Table of Content

1 INTRODUCTION 37
1.1 STUDY OBJECTIVES 37
1.2 MARKET DEFINITION 37
1.2.1 INCLUSIONS AND EXCLUSIONS 38
1.3 MARKET SCOPE 39
1.3.1 MARKET SEGMENTATION 39
1.3.2 YEARS CONSIDERED 40
1.4 CURRENCY CONSIDERED 40
1.5 STAKEHOLDERS 41
2 RESEARCH METHODOLOGY 42
2.1 RESEARCH DATA 42
2.1.1 SECONDARY DATA 43
2.1.2 PRIMARY DATA 43
2.1.2.1 Breakup of primary profiles 44
2.1.2.2 Key industry insights 44
2.2 DATA TRIANGULATION 45
2.3 MARKET SIZE ESTIMATION 46
2.3.1 TOP-DOWN APPROACH 46
2.3.2 BOTTOM-UP APPROACH 47
2.4 MARKET FORECAST 50
2.5 RESEARCH ASSUMPTIONS 51
2.6 RISK ASSESSMENT 52
2.7 RESEARCH LIMITATIONS 53
3 EXECUTIVE SUMMARY 54
4 PREMIUM INSIGHTS 60
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI IN FINANCE MARKET 60
4.2 AI IN FINANCE MARKET: TOP THREE APPLICATIONS 61
4.3 NORTH AMERICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE AND END USER 61
4.4 AI IN FINANCE MARKET, BY REGION 62
?
5 MARKET OVERVIEW AND INDUSTRY TRENDS 63
5.1 INTRODUCTION 63
5.2 MARKET DYNAMICS 63
5.2.1 DRIVERS 64
5.2.1.1 Increasing demand for precise forecasts for strategic planning and investment 64
5.2.1.2 Growing adoption of AI algorithms to enhance risk detection and mitigation 65
5.2.1.3 Rising popularity of personalized financial services 65
5.2.2 RESTRAINTS 66
5.2.2.1 Concerns regarding bias and ethical data use 66
5.2.3 OPPORTUNITIES 66
5.2.3.1 Growing need for hyper-personalized financial products for long-term customer engagement and tailored services 66
5.2.3.2 Rising demand for accurate credit scoring and better risk management 66
5.2.4 CHALLENGES 67
5.2.4.1 Ensuring data security to prevent breaches or violations 67
5.2.4.2 AI model complexity in finance 67
5.3 EVOLUTION OF AI IN FINANCE MARKET 68
5.4 SUPPLY CHAIN ANALYSIS 69
5.5 ECOSYSTEM ANALYSIS 70
5.5.1 FRAUD DETECTION & PREVENTION PROVIDERS 73
5.5.2 RISK MANAGEMENT PROVIDERS 73
5.5.3 CUSTOMER SERVICE & ENGAGEMENT PROVIDERS 73
5.5.4 FINANCIAL COMPLIANCE & REGULATORY REPORTING PROVIDERS 74
5.5.5 INVESTMENT & PORTFOLIO MANAGEMENT PROVIDERS 74
5.5.6 END USERS 74
5.6 CASE STUDY ANALYSIS 74
5.6.1 PAYPAL ENHANCES FRAUD DETECTION CAPABILITIES WITH H2O.AI’S DRIVERLESS AI SOLUTION 74
5.6.2 VENA SOLUTIONS TRANSFORMING FINANCIAL REPORTING AND PLANNING AT SHIFT4 PAYMENTS 75
5.6.3 INVESTA ENHANCES FUND REPORTING EFFICIENCY WITH WORKIVA’S STREAMLINED SOLUTIONS 76
5.6.4 DATAVISOR AND MICROSOFT AZURE COLLABORATE TO ENHANCE REAL-TIME FRAUD DETECTION 77
5.6.5 ZOHO EMPOWERS PLENTI WITH UNIFIED CRM SOLUTION TO ENHANCE CUSTOMER ENGAGEMENT AND OPERATIONAL EFFICIENCY 78
?
5.7 TECHNOLOGY ANALYSIS 79
5.7.1 KEY TECHNOLOGIES 79
5.7.1.1 NLP & deep learning 79
5.7.1.2 Computer vision 79
5.7.1.3 Predictive analytics 79
5.7.1.4 Robotic process automation (RPA) 80
5.7.1.5 Reinforcement learning 80
5.7.1.6 Explainable AI (XAI) 80
5.7.1.7 Anomaly detection 80
5.7.2 ADJACENT TECHNOLOGIES 81
5.7.2.1 Cybersecurity 81
5.7.2.2 IoT 81
5.7.2.3 AR/VR 81
5.7.2.4 Digital identity verification 81
5.7.3 COMPLEMENTARY TECHNOLOGIES 82
5.7.3.1 Cloud computing 82
5.7.3.2 Edge computing 82
5.7.3.3 Quantum computing 82
5.7.3.4 Big data analytics 82
5.7.3.5 Blockchain 83
5.8 KEY CONFERENCES AND EVENTS, 2024–2025 83
5.9 INVESTMENT AND FUNDING SCENARIO 84
5.10 REGULATORY LANDSCAPE 85
5.10.1 REGULATORY BODIES, GOVERNMENT AGENCIES, FRAMEWORKS, AND OTHER ORGANIZATIONS 85
5.10.2 REGULATORY LANDSCAPE, BY REGION 89
5.10.2.1 North America 89
5.10.2.1.1 US 89
5.10.2.1.2 Canada 90
5.10.2.2 Europe 90
5.10.2.2.1 EU 90
5.10.2.2.2 UK 90
5.10.2.3 Asia Pacific 90
5.10.2.3.1 Singapore 90
5.10.2.3.2 Hong Kong 90
5.10.2.3.3 China 90
5.10.2.3.4 South Korea 90
5.10.2.3.5 Taiwan 91
5.10.2.4 Middle East & Africa 91
5.10.2.4.1 UAE 91
5.10.2.4.2 South Africa 91
5.10.2.4.3 Israel 91
5.10.2.4.4 Saudi Arabia 91
5.10.2.5 Latin America 91
5.10.2.5.1 Brazil 91
5.10.2.5.2 Mexico 91
5.10.2.5.3 Chile 91
5.11 PATENT ANALYSIS 92
5.11.1 METHODOLOGY 92
5.11.2 PATENTS FILED, BY DOCUMENT TYPE 92
5.11.3 INNOVATIONS AND PATENT APPLICATIONS 93
5.12 PRICING ANALYSIS 97
5.12.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY APPLICATION 97
5.12.2 INDICATIVE PRICING ANALYSIS, BY PRODUCT TYPE 98
5.13 PORTER’S FIVE FORCES ANALYSIS 99
5.13.1 THREAT OF NEW ENTRANTS 100
5.13.2 THREAT OF SUBSTITUTES 100
5.13.3 BARGAINING POWER OF SUPPLIERS 100
5.13.4 BARGAINING POWER OF BUYERS 100
5.13.5 INTENSITY OF COMPETITIVE RIVALRY 100
5.14 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 101
5.15 KEY STAKEHOLDERS AND BUYING CRITERIA 102
5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS 102
5.15.2 BUYING CRITERIA 103
5.16 IMPACT OF GENERATIVE AI ON AI IN FINANCE MARKET 103
5.16.1 TOP USE CASES & MARKET POTENTIAL 103
5.16.1.1 Key use cases 104
5.16.2 AUTOMATED FINANCIAL REPORTING 104
5.16.3 ENHANCED RISK MANAGEMENT 105
5.16.4 PERSONALIZED FINANCIAL SERVICES 105
5.16.5 STREAMLINED CUSTOMER INTERACTIONS 105
5.16.6 FRAUD DETECTION AND COMPLIANCE 105
5.16.7 INNOVATIVE FINANCIAL PLANNING 105
6 AI IN FINANCE MARKET, BY PRODUCT 106
6.1 INTRODUCTION 107
6.1.1 PRODUCT: AI IN FINANCE MARKET DRIVERS 107
6.2 TYPE 108
6.2.1 ERP AND FINANCIAL SYSTEMS 110
6.2.1.1 Real-time analytics and automated reporting for improved financial management 110
6.2.2 CHATBOTS & VIRTUAL ASSISTANTS 111
6.2.2.1 Enhancing operational efficiency and customer engagement in financial services 111
?
6.2.3 AUTOMATED RECONCILIATION SOLUTIONS 112
6.2.3.1 Boosting operational agility for swift transaction processing 112
6.2.4 INTELLIGENT DOCUMENT PROCESSING 113
6.2.4.1 Reducing manual errors, enabling quick decision-making, and accelerating processing time 113
6.2.5 GOVERNANCE, RISK, AND COMPLIANCE (GRC) SOFTWARE 114
6.2.5.1 Facilitating seamless collaboration across departments 114
6.2.6 ACCOUNTS PAYABLE/RECEIVABLE AUTOMATION SOFTWARE 115
6.2.6.1 Providing real-time insights for informed financial decisions 115
6.2.7 ROBO-ADVISORS 116
6.2.7.1 Providing automated investment management and financial advisory services 116
6.2.8 EXPENSE MANAGEMENT SYSTEMS 117
6.2.8.1 Streamlining financial operations and controlling costs 117
6.2.9 COMPLIANCE AUTOMATION PLATFORMS 118
6.2.9.1 Identifying compliance risks and enabling real-time alerts 118
6.2.10 ALGORITHMIC TRADING PLATFORMS 119
6.2.10.1 Automating trade execution and responding to market fluctuations 119
6.2.11 UNDERWRITING ENGINES/PLATFORMS 120
6.2.11.1 Expediting loan approvals and promoting fair lending 120
6.2.12 OTHER PRODUCT TYPES 121
6.3 DEPLOYMENT MODE 123
6.3.1 CLOUD 124
6.3.1.1 Cloud deployment offers scalability, flexibility, and cost-efficiency 124
6.3.2 ON-PREMISES 125
6.3.2.1 On-premises deployment provides fast data processing and real-time analytics 125
7 AI IN FINANCE MARKET, BY TECHNOLOGY 126
7.1 INTRODUCTION 127
7.1.1 TECHNOLOGY: AI IN FINANCE MARKET DRIVERS 127
7.2 GENERATIVE AI 129
7.2.1 ENHANCES CUSTOMER ENGAGEMENT AND PROCESS AUTOMATION IN FINANCE 129
7.3 OTHER AI TECHNOLOGIES 130
7.3.1 NLP 130
7.3.1.1 NLP boosts data analysis, automates interactions, and enhances compliance 130
7.3.2 PREDICTIVE ANALYTICS 130
7.3.2.1 AI-driven predictive analytics enables accurate forecasting 130
?
8 AI IN FINANCE MARKET, BY APPLICATION 132
8.1 INTRODUCTION 133
8.1.1 APPLICATION: AI IN FINANCE MARKET DRIVERS 133
8.2 FINANCE AS BUSINESS OPERATIONS 133
8.2.1 FRAUD DETECTION & PREVENTION 135
8.2.1.1 AI-driven fraud detection enhances security and reduces financial losses 135
8.2.1.2 Real-time transaction monitoring 136
8.2.1.3 Customer data security 136
8.2.1.4 Customer behavior analysis 136
8.2.1.5 Trend analysis 137
8.2.1.6 Others 137
8.2.2 RISK MANAGEMENT 137
8.2.2.1 AI-driven risk management enhances decision-making in finance 137
8.2.2.2 Credit risk scoring 138
8.2.2.3 Market volatility prediction 139
8.2.2.4 Stress testing 139
8.2.2.5 Others 139
8.2.3 CUSTOMER SERVICE & ENGAGEMENT 140
8.2.3.1 Customer service and engagement enhance personalization, leading to improved client satisfaction 140
8.2.3.2 Chatbots/Virtual assistants for customer support 141
8.2.3.3 Personalized financial product recommendations 141
8.2.3.4 Market segmentation 141
8.2.3.5 Personalized marketing messaging 141
8.2.3.6 New customer acquisition 142
8.2.3.7 Data-driven decision making 142
8.2.3.8 Customer retention management 142
8.2.3.9 Others 142
8.2.4 FINANCIAL COMPLIANCE & REGULATORY REPORTING 143
8.2.4.1 Financial compliance streamlines accuracy and efficiency in meeting standards 143
8.2.4.2 Risk & compliance management 144
8.2.4.3 Audit & reporting 144
8.2.4.4 Others 144
8.2.5 INVESTMENT & PORTFOLIO MANAGEMENT 145
8.2.5.1 AI optimizes investment and portfolio management for smarter decision-making and improved returns 145
8.2.5.2 Robo-advisors for wealth management 146
8.2.5.3 Portfolio rebalancing 146
8.2.5.4 Others 146
?
8.3 FINANCE AS BUSINESS FUNCTIONS 147
8.3.1 FINANCIAL PLANNING & FORECASTING 148
8.3.1.1 Financial planning enhances accuracy and decision-making in finance 148
8.3.1.2 Demand forecasting (CAPEX/OPEX) 149
8.3.1.3 Cash flow forecasting 149
8.3.1.4 Budgeting & expense management 149
8.3.1.5 Scenario planning 150
8.3.1.6 Others 150
8.3.2 AUTOMATED BOOKKEEPING & RECONCILIATION 150
8.3.2.1 Automated bookkeeping and reconciliation streamline financial processes and enhance accuracy 150
8.3.2.2 Real-time ledger matching 151
8.3.2.3 Invoice processing 151
8.3.2.4 Variance detection 152
8.3.2.5 Others 152
8.3.3 PROCUREMENT & SUPPLY CHAIN FINANCE 152
8.3.3.1 AI optimizes supply chain management by boosting efficiency and reducing costs 152
8.3.3.2 Invoice discounting 153
8.3.3.3 Supplier risk scoring 153
8.3.3.4 Dynamic payments 154
8.3.3.5 Payment automation 154
8.3.3.6 Others 154
8.3.4 REVENUE CYCLE MANAGEMENT 154
8.3.4.1 Revenue cycle management automates processes and improves cash flow through enhanced accuracy in billing 154
8.3.4.2 Payment optimization 155
8.3.4.3 Subscription billing management 155
8.3.4.4 Invoice settlements/Automated invoice processing 156
8.3.4.5 Churn management 156
8.3.4.6 Others 156
9 AI IN FINANCE MARKET, BY END USER 157
9.1 INTRODUCTION 158
9.1.1 END USER: AI IN FINANCE MARKET DRIVERS 158
9.2 END USER 159
9.2.1 FINANCE AS BUSINESS FUNCTIONS 160
9.2.1.1 Government & public sector 163
9.2.1.1.1 Strengthening governance and trust in AI in finance 163
9.2.1.2 Retail & e-commerce 164
9.2.1.2.1 Driving sales and satisfaction with AI-enhanced retail 164
?
9.2.1.3 Real estate 165
9.2.1.3.1 Revolutionizing real estate with AI-driven finance solutions 165
9.2.1.4 Manufacturing 166
9.2.1.4.1 Transforming financial processes of manufacturing sector for enhanced efficiency and growth 166
9.2.1.5 Telecom & media 167
9.2.1.5.1 Leveraging AI in telecom & media for optimized network management and enhanced service quality 167
9.2.1.6 Healthcare & pharma 168
9.2.1.6.1 AI provides enhanced and patient-centric solutions in finance 168
9.2.1.7 Utilities 169
9.2.1.7.1 AI transforms utilities sector by enhancing operational efficiency and improving predictive maintenance 169
9.2.1.8 Education 170
9.2.1.8.1 Harnessing AI to transform education finance by streamlining operations and enhancing financial literacy 170
9.2.1.9 Technology & software 171
9.2.1.9.1 Technology and software enable automation and improve decision-making processes 171
9.2.1.10 Other end users 172
9.3 FINANCE AS BUSINESS OPERATIONS 173
9.3.1 BANKING 175
9.3.1.1 AI enables better risk management and improves fraud detection 175
9.3.1.2 Corporate & commercial banking 176
9.3.1.3 Retail banking 176
9.3.1.4 Investment banking 176
9.3.2 INSURANCE 177
9.3.2.1 AI automates claim processing, reduces fraud, and personalizes policies 177
9.3.3 INVESTMENT & ASSET MANAGEMENT 178
9.3.3.1 AI enhances decision-making and optimizes portfolio management 178
9.3.3.2 Hedge funds 179
9.3.3.3 Private equity 179
9.3.3.4 Wealth management 179
9.3.4 FINTECH 179
9.3.4.1 AI in fintech automates tasks, improves data analysis, and provides real-time insights 179
9.3.4.2 Blockchain & cryptocurrency providers 180
9.3.4.3 Lending platform providers/specialty lenders 180
9.3.5 CAPITAL MARKETS/REGTECH 181
9.3.5.1 AI increases efficiency and reduces operational costs in capital markets 181
?
10 AI IN FINANCE MARKET, BY REGION 182
10.1 INTRODUCTION 183
10.2 NORTH AMERICA 184
10.2.1 NORTH AMERICA: AI IN FINANCE MARKET DRIVERS 185
10.2.2 NORTH AMERICA: MACROECONOMIC IMPACT 185
10.2.3 US 193
10.2.3.1 Transforming brands with AI-driven personalization in social media 193
10.2.4 CANADA 194
10.2.4.1 Accelerating AI adoption in finance through automation and digital transformation 194
10.3 EUROPE 195
10.3.1 EUROPE: AI IN FINANCE MARKET DRIVERS 195
10.3.2 EUROPE: MACROECONOMIC IMPACT 196
10.3.3 UK 203
10.3.3.1 Leveraging automation and data analytics for enhanced decision-making and compliance 203
10.3.4 GERMANY 204
10.3.4.1 Focus on automation in risk management and personalized banking services to improve operational efficiency 204
10.3.5 FRANCE 205
10.3.5.1 Robust government initiatives promote innovation and establish frameworks encouraging AI technology adoption 205
10.3.6 ITALY 206
10.3.6.1 Promotion of digital transformation and rising investment in AI technologies across financial institutions 206
10.3.7 SPAIN 207
10.3.7.1 Increased funding and strategic partnerships to enhance AI collaboration in financial services 207
10.3.8 REST OF EUROPE 208
10.4 ASIA PACIFIC 209
10.4.1 ASIA PACIFIC: AI IN FINANCE MARKET DRIVERS 209
10.4.2 ASIA PACIFIC: MACROECONOMIC IMPACT 210
10.4.3 CHINA 218
10.4.3.1 Increasing focus on AI innovation for operational efficiency in financial sector to boost market 218
10.4.4 JAPAN 219
10.4.4.1 Partnerships between financial institutions and tech firms accelerate AI integration for improved financial solutions 219
10.4.5 INDIA 220
10.4.5.1 Increasing adoption of AI-powered solutions by financial institutions for risk management to drive market 220
10.4.6 SOUTH KOREA 221
10.4.6.1 Government support enhances financial services and boosts competitiveness in fintech sector 221
?
10.4.7 AUSTRALIA & NEW ZEALAND 222
10.4.7.1 Increasing adoption of AI by growing fintech companies to drive market 222
10.4.8 ASEAN 223
10.4.8.1 Increasing digitalization of banking services to drive market 223
10.4.9 REST OF ASIA PACIFIC 224
10.5 MIDDLE EAST & AFRICA 225
10.5.1 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET DRIVERS 226
10.5.2 MIDDLE EAST & AFRICA: MACROECONOMIC IMPACT 226
10.5.3 MIDDLE EAST 234
10.5.3.1 KSA 235
10.5.3.1.1 Government Vision 2030 initiative promoting digital transformation and AI adoption in financial services to drive market 235
10.5.3.2 UAE 236
10.5.3.2.1 Increased investments in AI-powered financial technologies to drive market 236
10.5.3.3 Kuwait 237
10.5.3.3.1 Growing focus on digital transformation to fuel AI adoption in finance market 237
10.5.3.4 Bahrain 238
10.5.3.4.1 Increasing adoption of AI technologies in banking sector to drive market 238
10.5.4 AFRICA 239
10.5.4.1 Increasing adoption of AI to enhance financial services to drive market 239
10.6 LATIN AMERICA 240
10.6.1 LATIN AMERICA: AI IN FINANCE MARKET DRIVERS 240
10.6.2 LATIN AMERICA: MACROECONOMIC IMPACT 241
10.6.3 BRAZIL 247
10.6.3.1 Government support and investments in AI to drive market 247
10.6.4 MEXICO 248
10.6.4.1 Increased investment in fintech to drive AI adoption in finance market 248
10.6.5 ARGENTINA 249
10.6.5.1 Fintech expansion and innovation to propel market growth 249
10.6.6 REST OF LATIN AMERICA 250
11 COMPETITIVE LANDSCAPE 252
11.1 OVERVIEW 252
11.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2020–2024 252
11.3 REVENUE ANALYSIS, 2019–2023 256
?
11.4 MARKET SHARE ANALYSIS, 2023 257
11.4.1 MARKET SHARE ANALYSIS OF KEY PLAYERS (FINANCE AS BUSINESS FUNCTIONS) 257
11.4.2 MARKET RANKING ANALYSIS (FINANCE AS BUSINESS FUNCTIONS) 258
11.4.3 MARKET SHARE ANALYSIS OF KEY PLAYERS (FINANCE AS BUSINESS OPERATIONS) 259
11.4.4 MARKET RANKING ANALYSIS (FINANCE AS BUSINESS OPERATIONS) 260
11.5 PRODUCT COMPARISON 262
11.5.1 PRODUCT COMPARATIVE ANALYSIS, BY RISK ASSESSMENT 263
11.5.1.1 ZAML (Zest Automated Machine Learning) (Zest AI) 263
11.5.1.2 Kensho Risk (Kensho) 264
11.5.1.3 C3 AI Risk Management (C3 AI) 264
11.5.1.4 Finacle Treasury and Risk Management Solution (Infosys) 264
11.5.2 PRODUCT COMPARATIVE ANALYSIS, BY FRAUD DETECTION & PREVENTION 264
11.5.2.1 Socure ID+ (Socure) 264
11.5.2.2 Dataminr Real-Time Risk Detection (Dataminr) 265
11.5.2.3 Google Cloud (Google) 265
11.5.2.4 Vectra Cognito (Vectra AI) 265
11.5.3 PRODUCT COMPARATIVE ANALYSIS, BY CHATBOTS & PERSONAL ASSISTANTS 265
11.5.3.1 AlphaSense Search Chatbot (AlphaSense) 265
11.5.3.2 Oracle Digital Assistant (Oracle) 266
11.5.3.3 Watson Assistant (IBM) 266
11.6 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 266
11.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 267
11.7.1 COMPANY EVALUATION MATRIX: KEY PLAYERS
(FINANCE AS BUSINESS FUNCTIONS) 267
11.7.1.1 Stars 267
11.7.1.2 Emerging Leaders 267
11.7.1.3 Pervasive Players 268
11.7.1.4 Participants 268
11.7.2 COMPANY EVALUATION MATRIX: KEY PLAYERS
(FINANCE AS BUSINESS OPERATIONS) 269
11.7.2.1 Stars 269
11.7.2.2 Emerging Leaders 269
11.7.2.3 Pervasive Players 269
11.7.2.4 Participants 269
11.7.3 COMPANY FOOTPRINT: KEY PLAYERS 271
11.7.3.1 Company footprint 271
11.7.3.2 Region footprint 272
11.7.3.3 Product footprint 273
11.7.3.4 Application footprint 274
11.7.3.5 End user footprint 276
?
11.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023 277
11.8.1 COMPANY EVALUATION MATRIX: STARTUPS/SMES
(FINANCE AS BUSINESS OPERATIONS) 277
11.8.1.1 Progressive companies 277
11.8.1.2 Responsive companies 277
11.8.1.3 Dynamic companies 277
11.8.1.4 Starting blocks 278
11.8.2 COMPANY EVALUATION MATRIX: STARTUPS/SMES
(FINANCE AS BUSINESS FUNCTIONS) 279
11.8.2.1 Progressive companies 279
11.8.2.2 Responsive companies 279
11.8.2.3 Dynamic companies 279
11.8.2.4 Starting blocks 279
11.8.3 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023 281
11.8.3.1 Detailed list of key startups/SMEs 281
11.8.3.2 Competitive benchmarking of key startups/SMEs 282
11.9 COMPETITIVE SCENARIO 283
11.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS 283
11.9.2 DEALS 285
12 COMPANY PROFILES 288
12.1 INTRODUCTION 288
12.2 KEY PLAYERS 288
12.2.1 FIS 288
12.2.1.1 Business overview 288
12.2.1.2 Products/Solutions/Services offered 290
12.2.1.3 Recent developments 291
12.2.1.3.1 Product launches and enhancements 291
12.2.1.3.2 Deals 292
12.2.1.4 MnM view 293
12.2.1.4.1 Key strengths 293
12.2.1.4.2 Strategic choices 293
12.2.1.4.3 Weaknesses and competitive threats 294
12.2.2 FISERV 295
12.2.2.1 Business overview 295
12.2.2.2 Products/Solutions/Services offered 296
12.2.2.3 Recent developments 298
12.2.2.3.1 Product launches and enhancements 298
12.2.2.3.2 Deals 298
12.2.2.4 MnM view 299
12.2.2.4.1 Key strengths 299
12.2.2.4.2 Strategic choices 299
12.2.2.4.3 Weaknesses and competitive threats 299
12.2.3 GOOGLE 300
12.2.3.1 Business overview 300
12.2.3.2 Products/Solutions/Services offered 301
12.2.3.3 Recent developments 302
12.2.3.3.1 Product launches and enhancements 302
12.2.3.3.2 Deals 303
12.2.3.4 MnM view 304
12.2.3.4.1 Key strengths 304
12.2.3.4.2 Strategic choices 304
12.2.3.4.3 Weaknesses and competitive threats 304
12.2.4 MICROSOFT 305
12.2.4.1 Business overview 305
12.2.4.2 Products/Solutions/Services offered 307
12.2.4.3 Recent developments 308
12.2.4.3.1 Product launches and enhancements 308
12.2.4.3.2 Deals 309
12.2.4.4 MnM view 310
12.2.4.4.1 Key strengths 310
12.2.4.4.2 Strategic choices 310
12.2.4.4.3 Weaknesses and competitive threats 310
12.2.5 ZOHO 311
12.2.5.1 Business overview 311
12.2.5.2 Products/Solutions/Services offered 311
12.2.5.3 Recent developments 313
12.2.5.3.1 Product launches and enhancements 313
12.2.5.3.2 Deals 315
12.2.5.4 MnM view 315
12.2.5.4.1 Key strengths 315
12.2.5.4.2 Strategic choices 315
12.2.5.4.3 Weaknesses and competitive threats 315
12.2.6 IBM 316
12.2.6.1 Business overview 316
12.2.6.2 Products/Solutions/Services offered 317
12.2.6.3 Recent developments 318
12.2.6.3.1 Product launches and enhancements 318
12.2.6.3.2 Deals 319
12.2.7 SOCURE 320
12.2.7.1 Business overview 320
12.2.7.2 Products/Solutions/Services offered 320
12.2.7.3 Recent developments 321
12.2.7.3.1 Deals 321
12.2.7.3.2 Expansions 322
12.2.8 WORKIVA 323
12.2.8.1 Business overview 323
12.2.8.2 Products/Solutions/Services offered 324
12.2.8.3 Recent developments 326
12.2.8.3.1 Deals 326
12.2.8.3.2 Expansions 326
12.2.9 PLAID 327
12.2.9.1 Business overview 327
12.2.9.2 Products/Solutions/Services offered 327
12.2.9.3 Recent developments 328
12.2.9.3.1 Deals 328
12.2.10 C3 AI 330
12.2.10.1 Business overview 330
12.2.10.2 Products/Solutions/Services offered 331
12.2.10.3 Recent developments 333
12.2.10.3.1 Deals 333
12.2.11 HIGHRADIUS 334
12.2.11.1 Business overview 334
12.2.11.2 Products/Solutions/Services offered 334
12.2.11.3 Recent developments 336
12.2.11.3.1 Product launches and enhancements 336
12.2.11.3.2 Deals 336
12.2.12 SAP 337
12.2.13 AWS 338
12.2.14 HPE 339
12.2.15 ORACLE 340
12.2.16 SALESFORCE 341
12.2.17 INTEL 342
12.2.18 NVIDIA 343
12.2.19 NETAPP 344
12.2.20 DATAROBOT 345
12.2.21 ENOVA INTERNATIONAL 345
12.2.22 ALPHASENSE 346
12.2.23 OCROLUS 346
12.2.24 VECTRA AI 347
12.2.25 TERADATA 348
12.2.26 PEGA 348
12.2.27 VENA SOLUTIONS 349
12.2.28 AFFIRM 350
12.2.29 SYMPHONYAI 351
12.2.30 ENVESTNET | YODLEE 352
?
12.3 STARTUPS/SMES 353
12.3.1 ADDEPTO 353
12.3.2 DEEPER INSIGHTS 354
12.3.3 H2O.AI 354
12.3.4 APP0 355
12.3.5 UNDERWRITE.AI 356
12.3.6 DEEPGRAM 357
12.3.7 EMAGIA 358
12.3.8 INDATA LABS 359
12.3.9 ZEST AI 360
12.3.10 SCIENAPTIC AI 361
12.3.11 GRADIENT AI 362
12.3.12 KASISTO 363
12.3.13 TRUMID 364
12.3.14 DATAVISOR 365
12.3.15 KAVOUT 366
12.3.16 WEALTHBLOCK 367
13 ADJACENT AND RELATED MARKETS 368
13.1 INTRODUCTION 368
13.2 ARTIFICIAL INTELLIGENCE (AI) MARKET – GLOBAL FORECAST TO 2030 368
13.2.1 MARKET DEFINITION 368
13.2.2 MARKET OVERVIEW 368
13.2.2.1 Artificial intelligence market, by offering 369
13.2.2.2 Artificial intelligence market, by business function 371
13.2.2.3 Artificial intelligence market, by technology 372
13.2.2.4 Artificial intelligence market, by vertical 373
13.2.2.5 Artificial intelligence market, by region 375
13.3 NLP IN FINANCE MARKET – GLOBAL FORECAST TO 2028 376
13.3.1 MARKET DEFINITION 376
13.3.2 MARKET OVERVIEW 376
13.3.2.1 NLP in finance market, by offering 376
13.3.2.2 NLP in finance market, by application 377
13.3.2.3 NLP in finance market, by technology 379
13.3.2.4 NLP in finance market, by vertical 380
13.3.2.5 NLP in finance market, by region 381
?
14 APPENDIX 382
14.1 DISCUSSION GUIDE 382
14.2 KNOWLEDGESTORE: MARKETSANDMARKETS? SUBSCRIPTION PORTAL 389
14.3 CUSTOMIZATION OPTIONS 391
14.4 RELATED REPORTS 391
14.5 AUTHOR DETAILS 392



List of Figures

FIGURE 1 AI IN FINANCE MARKET: RESEARCH DESIGN 42
FIGURE 2 DATA TRIANGULATION 45
FIGURE 3 AI IN FINANCE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 46
FIGURE 4 APPROACH 1, BOTTOM-UP (SUPPLY-SIDE): REVENUE FROM SOFTWARE/SERVICES OF AI IN FINANCE MARKET 47
FIGURE 5 APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE
FROM ALL SOFTWARE/SERVICES OF AI IN FINANCE MARKET 48
FIGURE 6 APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE
FROM ALL PRODUCTS OF AI IN FINANCE MARKET 49
FIGURE 7 APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF AI IN FINANCE MARKET THROUGH OVERALL SPENDING 49
FIGURE 8 ALGORITHMIC TRADING PLATFORMS SEGMENT TO LEAD MARKET IN 2024 56
FIGURE 9 CLOUD SEGMENT TO DOMINATE MARKET IN 2024 56
FIGURE 10 OTHER AI TECHNOLOGIES SEGMENT TO DOMINATE MARKET IN 2024 57
FIGURE 11 FRAUD DETECTION & PREVENTION SEGMENT TO HOLD LARGEST
MARKET SHARE IN 2024 57
FIGURE 12 FINANCIAL PLANNING & FORECASTING SEGMENT TO LEAD MARKET IN 2024 57
FIGURE 13 FINANCE AS BUSINESS OPERATIONS SEGMENT TO HAVE LARGER MARKET SHARE THAN FINANCE AS BUSINESS FUNCTIONS SEGMENT IN 2024 58
FIGURE 14 BANKING SEGMENT TO DOMINATE MARKET IN 2024 58
FIGURE 15 RETAIL & ECOMMERCE SEGMENT TO HOLD LARGEST MARKET SIZE IN 2024 58
FIGURE 16 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 59
FIGURE 17 RISING DEMAND FOR PRECISE FORECASTS FOR STRATEGIC PLANNING AND INVESTMENT TO DRIVE MARKET 60
FIGURE 18 CUSTOMER SERVICE & ENGAGEMENT SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 61
FIGURE 19 CLOUD AND FINANCE AS BUSINESS OPERATIONS SEGMENTS TO HOLD LARGEST MARKET SHARES IN NORTH AMERICA IN 2024 61
FIGURE 20 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2024 62
FIGURE 21 AI IN FINANCE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES AND CHALLENGES 64
FIGURE 22 EVOLUTION OF AI IN FINANCE MARKET 68
FIGURE 23 AI IN FINANCE MARKET: SUPPLY CHAIN ANALYSIS 69
FIGURE 24 AI IN FINANCE MARKET: ECOSYSTEM ANALYSIS 71
FIGURE 25 AI IN FINANCE MARKET: INVESTMENT AND FUNDING SCENARIO (USD MILLION AND NUMBER OF FUNDING ROUNDS) 84
FIGURE 26 NUMBER OF PATENTS GRANTED TO VENDORS IN LAST 10 YEARS 93
FIGURE 27 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013–2024 93
FIGURE 28 AVERAGE SELLING PRICE OF KEY PLAYERS FOR TOP 3 APPLICATIONS 97
FIGURE 29 AI IN FINANCE MARKET: PORTER’S FIVE FORCES ANALYSIS 99
FIGURE 30 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 101
FIGURE 31 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 APPLICATIONS 102
FIGURE 32 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS 103
FIGURE 33 MARKET POTENTIAL OF GENERATIVE AI TO ADVANCE AI IN FINANCE ACROSS
KEY END USERS 104
FIGURE 34 COMPLIANCE AUTOMATION PLATFORMS SEGMENT TO REGISTER HIGHEST
CAGR DURING FORECAST PERIOD 108
FIGURE 35 ON-PREMISES SEGMENT TO REGISTER HIGHER CAGR THAN CLOUD SEGMENT DURING FORECAST PERIOD 123
FIGURE 36 GENERATIVE AI SEGMENT TO GROW AT HIGHEST CAGR DURING
FORECAST PERIOD 128
FIGURE 37 CUSTOMER SERVICE & ENGAGEMENT SEGMENT TO REGISTER HIGHEST
CAGR DURING FORECAST PERIOD 134
FIGURE 38 AUTOMATED BOOKKEEPING & RECONCILIATION SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 147
FIGURE 39 FINANCE AS BUSINESS OPERATIONS SEGMENT TO REGISTER HIGHER CAGR THAN FINANCE AS BUSINESS FUNCTIONS SEGMENT DURING FORECAST PERIOD 159
FIGURE 40 HEALTHCARE & PHARMA SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 161
FIGURE 41 INVESTMENT & ASSET MANAGEMENT SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 173
FIGURE 42 INDIA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 183
FIGURE 43 ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 183
FIGURE 44 NORTH AMERICA: AI IN FINANCE MARKET SNAPSHOT 186
FIGURE 45 ASIA PACIFIC: AI IN FINANCE MARKET SNAPSHOT 211
FIGURE 46 AI IN FINANCE MARKET: REVENUE ANALYSIS OF FIVE KEY PLAYERS
(FINANCE AS BUSINESS FUNCTIONS), 2019–2023 256
FIGURE 47 AI IN FINANCE MARKET: REVENUE ANALYSIS OF FIVE KEY PLAYERS
(FINANCE AS BUSINESS OPERATIONS), 2019–2023 257
FIGURE 48 SHARE ANALYSIS OF LEADING COMPANIES IN AI IN FINANCE MARKET
(FINANCE AS BUSINESS FUNCTIONS), 2023 258
FIGURE 49 SHARE ANALYSIS OF LEADING COMPANIES IN AI IN FINANCE MARKET
(FINANCE AS BUSINESS OPERATIONS), 2023 260
FIGURE 50 PRODUCT COMPARATIVE ANALYSIS (FINANCE AS BUSINESS FUNCTIONS) 262
FIGURE 51 PRODUCT COMPARATIVE ANALYSIS (FINANCE AS BUSINESS OPERATIONS) 263
FIGURE 52 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 266
FIGURE 53 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK
BETA OF KEY VENDORS 267
FIGURE 54 AI IN FINANCE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS FINANCE AS BUSINESS FUNCTIONS), 2023 268
FIGURE 55 AI IN FINANCE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS FINANCE AS BUSINESS OPERATIONS), 2023 270
FIGURE 56 AI IN FINANCE MARKET: COMPANY FOOTPRINT (1/2) 271
FIGURE 57 AI IN FINANCE MARKET: COMPANY FOOTPRINT (2/2) 272
FIGURE 58 AI IN FINANCE MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES, FINANCE AS BUSINESS OPERATIONS), 2023 278
FIGURE 59 AI IN FINANCE MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES, FINANCE AS BUSINESS FUNCTIONS), 2023 280
FIGURE 60 FIS: COMPANY SNAPSHOT 289
FIGURE 61 FISERV: COMPANY SNAPSHOT 296
FIGURE 62 GOOGLE: COMPANY SNAPSHOT 301
FIGURE 63 MICROSOFT: COMPANY SNAPSHOT 306
FIGURE 64 IBM: COMPANY SNAPSHOT 317
FIGURE 65 WORKIVA: COMPANY SNAPSHOT 324
FIGURE 66 C3 AI: COMPANY SNAPSHOT 331

List of Tables

TABLE 1 USD EXCHANGE RATES, 2019–2023 40
TABLE 2 PRIMARY INTERVIEWS 43
TABLE 3 FACTOR ANALYSIS 50
TABLE 4 AI IN FINANCE MARKET SIZE AND GROWTH RATE 2019–2023 (USD MILLION, Y-O-Y %) 55
TABLE 5 AI IN FINANCE MARKET SIZE AND GROWTH RATE 2024–2030 (USD MILLION, Y-O-Y %) 56
TABLE 6 ROLE OF COMPANIES IN ECOSYSTEM 71
TABLE 7 AI IN FINANCE MARKET: DETAILED LIST OF KEY CONFERENCES AND EVENTS, 2024–2025 83
TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES AND OTHER ORGANIZATIONS 85
TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES AND OTHER ORGANIZATIONS 86
TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES AND OTHER ORGANIZATIONS 87
TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES AND OTHER ORGANIZATIONS 89
TABLE 13 PATENTS FILED, 2013–2024 92
TABLE 14 AI IN FINANCE MARKET: LIST OF PATENTS GRANTED, 2023–2024 94
TABLE 15 AVERAGE SELLING PRICE OF KEY PLAYERS FOR TOP 3 APPLICATIONS 97
TABLE 16 AI IN FINANCE MARKET: INDICATIVE PRICING OF PRODUCT TYPES 98
TABLE 17 IMPACT OF PORTER’S FIVE FORCES ON AI IN FINANCE MARKET 99
TABLE 18 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 APPLICATIONS 102
TABLE 19 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS 103
TABLE 20 AI IN FINANCE MARKET, BY PRODUCT, 2019–2023 (USD MILLION) 109
TABLE 21 AI IN FINANCE MARKET, BY PRODUCT, 2024–2030 (USD MILLION) 110
TABLE 22 ERP & FINANCIAL SYSTEMS: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 111
TABLE 23 ERP & FINANCIAL SYSTEMS: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 111
TABLE 24 CHATBOTS & VIRTUAL ASSISTANTS: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 112
TABLE 25 CHATBOTS & VIRTUAL ASSISTANTS: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 112
TABLE 26 AUTOMATED RECONCILIATION SOLUTIONS: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 113
TABLE 27 AUTOMATED RECONCILIATION SOLUTIONS: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 113
TABLE 28 INTELLIGENT DOCUMENT PROCESSING: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 114
TABLE 29 INTELLIGENT DOCUMENT PROCESSING: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 114
TABLE 30 GOVERNANCE, RISK, AND COMPLIANCE (GRC) SOFTWARE: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 115
TABLE 31 GOVERNANCE, RISK, AND COMPLIANCE (GRC) SOFTWARE: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 115
TABLE 32 ACCOUNTS PAYABLE/RECEIVABLE AUTOMATION SOFTWARE: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 116
TABLE 33 ACCOUNTS PAYABLE/RECEIVABLE AUTOMATION SOFTWARE: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 116
TABLE 34 ROBO-ADVISORS: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 117
TABLE 35 ROBO-ADVISORS: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 117
TABLE 36 EXPENSE MANAGEMENT SYSTEMS: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 118
TABLE 37 EXPENSE MANAGEMENT SYSTEMS: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 118
TABLE 38 COMPLIANCE AUTOMATION PLATFORMS: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 119
TABLE 39 COMPLIANCE AUTOMATION PLATFORMS: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 119
TABLE 40 ALGORITHMIC TRADING PLATFORMS: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 120
TABLE 41 ALGORITHMIC TRADING PLATFORMS: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 120
TABLE 42 UNDERWRITING ENGINES/PLATFORMS: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 121
TABLE 43 UNDERWRITING ENGINES/PLATFORMS: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 121
TABLE 44 OTHER PRODUCT TYPES: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 122
TABLE 45 OTHER PRODUCT TYPES: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 122
TABLE 46 AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 123
TABLE 47 AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION) 123
TABLE 48 CLOUD: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 124
TABLE 49 CLOUD: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 124
TABLE 50 ON-PREMISES: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 125
TABLE 51 ON-PREMISES: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 125
TABLE 52 AI IN FINANCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 128
TABLE 53 AI IN FINANCE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION) 128
TABLE 54 GENERATIVE AI: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 129
TABLE 55 GENERATIVE AI: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 129
TABLE 56 OTHER AI: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 131
TABLE 57 OTHER AI: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 131
TABLE 58 AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2019–2023 (USD MILLION) 134
TABLE 59 AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2024–2030 (USD MILLION) 135
TABLE 60 FRAUD DETECTION & PREVENTION: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 135
TABLE 61 FRAUD DETECTION & PREVENTION: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 136
TABLE 62 RISK MANAGEMENT: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 138
TABLE 63 RISK MANAGEMENT: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 138
TABLE 64 CUSTOMER SERVICE & ENGAGEMENT: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 140
TABLE 65 CUSTOMER SERVICE & ENGAGEMENT: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 140
TABLE 66 FINANCIAL COMPLIANCE & REGULATORY REPORTING: AI IN FINANCE MARKET BY REGION, 2019–2023 (USD MILLION) 143
TABLE 67 FINANCIAL COMPLIANCE & REGULATORY REPORTING: AI IN FINANCE MARKET BY REGION, 2024–2030 (USD MILLION) 143
TABLE 68 INVESTMENT & PORTFOLIO MANAGEMENT: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 145
TABLE 69 INVESTMENT & PORTFOLIO MANAGEMENT: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 145
TABLE 70 AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2019–2023 (USD MILLION) 147
TABLE 71 AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2024–2030 (USD MILLION) 148
TABLE 72 FINANCIAL PLANNING & FORECASTING: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 148
TABLE 73 FINANCIAL PLANNING & FORECASTING: AI IN FINANCE MARKET BY REGION 2024–2030 (USD MILLION) 149
TABLE 74 AUTOMATED BOOKKEEPING & RECONCILIATION: AI IN FINANCE MARKET BY REGION, 2019–2023 (USD MILLION) 151
TABLE 75 AUTOMATED BOOKKEEPING & RECONCILIATION: AI IN FINANCE MARKET BY REGION, 2024–2030 (USD MILLION) 151
TABLE 76 PROCUREMENT & SUPPLY CHAIN FINANCE: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 153
TABLE 77 PROCUREMENT & SUPPLY CHAIN FINANCE: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 153
TABLE 78 REVENUE CYCLE MANAGEMENT: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 155
TABLE 79 REVENUE CYCLE MANAGEMENT: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 155
TABLE 80 AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 159
TABLE 81 AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 160
TABLE 82 FINANCE AS BUSINESS FUNCTIONS: AI IN FINANCE MARKET, BY TYPE 2019–2023 (USD MILLION) 161
TABLE 83 FINANCE AS BUSINESS FUNCTIONS: AI IN FINANCE MARKET, BY TYPE 2024–2030 (USD MILLION) 162
TABLE 84 FINANCE AS BUSINESS FUNCTIONS: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 162
TABLE 85 FINANCE AS BUSINESS FUNCTIONS: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 162
TABLE 86 GOVERNMENT & PUBLIC SECTOR: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 163
TABLE 87 GOVERNMENT & PUBLIC SECTOR: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 163
TABLE 88 RETAIL & E-COMMERCE: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 164
TABLE 89 RETAIL & E-COMMERCE: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 164
TABLE 90 REAL ESTATE: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 165
TABLE 91 REAL ESTATE: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 165
TABLE 92 MANUFACTURING: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 166
TABLE 93 MANUFACTURING: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 166
TABLE 94 TELECOM & MEDIA: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 167
TABLE 95 TELECOM & MEDIA: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 167
TABLE 96 HEALTHCARE & PHARMA: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 168
TABLE 97 HEALTHCARE & PHARMA: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 168
TABLE 98 UTILITIES: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 169
TABLE 99 UTILITIES: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 169
TABLE 100 EDUCATION: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 170
TABLE 101 EDUCATION: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 170
TABLE 102 TECHNOLOGY & SOFTWARE: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 171
TABLE 103 TECHNOLOGY & SOFTWARE: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 171
TABLE 104 OTHER END USERS: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 172
TABLE 105 OTHER END USERS: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 172
TABLE 106 FINANCE AS BUSINESS OPERATIONS: AI IN FINANCE MARKET, BY TYPE 2019–2023 (USD MILLION) 174
TABLE 107 FINANCE AS BUSINESS OPERATIONS: AI IN FINANCE MARKET, BY TYPE 2024–2030 (USD MILLION) 174
TABLE 108 FINANCE AS BUSINESS OPERATIONS: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 174
TABLE 109 FINANCE AS BUSINESS OPERATIONS: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 175
TABLE 110 BANKING: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 175
TABLE 111 BANKING: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 176
TABLE 112 INSURANCE: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 177
TABLE 113 INSURANCE: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 177
TABLE 114 INVESTMENT & ASSET MANAGEMENT: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 178
TABLE 115 INVESTMENT & ASSET MANAGEMENT: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 178
TABLE 116 FINTECH: AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 180
TABLE 117 FINTECH: AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 180
TABLE 118 CAPITAL MARKETS/REGTECH: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 181
TABLE 119 CAPITAL MARKETS/REGTECH: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 181
TABLE 120 AI IN FINANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 184
TABLE 121 AI IN FINANCE MARKET, BY REGION, 2024–2030 (USD MILLION) 184
TABLE 122 NORTH AMERICA: AI IN FINANCE MARKET, BY PRODUCT 2019–2023 (USD MILLION) 187
TABLE 123 NORTH AMERICA: AI IN FINANCE MARKET, BY PRODUCT 2024–2030 (USD MILLION) 187
TABLE 124 NORTH AMERICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE 2019–2023 (USD MILLION) 188
TABLE 125 NORTH AMERICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE 2024–2030 (USD MILLION) 188
TABLE 126 NORTH AMERICA: AI IN FINANCE MARKET, BY TECHNOLOGY 2019–2023 (USD MILLION) 188
TABLE 127 NORTH AMERICA: AI IN FINANCE MARKET, BY TECHNOLOGY 2024–2030 (USD MILLION) 188
TABLE 128 NORTH AMERICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS OPERATIONS), 2019–2023 (USD MILLION) 189
TABLE 129 NORTH AMERICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS OPERATIONS), 2024–2030 (USD MILLION) 189
TABLE 130 NORTH AMERICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS FUNCTIONS), 2019–2023 (USD MILLION) 189
TABLE 131 NORTH AMERICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS FUNCTIONS), 2024–2030 (USD MILLION) 190
TABLE 132 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER 2019–2023 (USD MILLION) 190
TABLE 133 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER 2024–2030 (USD MILLION) 190
TABLE 134 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS FUNCTIONS), 2019–2023 (USD MILLION) 191
TABLE 135 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS FUNCTIONS), 2024–2030 (USD MILLION) 191
TABLE 136 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS OPERATIONS), 2019–2023 (USD MILLION) 192
TABLE 137 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS OPERATIONS), 2024–2030 (USD MILLION) 192
TABLE 138 NORTH AMERICA: AI IN FINANCE MARKET, BY COUNTRY 2019–2023 (USD MILLION) 192
TABLE 139 NORTH AMERICA: AI IN FINANCE MARKET, BY COUNTRY 2024–2030 (USD MILLION) 192
TABLE 140 US: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 193
TABLE 141 US: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 193
TABLE 142 CANADA: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 194
TABLE 143 CANADA: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 194
TABLE 144 EUROPE: AI IN FINANCE MARKET, BY PRODUCT, 2019–2023 (USD MILLION) 197
TABLE 145 EUROPE: AI IN FINANCE MARKET, BY PRODUCT, 2024–2030 (USD MILLION) 197
TABLE 146 EUROPE: AI IN FINANCE MARKET, BY DEPLOYMENT MODE 2019–2023 (USD MILLION) 198
TABLE 147 EUROPE: AI IN FINANCE MARKET, BY DEPLOYMENT MODE 2024–2030 (USD MILLION) 198
TABLE 148 EUROPE: AI IN FINANCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 198
TABLE 149 EUROPE: AI IN FINANCE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION) 198
TABLE 150 EUROPE: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2019–2023 (USD MILLION) 199
TABLE 151 EUROPE: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2024–2030 (USD MILLION) 199
TABLE 152 EUROPE: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2019–2023 (USD MILLION) 199
TABLE 153 EUROPE: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2024–2030 (USD MILLION) 200
TABLE 154 EUROPE: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 200
TABLE 155 EUROPE: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 200
TABLE 156 EUROPE: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2019–2023 (USD MILLION) 201
TABLE 157 EUROPE: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2024–2030 (USD MILLION) 201
TABLE 158 EUROPE: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2019–2023 (USD MILLION) 202
TABLE 159 EUROPE: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2024–2030 (USD MILLION) 202
TABLE 160 EUROPE: AI IN FINANCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 202
TABLE 161 EUROPE: AI IN FINANCE MARKET, BY COUNTRY, 2024–2030 (USD MILLION) 203
TABLE 162 UK: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 203
TABLE 163 UK: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 204
TABLE 164 GERMANY: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 204
TABLE 165 GERMANY: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 204
TABLE 166 FRANCE: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 205
TABLE 167 FRANCE: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 205
TABLE 168 ITALY: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 206
TABLE 169 ITALY: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 206
TABLE 170 SPAIN: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 207
TABLE 171 SPAIN: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 207
TABLE 172 REST OF EUROPE: AI IN FINANCE MARKET, BY END USER 2019–2023 (USD MILLION) 208
TABLE 173 REST OF EUROPE: AI IN FINANCE MARKET, BY END USER 2024–2030 (USD MILLION) 209
TABLE 174 ASIA PACIFIC: AI IN FINANCE MARKET, BY PRODUCT, 2019–2023 (USD MILLION) 212
TABLE 175 ASIA PACIFIC: AI IN FINANCE MARKET, BY PRODUCT, 2024–2030 (USD MILLION) 212
TABLE 176 ASIA PACIFIC: AI IN FINANCE MARKET, BY DEPLOYMENT MODE 2019–2023 (USD MILLION) 213
TABLE 177 ASIA PACIFIC: AI IN FINANCE MARKET, BY DEPLOYMENT MODE 2024–2030 (USD MILLION) 213
TABLE 178 ASIA PACIFIC: AI IN FINANCE MARKET, BY TECHNOLOGY 2019–2023 (USD MILLION) 213
TABLE 179 ASIA PACIFIC: AI IN FINANCE MARKET, BY TECHNOLOGY 2024–2030 (USD MILLION) 213
TABLE 180 ASIA PACIFIC: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2019–2023 (USD MILLION) 214
TABLE 181 ASIA PACIFIC: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2024–2030 (USD MILLION) 214
TABLE 182 ASIA PACIFIC: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2019–2023 (USD MILLION) 214
TABLE 183 ASIA PACIFIC: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2024–2030 (USD MILLION) 215
TABLE 184 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 215
TABLE 185 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 215
TABLE 186 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2019–2023 (USD MILLION) 216
TABLE 187 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2024–2030 (USD MILLION) 216
TABLE 188 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2019–2023 (USD MILLION) 217
TABLE 189 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2024–2030 (USD MILLION) 217
TABLE 190 ASIA PACIFIC: AI IN FINANCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 217
TABLE 191 ASIA PACIFIC: AI IN FINANCE MARKET, BY COUNTRY, 2024–2030 (USD MILLION) 218
TABLE 192 CHINA: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 218
TABLE 193 CHINA: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 219
TABLE 194 JAPAN: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 219
TABLE 195 JAPAN: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 219
TABLE 196 INDIA: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 220
TABLE 197 INDIA: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 220
TABLE 198 SOUTH KOREA: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 221
TABLE 199 SOUTH KOREA: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 221
TABLE 200 AUSTRALIA & NEW ZEALAND: AI IN FINANCE MARKET, BY END USER 2019–2023 (USD MILLION) 222
TABLE 201 AUSTRALIA & NEW ZEALAND: AI IN FINANCE MARKET, BY END USER 2024–2030 (USD MILLION) 222
TABLE 202 ASEAN: AI IN FINANCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 223
TABLE 203 ASEAN: AI IN FINANCE MARKET, BY COUNTRY, 2024–2030 (USD MILLION) 223
TABLE 204 ASEAN: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 224
TABLE 205 ASEAN: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 224
TABLE 206 REST OF ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER 2019–2023 (USD MILLION) 225
TABLE 207 REST OF ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER 2024–2030 (USD MILLION) 225
TABLE 208 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY PRODUCT,
2019–2023 (USD MILLION) 227
TABLE 209 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY PRODUCT 2024–2030 (USD MILLION) 228
TABLE 210 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE 2019–2023 (USD MILLION) 228
TABLE 211 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE 2024–2030 (USD MILLION) 228
TABLE 212 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY TECHNOLOGY 2019–2023 (USD MILLION) 229
TABLE 213 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY TECHNOLOGY 2024–2030 (USD MILLION) 229
TABLE 214 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS OPERATIONS), 2019–2023 (USD MILLION) 229
TABLE 215 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS OPERATIONS), 2024–2030 (USD MILLION) 230
TABLE 216 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS FUNCTIONS), 2019–2023 (USD MILLION) 230
TABLE 217 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS FUNCTIONS), 2024–2030 (USD MILLION) 230
TABLE 218 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER 2019–2023 (USD MILLION) 231
TABLE 219 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER 2024–2030 (USD MILLION) 231
TABLE 220 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS FUNCTIONS), 2019–2023 (USD MILLION) 231
TABLE 221 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS FUNCTIONS), 2024–2030 (USD MILLION) 232
TABLE 222 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS OPERATIONS), 2019–2023 (USD MILLION) 232
TABLE 223 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS OPERATIONS), 2024–2030 (USD MILLION) 233
TABLE 224 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY REGION 2019–2023 (USD MILLION) 233
TABLE 225 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY REGION 2024–2030 (USD MILLION) 233
TABLE 226 MIDDLE EAST: AI IN FINANCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 234
TABLE 227 MIDDLE EAST: AI IN FINANCE MARKET, BY COUNTRY, 2024–2030 (USD MILLION) 234
TABLE 228 KSA: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 235
TABLE 229 KSA: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 235
TABLE 230 UAE: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 236
TABLE 231 UAE: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 236
TABLE 232 KUWAIT: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 237
TABLE 233 KUWAIT: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 237
TABLE 234 BAHRAIN: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 238
TABLE 235 BAHRAIN: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 238
TABLE 236 AFRICA: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 239
TABLE 237 AFRICA: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 239
TABLE 238 LATIN AMERICA: AI IN FINANCE MARKET, BY PRODUCT 2019–2023 (USD MILLION) 241
TABLE 239 LATIN AMERICA: AI IN FINANCE MARKET, BY PRODUCT 2024–2030 (USD MILLION) 242
TABLE 240 LATIN AMERICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE 2019–2023 (USD MILLION) 242
TABLE 241 LATIN AMERICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE 2024–2030 (USD MILLION) 242
TABLE 242 LATIN AMERICA: AI IN FINANCE MARKET, BY TECHNOLOGY 2019–2023 (USD MILLION) 243
TABLE 243 LATIN AMERICA: AI IN FINANCE MARKET, BY TECHNOLOGY 2024–2030 (USD MILLION) 243
TABLE 244 LATIN AMERICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS OPERATIONS), 2019–2023 (USD MILLION) 243
TABLE 245 LATIN AMERICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS OPERATIONS), 2024–2030 (USD MILLION) 243
TABLE 246 LATIN AMERICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS FUNCTIONS), 2019–2023 (USD MILLION) 244
TABLE 247 LATIN AMERICA: AI IN FINANCE MARKET, BY APPLICATION
(FINANCE AS BUSINESS FUNCTIONS), 2024–2030 (USD MILLION) 244
TABLE 248 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER 2019–2023 (USD MILLION) 244
TABLE 249 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER 2024–2030 (USD MILLION) 244
TABLE 250 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS FUNCTIONS), 2019–2023 (USD MILLION) 245
TABLE 251 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS FUNCTIONS), 2024–2030 (USD MILLION) 245
TABLE 252 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS OPERATIONS), 2019–2023 (USD MILLION) 246
TABLE 253 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER
(FINANCE AS BUSINESS OPERATIONS), 2024–2030 (USD MILLION) 246
TABLE 254 LATIN AMERICA: AI IN FINANCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 246
TABLE 255 LATIN AMERICA: AI IN FINANCE MARKET, BY COUNTRY, 2024–2030 (USD MILLION) 247
TABLE 256 BRAZIL: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 247
TABLE 257 BRAZIL: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 248
TABLE 258 MEXICO: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 248
TABLE 259 MEXICO: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 249
TABLE 260 ARGENTINA: AI IN FINANCE MARKET, BY END USER, 2019–2023 (USD MILLION) 249
TABLE 261 ARGENTINA: AI IN FINANCE MARKET, BY END USER, 2024–2030 (USD MILLION) 250
TABLE 262 REST OF LATIN AMERICA: AI IN FINANCE MARKET, BY END USER 2019–2023 (USD MILLION) 250
TABLE 263 REST OF LATIN AMERICA: AI IN FINANCE MARKET, BY END USER 2024–2030 (USD MILLION) 251
TABLE 264 AI IN FINANCE MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY VENDORS, 2020–2024 252
TABLE 265 AI IN FINANCE MARKET (FINANCE AS BUSINESS FUNCTIONS):
DEGREE OF COMPETITION, 2023 258
TABLE 266 AI IN FINANCE MARKET (FINANCE AS BUSINESS OPERATIONS):
DE