUNCT
cana-6187	133	8	.	.	PUNCT
cana-6187	134	1	use	use	NOUN
cana-6187	134	2	of	of	ADP
cana-6187	134	3	artificial	artificial	ADJ
cana-6187	134	4	intelligence	intelligence	NOUN
cana-6187	134	5	in	in	ADP
cana-6187	134	6	stock	stock	NOUN
cana-6187	134	7	trading	trading	NOUN
cana-6187	134	8	.	.	PUNCT
cana-6187	135	1	13	13	NUM
cana-6187	135	2	.	.	PUNCT
cana-6187	135	3	vijayalakshmi	vijayalakshmi	NOUN
cana-6187	135	4	,	,	PUNCT
cana-6187	135	5	g.	g.	PROPN
cana-6187	135	6	,	,	PUNCT
cana-6187	135	7	&	&	CCONJ
cana-6187	135	8	sheriff	sheriff	PROPN
cana-6187	135	9	,	,	PUNCT
cana-6187	135	10	m.	m.	NOUN
cana-6187	135	11	m.	m.	NOUN
cana-6187	135	12	(	(	PUNCT
cana-6187	135	13	2023	2023	NUM
cana-6187	135	14	)	)	PUNCT
cana-6187	135	15	.	.	PUNCT
cana-6187	136	1	face	face	NOUN
cana-6187	136	2	edge	edge	NOUN
cana-6187	136	3	sum	sum	NOUN
cana-6187	136	4	divisor	divisor	NOUN
cana-6187	136	5	cordial	cordial	ADJ
cana-6187	136	6	graphs	graph	NOUN
cana-6187	136	7	.	.	PUNCT
cana-6187	137	1	indian	indian	ADJ
cana-6187	137	2	journal	journal	PROPN
cana-6187	137	3	of	of	ADP
cana-6187	137	4	natural	natural	ADJ
cana-6187	137	5	sciences	science	NOUN
cana-6187	137	6	,	,	PUNCT
cana-6187	137	7	14(77	14(77	NUM
cana-6187	137	8	)	)	PUNCT
cana-6187	137	9	,	,	PUNCT
cana-6187	137	10	54615	54615	NUM
cana-6187	137	11	-	-	SYM
cana-6187	137	12	54620	54620	NUM
cana-6187	137	13	.	.	PUNCT
cana-6187	138	1	14	14	NUM
cana-6187	138	2	.	.	PUNCT
cana-6187	138	3	smith	smith	PROPN
cana-6187	138	4	,	,	PUNCT
cana-6187	138	5	j.	j.	PROPN
cana-6187	138	6	a.	a.	PROPN
cana-6187	138	7	(	(	PUNCT
cana-6187	138	8	2020	2020	NUM
cana-6187	138	9	)	)	PUNCT
cana-6187	138	10	.	.	PUNCT
cana-6187	139	1	the	the	DET
cana-6187	139	2	impact	impact	NOUN
cana-6187	139	3	of	of	ADP
cana-6187	139	4	fintech	fintech	NOUN
cana-6187	139	5	on	on	ADP
cana-6187	139	6	traditional	traditional	ADJ
cana-6187	139	7	banking	banking	NOUN
cana-6187	139	8	.	.	PUNCT
cana-6187	140	1	journal	journal	PROPN
cana-6187	140	2	of	of	ADP
cana-6187	140	3	financial	financial	ADJ
cana-6187	140	4	innovation	innovation	NOUN
cana-6187	140	5	,	,	PUNCT
cana-6187	140	6	7(2	7(2	NUM
cana-6187	140	7	)	)	PUNCT
cana-6187	140	8	,	,	PUNCT
cana-6187	140	9	45	45	NUM
cana-6187	140	10	-	-	SYM
cana-6187	140	11	62	62	NUM
cana-6187	140	12	.	.	PUNCT
cana-6187	140	13	15	15	NUM
cana-6187	140	14	.	.	PUNCT
cana-6187	141	1	“	"	PUNCT
cana-6187	141	2	marketing	marketing	NOUN
cana-6187	141	3	strategies	strategy	NOUN
cana-6187	141	4	in	in	ADP
cana-6187	141	5	banking	banking	NOUN
cana-6187	141	6	industry	industry	NOUN
cana-6187	141	7	a	a	DET
cana-6187	141	8	study	study	NOUN
cana-6187	141	9	with	with	ADP
cana-6187	141	10	reference	reference	NOUN
cana-6187	141	11	to	to	ADP
cana-6187	141	12	selected	select	VERB
cana-6187	141	13	public	public	ADJ
cana-6187	141	14	and	and	CCONJ
cana-6187	141	15	private	private	ADJ
cana-6187	141	16	sector	sector	NOUN
cana-6187	141	17	banks	bank	NOUN
cana-6187	141	18	in	in	ADP
cana-6187	141	19	andhra	andhra	PROPN
cana-6187	141	20	pradesh	pradesh	PROPN
cana-6187	141	21	”	"	PUNCT
cana-6187	141	22	,	,	PUNCT
cana-6187	141	23	prasad	prasad	PROPN
cana-6187	141	24	mamuduru	mamuduru	PROPN
cana-6187	141	25	http://hdl.handle.net/10603/512034	http://hdl.handle.net/10603/512034	PROPN
cana-6187	141	26	16	16	NUM
cana-6187	141	27	.	.	PUNCT
cana-6187	142	1	alet	alet	PROPN
cana-6187	142	2	h	h	PROPN
cana-6187	142	3	wijga	wijga	PROPN
cana-6187	142	4	,	,	PUNCT
cana-6187	142	5	marjan	marjan	PROPN
cana-6187	142	6	kerkhof	kerkhof	NOUN
cana-6187	142	7	,	,	PUNCT
cana-6187	142	8	ulrike	ulrike	ADJ
cana-6187	142	9	gehring	gehring	NOUN
cana-6187	142	10	,	,	PUNCT
cana-6187	142	11	johan	johan	PROPN
cana-6187	142	12	c	c	PROPN
cana-6187	142	13	de	de	PROPN
cana-6187	142	14	jongste	jongste	PROPN
cana-6187	142	15	,	,	PUNCT
cana-6187	142	16	dirkje	dirkje	NOUN
cana-6187	142	17	s	s	PART
cana-6187	142	18	postma	postma	NOUN
cana-6187	142	19	,	,	PUNCT
cana-6187	142	20	rob	rob	PROPN
cana-6187	142	21	c	c	PROPN
cana-6187	142	22	aalberse	aalberse	PROPN
cana-6187	142	23	,	,	PUNCT
cana-6187	142	24	ada	ada	PROPN
cana-6187	142	25	ph	ph	PROPN
cana-6187	142	26	wolse	wolse	PROPN
cana-6187	142	27	,	,	PUNCT
cana-6187	142	28	gerard	gerard	PROPN
cana-6187	142	29	h	h	PROPN
cana-6187	142	30	koppelman	koppelman	PROPN
cana-6187	142	31	,	,	PUNCT
cana-6187	142	32	lenie	lenie	PROPN
cana-6187	142	33	van	van	PROPN
cana-6187	142	34	rossem	rossem	NOUN
cana-6187	142	35	,	,	PUNCT
cana-6187	142	36	marieke	marieke	PROPN
cana-6187	142	37	oldenwening	oldenwening	PROPN
cana-6187	142	38	,	,	PUNCT
cana-6187	142	39	bert	bert	PROPN
cana-6187	142	40	brunekreef	brunekreef	PROPN
cana-6187	142	41	,	,	PUNCT
cana-6187	142	42	henriëtte	henriëtte	PROPN
cana-6187	142	43	a	a	DET
cana-6187	142	44	smit	smit	PROPN
cana-6187	142	45	,	,	PUNCT
cana-6187	142	46	cohort	cohort	NOUN
cana-6187	142	47	profile	profile	NOUN
cana-6187	142	48	:	:	PUNCT
cana-6187	142	49	the	the	DET
cana-6187	142	50	prevention	prevention	NOUN
cana-6187	142	51	and	and	CCONJ
cana-6187	142	52	incidence	incidence	NOUN
cana-6187	142	53	of	of	ADP
cana-6187	142	54	asthma	asthma	NOUN
cana-6187	142	55	and	and	CCONJ
cana-6187	142	56	mite	mite	PROPN
cana-6187	142	57	allergy	allergy	PROPN
cana-6187	142	58	(	(	PUNCT
cana-6187	142	59	piama	piama	NOUN
cana-6187	142	60	)	)	PUNCT
cana-6187	142	61	birth	birth	NOUN
cana-6187	142	62	cohort	cohort	NOUN
cana-6187	142	63	,	,	PUNCT
cana-6187	142	64	international	international	ADJ
cana-6187	142	65	journal	journal	NOUN
cana-6187	142	66	of	of	ADP
cana-6187	142	67	epidemiology	epidemiology	NOUN
cana-6187	142	68	,	,	PUNCT
cana-6187	142	69	volume	volume	NOUN
cana-6187	142	70	43	43	NUM
cana-6187	142	71	,	,	PUNCT
cana-6187	142	72	issue	issue	NOUN
cana-6187	142	73	2	2	NUM
cana-6187	142	74	,	,	PUNCT
cana-6187	142	75	april	april	PROPN
cana-6187	142	76	2014	2014	NUM
cana-6187	142	77	,	,	PUNCT
cana-6187	142	78	pages	page	VERB
cana-6187	142	79	527–535	527–535	NUM
cana-6187	142	80	17	17	NUM
cana-6187	142	81	.	.	PUNCT
cana-6187	143	1	coskun	coskun	NOUN
cana-6187	143	2	-	-	PUNCT
cana-6187	143	3	setirek	setirek	NOUN
cana-6187	143	4	,	,	PUNCT
cana-6187	143	5	a.	a.	NOUN
cana-6187	143	6	(	(	PUNCT
cana-6187	143	7	2020	2020	NUM
cana-6187	143	8	)	)	PUNCT
cana-6187	143	9	.	.	PUNCT
cana-6187	144	1	the	the	DET
cana-6187	144	2	applications	application	NOUN
cana-6187	144	3	of	of	ADP
cana-6187	144	4	intelligent	intelligent	ADJ
cana-6187	144	5	system	system	NOUN
cana-6187	144	6	technologies	technology	NOUN
cana-6187	144	7	in	in	ADP
cana-6187	144	8	service	service	NOUN
cana-6187	144	9	processes	process	NOUN
cana-6187	144	10	.	.	PUNCT
cana-6187	145	1	international	international	ADJ
cana-6187	145	2	journal	journal	NOUN
cana-6187	145	3	of	of	ADP
cana-6187	145	4	innovative	innovative	ADJ
cana-6187	145	5	technology	technology	NOUN
cana-6187	145	6	and	and	CCONJ
cana-6187	145	7	exploring	explore	VERB
cana-6187	145	8	engineering	engineering	NOUN
cana-6187	145	9	.	.	PUNCT
cana-6187	146	1	18	18	NUM
cana-6187	146	2	.	.	NOUN
cana-6187	146	3	9	9	NUM
cana-6187	146	4	crm	crm	NOUN
cana-6187	146	5	tools	tool	NOUN
cana-6187	146	6	fintech	fintech	NOUN
cana-6187	146	7	firms	firm	NOUN
cana-6187	146	8	should	should	AUX
cana-6187	146	9	use	use	VERB
cana-6187	146	10	in	in	ADP
cana-6187	146	11	2024	2024	NUM
cana-6187	146	12	19	19	NUM
cana-6187	146	13	.	.	PUNCT
cana-6187	147	1	the	the	DET
cana-6187	147	2	top	top	ADJ
cana-6187	147	3	10	10	NUM
cana-6187	147	4	advantages	advantage	NOUN
cana-6187	147	5	of	of	ADP
cana-6187	147	6	crm	crm	NOUN
cana-6187	147	7	for	for	ADP
cana-6187	147	8	fintech	fintech	NOUN
cana-6187	147	9	companies	company	NOUN
cana-6187	147	10	|	|	ADV
cana-6187	147	11	kylas	kyla	VERB
cana-6187	147	12	20	20	NUM
cana-6187	147	13	.	.	PUNCT
cana-6187	148	1	why	why	SCONJ
cana-6187	148	2	crm	crm	PROPN
cana-6187	148	3	makes	make	VERB
cana-6187	148	4	sense	sense	NOUN
cana-6187	148	5	for	for	ADP
cana-6187	148	6	fintech	fintech	NOUN
cana-6187	148	7	companies	company	NOUN
cana-6187	148	8	21	21	NUM
cana-6187	148	9	.	.	PUNCT
cana-6187	148	10	application	application	NOUN
cana-6187	148	11	and	and	CCONJ
cana-6187	148	12	impact	impact	NOUN
cana-6187	148	13	of	of	ADP
cana-6187	148	14	crm	crm	NOUN
cana-6187	148	15	in	in	ADP
cana-6187	148	16	fintech	fintech	NOUN
cana-6187	148	17	space	space	NOUN
cana-6187	148	18	22	22	NUM
cana-6187	148	19	.	.	PUNCT
cana-6187	149	1	how	how	SCONJ
cana-6187	149	2	data	datum	NOUN
cana-6187	149	3	and	and	CCONJ
cana-6187	149	4	ai	ai	PROPN
cana-6187	149	5	are	be	AUX
cana-6187	149	6	reshaping	reshape	VERB
cana-6187	149	7	contemporary	contemporary	ADJ
cana-6187	149	8	hr	hr	NOUN
cana-6187	149	9	practices	practice	NOUN
cana-6187	149	10	23	23	NUM
cana-6187	149	11	.	.	PUNCT
cana-6187	150	1	complete_abstract	complete_abstract	ADJ
cana-6187	150	2	book.pdf	book.pdf	X
cana-6187	150	3	24	24	NUM
cana-6187	150	4	.	.	PUNCT
cana-6187	150	5	earth	earth	NOUN
cana-6187	150	6	sensing	sense	VERB
cana-6187	150	7	satellites	satellite	NOUN
cana-6187	150	8	:	:	PUNCT
cana-6187	150	9	topics	topic	NOUN
cana-6187	150	10	by	by	ADP
cana-6187	150	11	science.gov	science.gov	PROPN
cana-6187	150	12	25	25	NUM
cana-6187	150	13	.	.	PUNCT
cana-6187	151	1	(	(	PUNCT
cana-6187	151	2	58	58	NUM
cana-6187	151	3	)	)	PUNCT
cana-6187	151	4	the	the	DET
cana-6187	151	5	battle	battle	NOUN
cana-6187	151	6	of	of	ADP
cana-6187	151	7	the	the	DET
cana-6187	151	8	ai	ai	PROPN
cana-6187	151	9	titans	titan	NOUN
cana-6187	151	10	:	:	PUNCT
cana-6187	151	11	generative	generative	NOUN
cana-6187	151	12	ai	ai	VERB
cana-6187	151	13	vs	vs	ADP
cana-6187	151	14	conversation	conversation	NOUN
cana-6187	151	15	ai	ai	VERB
cana-6187	151	16	an	an	DET
cana-6187	151	17	in	in	ADP
cana-6187	151	18	-	-	PUNCT
cana-6187	151	19	depth	depth	NOUN
cana-6187	151	20	comparison	comparison	NOUN
cana-6187	151	21	|	|	ADV
cana-6187	151	22	linkedin	linkedin	VERB
cana-6187	151	23	26	26	NUM
cana-6187	151	24	.	.	PUNCT
cana-6187	152	1	(	(	PUNCT
cana-6187	152	2	58	58	NUM
cana-6187	152	3	)	)	PUNCT
cana-6187	152	4	improvement	improvement	NOUN
cana-6187	152	5	in	in	ADP
cana-6187	152	6	processes	process	NOUN
cana-6187	152	7	with	with	ADP
cana-6187	152	8	the	the	DET
cana-6187	152	9	help	help	NOUN
cana-6187	152	10	of	of	ADP
cana-6187	152	11	technology	technology	NOUN
cana-6187	152	12	:	:	PUNCT
cana-6187	152	13	a	a	DET
cana-6187	152	14	revolution	revolution	NOUN
cana-6187	152	15	of	of	ADP
cana-6187	152	16	efficiency	efficiency	NOUN
cana-6187	152	17	|	|	ADV
cana-6187	152	18	linkedin	linkedin	VERB
cana-6187	152	19	27	27	NUM
cana-6187	152	20	.	.	PUNCT
cana-6187	153	1	ecb.dedocs220330_report.en.pdf	ecb.dedocs220330_report.en.pdf	PROPN
cana-6187	153	2	28	28	NUM
cana-6187	153	3	.	.	PUNCT
cana-6187	154	1	large-language-models-tap-2022-final-051622.pdf	large-language-models-tap-2022-final-051622.pdf	PROPN
cana-6187	154	2	http://hdl.handle.net/10603/512034	http://hdl.handle.net/10603/512034	PROPN
cana-6187	155	1	https://www.refrens.com/grow/crm-tools-for-fintech-firms/	https://www.refrens.com/grow/crm-tools-for-fintech-firms/	NUM
cana-6187	155	2	https://kylas.io/blog/top-ten-advantages-of-crm-for-fintech-companies	https://kylas.io/blog/top-ten-advantages-of-crm-for-fintech-companie	NOUN
cana-6187	156	1	https://www.abstraktcloud.com/why-crm-makes-sense-for-fintech-companies/	https://www.abstraktcloud.com/why-crm-makes-sense-for-fintech-companies/	PROPN
cana-6187	157	1	https://www.corefactors.in/blog/application-and-impact-of-crm-in-fintech/	https://www.corefactors.in/blog/application-and-impact-of-crm-in-fintech/	ADJ
cana-6187	157	2	https://www.forbes.com/sites/bernardmarr/2023/11/02/how-data-and-ai-are-reshaping-contemporary-hr-practices/	https://www.forbes.com/sites/bernardmarr/2023/11/02/how-data-and-ai-are-reshaping-contemporary-hr-practices/	NOUN
cana-6187	157	3	https://dm.iisc.ac.in/i4am24/doc/complete_abstract%20book.pdf	https://dm.iisc.ac.in/i4am24/doc/complete_abstract%20book.pdf	PROPN
cana-6187	157	4	https://www.science.gov/topicpages/e/earth+sensing+satellites	https://www.science.gov/topicpages/e/earth+sensing+satellites	PROPN
cana-6187	157	5	https://www.linkedin.com/pulse/battle-ai-titans-generative-vs-conversation-in-depth-ds-vignesh-hn3vc/	https://www.linkedin.com/pulse/battle-ai-titans-generative-vs-conversation-in-depth-ds-vignesh-hn3vc/	NOUN
cana-6187	157	6	https://www.linkedin.com/pulse/battle-ai-titans-generative-vs-conversation-in-depth-ds-vignesh-hn3vc/	https://www.linkedin.com/pulse/battle-ai-titans-generative-vs-conversation-in-depth-ds-vignesh-hn3vc/	VERB
cana-6187	157	7	https://www.linkedin.com/pulse/improvement-processes-help-technology-revolution-vikas-dhanker/	https://www.linkedin.com/pulse/improvement-processes-help-technology-revolution-vikas-dhanker/	PROPN
cana-6187	157	8	https://www.linkedin.com/pulse/improvement-processes-help-technology-revolution-vikas-dhanker/	https://www.linkedin.com/pulse/improvement-processes-help-technology-revolution-vikas-dhanker/	PROPN
cana-6187	157	9	https://www.ecb.europa.eu/euro/digital_euro/timeline/profuse/shared/pdf/ecb.dedocs220330_report.en.pdf	https://www.ecb.europa.eu/euro/digital_euro/timeline/profuse/shared/pdf/ecb.dedocs220330_report.en.pdf	PROPN
cana-6187	157	10	https://stpp.fordschool.umich.edu/sites/stpp/files/2022-05/large-language-models-tap-2022-final-051622.pdf	https://stpp.fordschool.umich.edu/sites/stpp/files/2022-05/large-language-models-tap-2022-final-051622.pdf	PROPN