1 INTRODUCTION
1.1 OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 MARKET SCOPE
1.3 RESEARCH METHODOLOGY
1.3.1 SECONDARY DATA
1.3.2 PRIMARY DATA
1.3.3 MARKET SIZE ESTIMATION
1.3.4 BOTTOM-UP APPROACH
1.3.5 TOP-DOWN APPROACH
1.4 RESEARCH ASSUMPTION
1.5 STAKEHOLDERS
1.6 CURRENCY
1.7 YEARS CONSIDERED
1.8 LIMITATION
2 EXECUTIVE SUMMARY
3 MARKET OUTLOOK
3.1 INTRODUCTION
3.2 DROC MATRIX
3.3 MARKET CHALLENGES
3.4 MARKET SHARE ANALYSIS
3.5 COST STRUCTURE ANALYSIS
3.6 VALUE CHAIN ANALYSIS
3.7 COVID-19 IMPACT ANALYSES
4 INDUSTRY TRENDS
4.1 INTRODUCTION
4.2 PESTEL ANALYSIS
4.3 PORTER’S FIVE FORCES MODEL
4.3.1 DEGREE OF COMPETITION
4.3.2 BARGAINING POWER OF BUYERS
4.3.3 BARGAINING POWER OF SUPPLIERS
4.3.4 THREAT FROM SUBSTITUTES
4.3.5 THREAT FROM NEW ENTRANTS
5 GENERATIVE AI IN FINANCIAL SERVICES TYPE ANALYSIS
5.1 INTRODUCTION
5.2 HISTORICAL MARKET TYPE ANALYSIS, 2017-2021
5.3 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
5.4 Y-O-Y GROWTH TREND ANALYSIS
5.5 SOLUTIONS
5.6 SERVICES
6 GENERATIVE AI IN FINANCIAL SERVICES MARKET DEPLOYMENT MODE ANALYSIS
6.1 INTRODUCTION
6.2 HISTORICAL MARKET DEPLOYMENT MODE ANALYSIS, 2017-2021
6.3 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
6.4 Y-O-Y GROWTH TREND ANALYSIS
6.5 CLOUD
6.6 ON-PREMISES
7 GENERATIVE AI IN FINANCIAL SERVICES MARKET APPLICATION ANALYSIS
7.1 INTRODUCTION
7.2 HISTORICAL MARKET APPLICATION ANALYSIS, 2017-2021
7.3 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
7.4 Y-O-Y GROWTH TREND ANALYSIS
7.5 CREDIT SCORING
7.6 FRAUD DETECTION
7.7 RISK MANAGEMENT
7.8 FORECASTING & REPORTING
7.9 OTHER APPLICATIONS
8 GLOBAL GENERATIVE AI IN FINANCIAL SERVICES REGIONAL ANALYSIS
8.1 INTRODUCTION
8.2 NORTH AMERICA
8.2.1 NORTH AMERICA HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
8.2.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
8.2.3 Y-O-Y GROWTH TREND ANALYSIS
8.2.3.1 U.S.
8.2.3.2 Canada
8.2.3.3 Mexico
8.3 ASIA-PACIFIC
8.3.1 APAC HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
8.3.2 Y-O-Y GROWTH TREND ANALYSIS
8.3.2.1 China
8.3.2.2 Japan
8.3.2.3 Korea
8.3.2.4 India
8.3.2.5 Southeast Asia
8.4 MIDDLE EAST AND AFRICA
8.4.1 MIDDLE EAST AND AFRICA HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
8.4.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
8.4.3 Y-O-Y GROWTH TREND ANALYSIS
8.4.3.1 Saudi Arabia
8.4.3.2 UAE
8.4.3.3 Egypt
8.4.3.4 Nigeria
8.4.3.5 South Africa
8.5 EUROPE
8.5.1 EUROPE HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
8.5.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
8.5.3 Y-O-Y GROWTH TREND ANALYSIS
8.5.3.1 Germany
8.5.3.2 France
8.5.3.3 UK
8.5.3.4 Russia
8.5.3.5 Italy
8.6 SOUTH AMERICA
8.6.1 SOUTH AMERICA HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
8.6.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
8.6.3 Y-O-Y GROWTH TREND ANALYSIS
8.6.3.1 Brazil
8.6.3.2 Argentina
8.6.3.3 Columbia
9 COUNTRY LEVEL ANALYSIS
9.1 UNITED STATES
9.2 CANADA
9.3 MEXICO
9.4 CHINA
9.5 JAPAN
9.6 INDIA
9.7 KOREA
9.8 SAUDI AREBIA
9.9 UAE
9.10 EGYPT
9.11 NIGERIA
9.12 SOUTH AFRICA
9.13 GERMANY
9.14 FRANCE
9.15 UK
9.16 RUSSIA
9.17 ITALY
9.18 BRAZIL
9.19 ARGENTINA
9.20 COLUMBIA
10 MARKET PLAYERS
10.1 IBM CORPORATION
10.1.1 BUSINESS OVERVIEW:
10.1.2 PRODUCT PORTFOLIO
10.1.3 RECENT DEVELOPMENTS
10.1.4 SWOT ANALYSIS:
10.2 INTEL CORPORATION
10.3 NARRATIVE SCIENCE
10.4 AMAZON WEB SERVICES, INC.
10.5 MICROSOFT
10.6 GOOGLE LLC
10.7 SALESFORCE, INC.
10.8 NVIDIA
10.9 ACCENTURE
10.10 PALANTIR TECHNOLOGIES
10.11 SAS
10.12 ALPHABET (GOOGLE'S PARENT COMPANY)
10.13 ORACLE
10.14 FICO (FAIR ISAAC CORPORATION)
10.15 BAIDU
10.16 INFOSYS
10.17 SAMSUNG SDS
10.18 YODLEE
10.19 AYASDI
10.20 ZESTFINANCE
10.21 KENSHO TECHNOLOGIES
11 ABOUT US

TABLE 1 GENERATIVE AI IN FINANCIAL SERVICES REGIONAL HISTORICAL MARKET ANALYSIS, 2017–2021 (USD MILLION)
TABLE 2 GLOBAL GENERATIVE AI IN FINANCIAL SERVICES MARKET, 2022–2031, (USD MILLION)
TABLE 3 GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE REGIONAL ANALYSIS, 2022–2031 (USD MILLION)
TABLE 4 GLOBAL GENERATIVE AI IN FINANCIAL SERVICES HISTORICAL MARKET TYPE ANALYSIS, 2017-2021, (USD MILLION)
TABLE 5 GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 6 SOLUTIONS CURRENT AND FUTURE TYPE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 7 SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 8 GLOBAL GENERATIVE AI IN FINANCIAL SERVICES HISTORICAL MARKET DEPLOYMENT MODE ANALYSIS, 2017-2021, (USD MILLION)
TABLE 9 GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 10 CLOUD CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 11 ON-PREMISES CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 12 GLOBAL GENERATIVE AI IN FINANCIAL SERVICES HISTORICAL MARKET APPLICATION ANALYSIS, 2017-2021, (USD MILLION)
TABLE 13 GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 14 CREDIT SCORING CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 15 FRAUD DETECTION CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 16 RISK MANAGEMENT CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 17 FORECASTING & REPORTING CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 18 OTHER APPLICATIONS CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 19 NORTH AMERICA GENERATIVE AI IN FINANCIAL SERVICES HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 20 NORTH AMERICA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 21 NORTH AMERICA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 22 NORTH AMERICA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 23 U.S. GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2017–2023
TABLE 24 U.S. GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 25 U.S. GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 26 CANADA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 27 CANADA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 28 MEXICO GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 29 MEXICO GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 30 APAC GENERATIVE AI IN FINANCIAL SERVICES HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 31 ASIA-PACIFIC GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 32 ASIA-PACIFIC GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 33 ASIA-PACIFIC GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 34 CHINA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 35 CHINA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 36 JAPAN GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 37 JAPAN GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 38 KOREA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 39 KOREA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 40 INDIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 41 INDIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 42 SOUTHEAST ASIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 43 SOUTHEAST ASIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 44 MIDDLE EAST AND AFRICA GENERATIVE AI IN FINANCIAL SERVICES HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 45 MIDDLE EAST AND AFRICA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 46 MIDDLE EAST AND AFRICA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 47 MIDDLE EAST AND AFRICA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 48 SAUDI ARABIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 49 SAUDI ARABIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 50 UAE GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 51 UAE GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 52 EGYPT GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 53 EGYPT GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 54 NIGERIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 55 NIGERIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 56 SOUTH AFRICA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 57 SOUTH AFRICA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 58 EUROPE GENERATIVE AI IN FINANCIAL SERVICES HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 59 EUROPE GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 60 EUROPE GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 61 EUROPE GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 62 GERMANY GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 63 GERMANY GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 64 FRANCE GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 65 FRANCE GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 66 UK GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 67 UK GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 68 RUSSIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 69 RUSSIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 70 ITALY GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 71 ITALY GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 72 SOUTH AMERICA GENERATIVE AI IN FINANCIAL SERVICES HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 73 SOUTH AMERICA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 74 SOUTH AMERICA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 75 SOUTH AMERICA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 76 BRAZIL GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 77 BRAZIL GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 78 ARGENTINA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 79 ARGENTINA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 80 COLUMBIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 81 COLUMBIA GENERATIVE AI IN FINANCIAL SERVICES CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)