AI in Finance Market by Product (Algorithmic Trading, Virtual Assistants, Robo-Advisors, GRC, IDP, Underwriting Tools), Technology, Application (Fraud Detection, Risk Management, Trend Analysis, Financial Planning, Forecasting) - Global Forecast to 2030

TABLE OF CONTENTS

1 INTRODUCTION

• 1.1 STUDY OBJECTIVES
• 1.2 MARKET DEFINITION
  • 1.2.1 INCLUSIONS AND EXCLUSIONS
• 1.3 MARKET SCOPE
  • 1.3.1 MARKET SEGMENTATION
  • 1.3.2 YEARS CONSIDERED
• 1.4 CURRENCY CONSIDERED
• 1.5 STAKEHOLDERS

2 RESEARCH METHODOLOGY

• 2.1 RESEARCH DATA
  • 2.1.1 SECONDARY DATA
  • 2.1.2 PRIMARY DATA
    • 2.1.2.1 Breakup of primary profiles
    • 2.1.2.2 Key industry insights
• 2.2 DATA TRIANGULATION
• 2.3 MARKET SIZE ESTIMATION
  • 2.3.1 TOP-DOWN APPROACH
  • 2.3.2 BOTTOM-UP APPROACH
• 2.4 MARKET FORECAST
• 2.5 RESEARCH ASSUMPTIONS
• 2.6 RISK ASSESSMENT
• 2.7 RESEARCH LIMITATIONS

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

• 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI IN FINANCE MARKET
• 4.2 AI IN FINANCE MARKET: TOP THREE APPLICATIONS
• 4.3 NORTH AMERICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE AND END USER
• 4.4 AI IN FINANCE MARKET, BY REGION

5 MARKET OVERVIEW AND INDUSTRY TRENDS

• 5.1 INTRODUCTION
• 5.2 MARKET DYNAMICS
  • 5.2.1 DRIVERS
    • 5.2.1.1 Increasing demand for precise forecasts for strategic planning and investment
    • 5.2.1.2 Growing adoption of AI algorithms to enhance risk detection and mitigation
    • 5.2.1.3 Rising popularity of personalized financial services
  • 5.2.2 RESTRAINTS
    • 5.2.2.1 Concerns regarding bias and ethical data use
  • 5.2.3 OPPORTUNITIES
    • 5.2.3.1 Growing need for hyper-personalized financial products for long-term customer engagement and tailored services
    • 5.2.3.2 Rising demand for accurate credit scoring and better risk management
  • 5.2.4 CHALLENGES
    • 5.2.4.1 Ensuring data security to prevent breaches or violations
    • 5.2.4.2 AI model complexity in finance
• 5.3 EVOLUTION OF AI IN FINANCE MARKET
• 5.4 SUPPLY CHAIN ANALYSIS
• 5.5 ECOSYSTEM ANALYSIS
  • 5.5.1 FRAUD DETECTION & PREVENTION PROVIDERS
  • 5.5.2 RISK MANAGEMENT PROVIDERS
  • 5.5.3 CUSTOMER SERVICE & ENGAGEMENT PROVIDERS
  • 5.5.4 FINANCIAL COMPLIANCE & REGULATORY REPORTING PROVIDERS
  • 5.5.5 INVESTMENT & PORTFOLIO MANAGEMENT PROVIDERS
  • 5.5.6 END USERS
• 5.6 CASE STUDY ANALYSIS
  • 5.6.1 PAYPAL ENHANCES FRAUD DETECTION CAPABILITIES WITH H2O.AI'S DRIVERLESS AI SOLUTION
  • 5.6.2 VENA SOLUTIONS TRANSFORMING FINANCIAL REPORTING AND PLANNING AT SHIFT4 PAYMENTS
  • 5.6.3 INVESTA ENHANCES FUND REPORTING EFFICIENCY WITH WORKIVA'S STREAMLINED SOLUTIONS
  • 5.6.4 DATAVISOR AND MICROSOFT AZURE COLLABORATE TO ENHANCE REAL-TIME FRAUD DETECTION
  • 5.6.5 ZOHO EMPOWERS PLENTI WITH UNIFIED CRM SOLUTION TO ENHANCE CUSTOMER ENGAGEMENT AND OPERATIONAL EFFICIENCY
• 5.7 TECHNOLOGY ANALYSIS
  • 5.7.1 KEY TECHNOLOGIES
    • 5.7.1.1 NLP & deep learning
    • 5.7.1.2 Computer vision
    • 5.7.1.3 Predictive analytics
    • 5.7.1.4 Robotic process automation (RPA)
    • 5.7.1.5 Reinforcement learning
    • 5.7.1.6 Explainable AI (XAI)
    • 5.7.1.7 Anomaly detection
  • 5.7.2 ADJACENT TECHNOLOGIES
    • 5.7.2.1 Cybersecurity
    • 5.7.2.2 IoT
    • 5.7.2.3 AR/VR
    • 5.7.2.4 Digital identity verification
  • 5.7.3 COMPLEMENTARY TECHNOLOGIES
    • 5.7.3.1 Cloud computing
    • 5.7.3.2 Edge computing
    • 5.7.3.3 Quantum computing
    • 5.7.3.4 Big data analytics
    • 5.7.3.5 Blockchain
• 5.8 KEY CONFERENCES AND EVENTS, 2024-2025
• 5.9 INVESTMENT AND FUNDING SCENARIO
• 5.10 REGULATORY LANDSCAPE
  • 5.10.1 REGULATORY BODIES, GOVERNMENT AGENCIES, FRAMEWORKS, AND OTHER ORGANIZATIONS
  • 5.10.2 REGULATORY LANDSCAPE, BY REGION
    • 5.10.2.1 North America
      • 5.10.2.1.1 US
      • 5.10.2.1.2 Canada
    • 5.10.2.2 Europe
      • 5.10.2.2.1 EU
      • 5.10.2.2.2 UK
    • 5.10.2.3 Asia Pacific
      • 5.10.2.3.1 Singapore
      • 5.10.2.3.2 Hong Kong
      • 5.10.2.3.3 China
      • 5.10.2.3.4 South Korea
      • 5.10.2.3.5 Taiwan
    • 5.10.2.4 Middle East & Africa
      • 5.10.2.4.1 UAE
      • 5.10.2.4.2 South Africa
      • 5.10.2.4.3 Israel
      • 5.10.2.4.4 Saudi Arabia
    • 5.10.2.5 Latin America
      • 5.10.2.5.1 Brazil
      • 5.10.2.5.2 Mexico
      • 5.10.2.5.3 Chile
• 5.11 PATENT ANALYSIS
  • 5.11.1 METHODOLOGY
  • 5.11.2 PATENTS FILED, BY DOCUMENT TYPE
  • 5.11.3 INNOVATIONS AND PATENT APPLICATIONS
• 5.12 PRICING ANALYSIS
  • 5.12.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY APPLICATION
  • 5.12.2 INDICATIVE PRICING ANALYSIS, BY PRODUCT TYPE
• 5.13 PORTER'S FIVE FORCES ANALYSIS
  • 5.13.1 THREAT OF NEW ENTRANTS
  • 5.13.2 THREAT OF SUBSTITUTES
  • 5.13.3 BARGAINING POWER OF SUPPLIERS
  • 5.13.4 BARGAINING POWER OF BUYERS
  • 5.13.5 INTENSITY OF COMPETITIVE RIVALRY
• 5.14 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
• 5.15 KEY STAKEHOLDERS AND BUYING CRITERIA
  • 5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS
  • 5.15.2 BUYING CRITERIA
• 5.16 IMPACT OF GENERATIVE AI ON AI IN FINANCE MARKET
  • 5.16.1 TOP USE CASES & MARKET POTENTIAL
    • 5.16.1.1 Key use cases
  • 5.16.2 AUTOMATED FINANCIAL REPORTING
  • 5.16.3 ENHANCED RISK MANAGEMENT
  • 5.16.4 PERSONALIZED FINANCIAL SERVICES
  • 5.16.5 STREAMLINED CUSTOMER INTERACTIONS
  • 5.16.6 FRAUD DETECTION AND COMPLIANCE
  • 5.16.7 INNOVATIVE FINANCIAL PLANNING

6 AI IN FINANCE MARKET, BY PRODUCT

• 6.1 INTRODUCTION
  • 6.1.1 PRODUCT: AI IN FINANCE MARKET DRIVERS
• 6.2 TYPE
  • 6.2.1 ERP AND FINANCIAL SYSTEMS
    • 6.2.1.1 Real-time analytics and automated reporting for improved financial management
  • 6.2.2 CHATBOTS & VIRTUAL ASSISTANTS
    • 6.2.2.1 Enhancing operational efficiency and customer engagement in financial services
  • 6.2.3 AUTOMATED RECONCILIATION SOLUTIONS
    • 6.2.3.1 Boosting operational agility for swift transaction processing
  • 6.2.4 INTELLIGENT DOCUMENT PROCESSING
    • 6.2.4.1 Reducing manual errors, enabling quick decision-making, and accelerating processing time
  • 6.2.5 GOVERNANCE, RISK, AND COMPLIANCE (GRC) SOFTWARE
    • 6.2.5.1 Facilitating seamless collaboration across departments
  • 6.2.6 ACCOUNTS PAYABLE/RECEIVABLE AUTOMATION SOFTWARE
    • 6.2.6.1 Providing real-time insights for informed financial decisions
  • 6.2.7 ROBO-ADVISORS
    • 6.2.7.1 Providing automated investment management and financial advisory services
  • 6.2.8 EXPENSE MANAGEMENT SYSTEMS
    • 6.2.8.1 Streamlining financial operations and controlling costs
  • 6.2.9 COMPLIANCE AUTOMATION PLATFORMS
    • 6.2.9.1 Identifying compliance risks and enabling real-time alerts
  • 6.2.10 ALGORITHMIC TRADING PLATFORMS
    • 6.2.10.1 Automating trade execution and responding to market fluctuations
  • 6.2.11 UNDERWRITING ENGINES/PLATFORMS
    • 6.2.11.1 Expediting loan approvals and promoting fair lending
  • 6.2.12 OTHER PRODUCT TYPES
• 6.3 DEPLOYMENT MODE
  • 6.3.1 CLOUD
    • 6.3.1.1 Cloud deployment offers scalability, flexibility, and cost-efficiency
  • 6.3.2 ON-PREMISES
    • 6.3.2.1 On-premises deployment provides fast data processing and real-time analytics

7 AI IN FINANCE MARKET, BY TECHNOLOGY

• 7.1 INTRODUCTION
  • 7.1.1 TECHNOLOGY: AI IN FINANCE MARKET DRIVERS
• 7.2 GENERATIVE AI
  • 7.2.1 ENHANCES CUSTOMER ENGAGEMENT AND PROCESS AUTOMATION IN FINANCE
• 7.3 OTHER AI TECHNOLOGIES
  • 7.3.1 NLP
    • 7.3.1.1 NLP boosts data analysis, automates interactions, and enhances compliance
  • 7.3.2 PREDICTIVE ANALYTICS
    • 7.3.2.1 AI-driven predictive analytics enables accurate forecasting

8 AI IN FINANCE MARKET, BY APPLICATION

• 8.1 INTRODUCTION
  • 8.1.1 APPLICATION: AI IN FINANCE MARKET DRIVERS
• 8.2 FINANCE AS BUSINESS OPERATIONS
  • 8.2.1 FRAUD DETECTION & PREVENTION
    • 8.2.1.1 AI-driven fraud detection enhances security and reduces financial losses
    • 8.2.1.2 Real-time transaction monitoring
    • 8.2.1.3 Customer data security
    • 8.2.1.4 Customer behavior analysis
    • 8.2.1.5 Trend analysis
    • 8.2.1.6 Others
  • 8.2.2 RISK MANAGEMENT
    • 8.2.2.1 AI-driven risk management enhances decision-making in finance
    • 8.2.2.2 Credit risk scoring
    • 8.2.2.3 Market volatility prediction
    • 8.2.2.4 Stress testing
    • 8.2.2.5 Others
  • 8.2.3 CUSTOMER SERVICE & ENGAGEMENT
    • 8.2.3.1 Customer service and engagement enhance personalization, leading to improved client satisfaction
    • 8.2.3.2 Chatbots/Virtual assistants for customer support
    • 8.2.3.3 Personalized financial product recommendations
    • 8.2.3.4 Market segmentation
    • 8.2.3.5 Personalized marketing messaging
    • 8.2.3.6 New customer acquisition
    • 8.2.3.7 Data-driven decision making
    • 8.2.3.8 Customer retention management
    • 8.2.3.9 Others
  • 8.2.4 FINANCIAL COMPLIANCE & REGULATORY REPORTING
    • 8.2.4.1 Financial compliance streamlines accuracy and efficiency in meeting standards
    • 8.2.4.2 Risk & compliance management
    • 8.2.4.3 Audit & reporting
    • 8.2.4.4 Others
  • 8.2.5 INVESTMENT & PORTFOLIO MANAGEMENT
    • 8.2.5.1 AI optimizes investment and portfolio management for smarter decision-making and improved returns
    • 8.2.5.2 Robo-advisors for wealth management
    • 8.2.5.3 Portfolio rebalancing
    • 8.2.5.4 Others
• 8.3 FINANCE AS BUSINESS FUNCTIONS
  • 8.3.1 FINANCIAL PLANNING & FORECASTING
    • 8.3.1.1 Financial planning enhances accuracy and decision-making in finance
    • 8.3.1.2 Demand forecasting (CAPEX/OPEX)
    • 8.3.1.3 Cash flow forecasting
    • 8.3.1.4 Budgeting & expense management
    • 8.3.1.5 Scenario planning
    • 8.3.1.6 Others
  • 8.3.2 AUTOMATED BOOKKEEPING & RECONCILIATION
    • 8.3.2.1 Automated bookkeeping and reconciliation streamline financial processes and enhance accuracy
    • 8.3.2.2 Real-time ledger matching
    • 8.3.2.3 Invoice processing
    • 8.3.2.4 Variance detection
    • 8.3.2.5 Others
  • 8.3.3 PROCUREMENT & SUPPLY CHAIN FINANCE
    • 8.3.3.1 AI optimizes supply chain management by boosting efficiency and reducing costs
    • 8.3.3.2 Invoice discounting
    • 8.3.3.3 Supplier risk scoring
    • 8.3.3.4 Dynamic payments
    • 8.3.3.5 Payment automation
    • 8.3.3.6 Others
  • 8.3.4 REVENUE CYCLE MANAGEMENT
    • 8.3.4.1 Revenue cycle management automates processes and improves cash flow through enhanced accuracy in billing
    • 8.3.4.2 Payment optimization
    • 8.3.4.3 Subscription billing management
    • 8.3.4.4 Invoice settlements/Automated invoice processing
    • 8.3.4.5 Churn management
    • 8.3.4.6 Others

9 AI IN FINANCE MARKET, BY END USER

• 9.1 INTRODUCTION
  • 9.1.1 END USER: AI IN FINANCE MARKET DRIVERS
• 9.2 END USER
  • 9.2.1 FINANCE AS BUSINESS FUNCTIONS
    • 9.2.1.1 Government & public sector
      • 9.2.1.1.1 Strengthening governance and trust in AI in finance
    • 9.2.1.2 Retail & e-commerce
      • 9.2.1.2.1 Driving sales and satisfaction with AI-enhanced retail
    • 9.2.1.3 Real estate
      • 9.2.1.3.1 Revolutionizing real estate with AI-driven finance solutions
    • 9.2.1.4 Manufacturing
      • 9.2.1.4.1 Transforming financial processes of manufacturing sector for enhanced efficiency and growth
    • 9.2.1.5 Telecom & media
      • 9.2.1.5.1 Leveraging AI in telecom & media for optimized network management and enhanced service quality
    • 9.2.1.6 Healthcare & pharma
      • 9.2.1.6.1 AI provides enhanced and patient-centric solutions in finance
    • 9.2.1.7 Utilities
      • 9.2.1.7.1 AI transforms utilities sector by enhancing operational efficiency and improving predictive maintenance
    • 9.2.1.8 Education
      • 9.2.1.8.1 Harnessing AI to transform education finance by streamlining operations and enhancing financial literacy
    • 9.2.1.9 Technology & software
      • 9.2.1.9.1 Technology and software enable automation and improve decision-making processes
    • 9.2.1.10 Other end users
• 9.3 FINANCE AS BUSINESS OPERATIONS
  • 9.3.1 BANKING
    • 9.3.1.1 AI enables better risk management and improves fraud detection
    • 9.3.1.2 Corporate & commercial banking
    • 9.3.1.3 Retail banking
    • 9.3.1.4 Investment banking
  • 9.3.2 INSURANCE
    • 9.3.2.1 AI automates claim processing, reduces fraud, and personalizes policies
  • 9.3.3 INVESTMENT & ASSET MANAGEMENT
    • 9.3.3.1 AI enhances decision-making and optimizes portfolio management
    • 9.3.3.2 Hedge funds
    • 9.3.3.3 Private equity
    • 9.3.3.4 Wealth management
  • 9.3.4 FINTECH
    • 9.3.4.1 AI in fintech automates tasks, improves data analysis, and provides real-time insights
    • 9.3.4.2 Blockchain & cryptocurrency providers
    • 9.3.4.3 Lending platform providers/specialty lenders
  • 9.3.5 CAPITAL MARKETS/REGTECH
    • 9.3.5.1 AI increases efficiency and reduces operational costs in capital markets

10 AI IN FINANCE MARKET, BY REGION

• 10.1 INTRODUCTION
• 10.2 NORTH AMERICA
  • 10.2.1 NORTH AMERICA: AI IN FINANCE MARKET DRIVERS
  • 10.2.2 NORTH AMERICA: MACROECONOMIC IMPACT
  • 10.2.3 US
    • 10.2.3.1 Transforming brands with AI-driven personalization in social media
  • 10.2.4 CANADA
    • 10.2.4.1 Accelerating AI adoption in finance through automation and digital transformation
• 10.3 EUROPE
  • 10.3.1 EUROPE: AI IN FINANCE MARKET DRIVERS
  • 10.3.2 EUROPE: MACROECONOMIC IMPACT
  • 10.3.3 UK
    • 10.3.3.1 Leveraging automation and data analytics for enhanced decision-making and compliance
  • 10.3.4 GERMANY
    • 10.3.4.1 Focus on automation in risk management and personalized banking services to improve operational efficiency
  • 10.3.5 FRANCE
    • 10.3.5.1 Robust government initiatives promote innovation and establish frameworks encouraging AI technology adoption
  • 10.3.6 ITALY
    • 10.3.6.1 Promotion of digital transformation and rising investment in AI technologies across financial institutions
  • 10.3.7 SPAIN
    • 10.3.7.1 Increased funding and strategic partnerships to enhance AI collaboration in financial services
  • 10.3.8 REST OF EUROPE
• 10.4 ASIA PACIFIC
  • 10.4.1 ASIA PACIFIC: AI IN FINANCE MARKET DRIVERS
  • 10.4.2 ASIA PACIFIC: MACROECONOMIC IMPACT
  • 10.4.3 CHINA
    • 10.4.3.1 Increasing focus on AI innovation for operational efficiency in financial sector to boost market
  • 10.4.4 JAPAN
    • 10.4.4.1 Partnerships between financial institutions and tech firms accelerate AI integration for improved financial solutions
  • 10.4.5 INDIA
    • 10.4.5.1 Increasing adoption of AI-powered solutions by financial institutions for risk management to drive market
  • 10.4.6 SOUTH KOREA
    • 10.4.6.1 Government support enhances financial services and boosts competitiveness in fintech sector
  • 10.4.7 AUSTRALIA & NEW ZEALAND
    • 10.4.7.1 Increasing adoption of AI by growing fintech companies to drive market
  • 10.4.8 ASEAN
    • 10.4.8.1 Increasing digitalization of banking services to drive market
  • 10.4.9 REST OF ASIA PACIFIC
• 10.5 MIDDLE EAST & AFRICA
  • 10.5.1 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET DRIVERS
  • 10.5.2 MIDDLE EAST & AFRICA: MACROECONOMIC IMPACT
  • 10.5.3 MIDDLE EAST
    • 10.5.3.1 KSA
      • 10.5.3.1.1 Government Vision 2030 initiative promoting digital transformation and AI adoption in financial services to drive market
    • 10.5.3.2 UAE
      • 10.5.3.2.1 Increased investments in AI-powered financial technologies to drive market
    • 10.5.3.3 Kuwait
      • 10.5.3.3.1 Growing focus on digital transformation to fuel AI adoption in finance market
    • 10.5.3.4 Bahrain
      • 10.5.3.4.1 Increasing adoption of AI technologies in banking sector to drive market
  • 10.5.4 AFRICA
    • 10.5.4.1 Increasing adoption of AI to enhance financial services to drive market
• 10.6 LATIN AMERICA
  • 10.6.1 LATIN AMERICA: AI IN FINANCE MARKET DRIVERS
  • 10.6.2 LATIN AMERICA: MACROECONOMIC IMPACT
  • 10.6.3 BRAZIL
    • 10.6.3.1 Government support and investments in AI to drive market
  • 10.6.4 MEXICO
    • 10.6.4.1 Increased investment in fintech to drive AI adoption in finance market
  • 10.6.5 ARGENTINA
    • 10.6.5.1 Fintech expansion and innovation to propel market growth
  • 10.6.6 REST OF LATIN AMERICA

11 COMPETITIVE LANDSCAPE

• 11.1 OVERVIEW
• 11.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2020-2024
• 11.3 REVENUE ANALYSIS, 2019-2023
• 11.4 MARKET SHARE ANALYSIS, 2023
  • 11.4.1 MARKET SHARE ANALYSIS OF KEY PLAYERS (FINANCE AS BUSINESS FUNCTIONS)
  • 11.4.2 MARKET RANKING ANALYSIS (FINANCE AS BUSINESS FUNCTIONS)
  • 11.4.3 MARKET SHARE ANALYSIS OF KEY PLAYERS (FINANCE AS BUSINESS OPERATIONS)
  • 11.4.4 MARKET RANKING ANALYSIS (FINANCE AS BUSINESS OPERATIONS)
• 11.5 PRODUCT COMPARISON
  • 11.5.1 PRODUCT COMPARATIVE ANALYSIS, BY RISK ASSESSMENT
    • 11.5.1.1 ZAML (Zest Automated Machine Learning) (Zest AI)
    • 11.5.1.2 Kensho Risk (Kensho)
    • 11.5.1.3 C3 AI Risk Management (C3 AI)
    • 11.5.1.4 Finacle Treasury and Risk Management Solution (Infosys)
  • 11.5.2 PRODUCT COMPARATIVE ANALYSIS, BY FRAUD DETECTION & PREVENTION
    • 11.5.2.1 Socure ID+ (Socure)
    • 11.5.2.2 Dataminr Real-Time Risk Detection (Dataminr)
    • 11.5.2.3 Google Cloud (Google)
    • 11.5.2.4 Vectra Cognito (Vectra AI)
  • 11.5.3 PRODUCT COMPARATIVE ANALYSIS, BY CHATBOTS & PERSONAL ASSISTANTS
    • 11.5.3.1 AlphaSense Search Chatbot (AlphaSense)
    • 11.5.3.2 Oracle Digital Assistant (Oracle)
    • 11.5.3.3 Watson Assistant (IBM)
• 11.6 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
• 11.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
  • 11.7.1 COMPANY EVALUATION MATRIX: KEY PLAYERS (FINANCE AS BUSINESS FUNCTIONS)
    • 11.7.1.1 Stars
    • 11.7.1.2 Emerging Leaders
    • 11.7.1.3 Pervasive Players
    • 11.7.1.4 Participants
  • 11.7.2 COMPANY EVALUATION MATRIX: KEY PLAYERS (FINANCE AS BUSINESS OPERATIONS)
    • 11.7.2.1 Stars
    • 11.7.2.2 Emerging Leaders
    • 11.7.2.3 Pervasive Players
    • 11.7.2.4 Participants
  • 11.7.3 COMPANY FOOTPRINT: KEY PLAYERS
    • 11.7.3.1 Company footprint
    • 11.7.3.2 Region footprint
    • 11.7.3.3 Product footprint
    • 11.7.3.4 Application footprint
    • 11.7.3.5 End user footprint
• 11.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
  • 11.8.1 COMPANY EVALUATION MATRIX: STARTUPS/SMES (FINANCE AS BUSINESS OPERATIONS)
    • 11.8.1.1 Progressive companies
    • 11.8.1.2 Responsive companies
    • 11.8.1.3 Dynamic companies
    • 11.8.1.4 Starting blocks
  • 11.8.2 COMPANY EVALUATION MATRIX: STARTUPS/SMES (FINANCE AS BUSINESS FUNCTIONS)
    • 11.8.2.1 Progressive companies
    • 11.8.2.2 Responsive companies
    • 11.8.2.3 Dynamic companies
    • 11.8.2.4 Starting blocks
  • 11.8.3 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
    • 11.8.3.1 Detailed list of key startups/SMEs
    • 11.8.3.2 Competitive benchmarking of key startups/SMEs
• 11.9 COMPETITIVE SCENARIO
  • 11.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS
  • 11.9.2 DEALS

12 COMPANY PROFILES

• 12.1 INTRODUCTION
• 12.2 KEY PLAYERS
  • 12.2.1 FIS
    • 12.2.1.1 Business overview
    • 12.2.1.2 Products/Solutions/Services offered
    • 12.2.1.3 Recent developments
      • 12.2.1.3.1 Product launches and enhancements
      • 12.2.1.3.2 Deals
    • 12.2.1.4 MnM view
      • 12.2.1.4.1 Key strengths
      • 12.2.1.4.2 Strategic choices
      • 12.2.1.4.3 Weaknesses and competitive threats
  • 12.2.2 FISERV
    • 12.2.2.1 Business overview
    • 12.2.2.2 Products/Solutions/Services offered
    • 12.2.2.3 Recent developments
      • 12.2.2.3.1 Product launches and enhancements
      • 12.2.2.3.2 Deals
    • 12.2.2.4 MnM view
      • 12.2.2.4.1 Key strengths
      • 12.2.2.4.2 Strategic choices
      • 12.2.2.4.3 Weaknesses and competitive threats
  • 12.2.3 GOOGLE
    • 12.2.3.1 Business overview
    • 12.2.3.2 Products/Solutions/Services offered
    • 12.2.3.3 Recent developments
      • 12.2.3.3.1 Product launches and enhancements
      • 12.2.3.3.2 Deals
    • 12.2.3.4 MnM view
      • 12.2.3.4.1 Key strengths
      • 12.2.3.4.2 Strategic choices
      • 12.2.3.4.3 Weaknesses and competitive threats
  • 12.2.4 MICROSOFT
    • 12.2.4.1 Business overview
    • 12.2.4.2 Products/Solutions/Services offered
    • 12.2.4.3 Recent developments
      • 12.2.4.3.1 Product launches and enhancements
      • 12.2.4.3.2 Deals
    • 12.2.4.4 MnM view
      • 12.2.4.4.1 Key strengths
      • 12.2.4.4.2 Strategic choices
      • 12.2.4.4.3 Weaknesses and competitive threats
  • 12.2.5 ZOHO
    • 12.2.5.1 Business overview
    • 12.2.5.2 Products/Solutions/Services offered
    • 12.2.5.3 Recent developments
      • 12.2.5.3.1 Product launches and enhancements
      • 12.2.5.3.2 Deals
    • 12.2.5.4 MnM view
      • 12.2.5.4.1 Key strengths
      • 12.2.5.4.2 Strategic choices
      • 12.2.5.4.3 Weaknesses and competitive threats
  • 12.2.6 IBM
    • 12.2.6.1 Business overview
    • 12.2.6.2 Products/Solutions/Services offered
    • 12.2.6.3 Recent developments
      • 12.2.6.3.1 Product launches and enhancements
      • 12.2.6.3.2 Deals
  • 12.2.7 SOCURE
    • 12.2.7.1 Business overview
    • 12.2.7.2 Products/Solutions/Services offered
    • 12.2.7.3 Recent developments
      • 12.2.7.3.1 Deals
      • 12.2.7.3.2 Expansions
  • 12.2.8 WORKIVA
    • 12.2.8.1 Business overview
    • 12.2.8.2 Products/Solutions/Services offered
    • 12.2.8.3 Recent developments
      • 12.2.8.3.1 Deals
      • 12.2.8.3.2 Expansions
  • 12.2.9 PLAID
    • 12.2.9.1 Business overview
    • 12.2.9.2 Products/Solutions/Services offered
    • 12.2.9.3 Recent developments
      • 12.2.9.3.1 Deals
  • 12.2.10 C3 AI
    • 12.2.10.1 Business overview
    • 12.2.10.2 Products/Solutions/Services offered
    • 12.2.10.3 Recent developments
      • 12.2.10.3.1 Deals
  • 12.2.11 HIGHRADIUS
    • 12.2.11.1 Business overview
    • 12.2.11.2 Products/Solutions/Services offered
    • 12.2.11.3 Recent developments
      • 12.2.11.3.1 Product launches and enhancements
      • 12.2.11.3.2 Deals
  • 12.2.12 SAP
  • 12.2.13 AWS
  • 12.2.14 HPE
  • 12.2.15 ORACLE
  • 12.2.16 SALESFORCE
  • 12.2.17 INTEL
  • 12.2.18 NVIDIA
  • 12.2.19 NETAPP
  • 12.2.20 DATAROBOT
  • 12.2.21 ENOVA INTERNATIONAL
  • 12.2.22 ALPHASENSE
  • 12.2.23 OCROLUS
  • 12.2.24 VECTRA AI
  • 12.2.25 TERADATA
  • 12.2.26 PEGA
  • 12.2.27 VENA SOLUTIONS
  • 12.2.28 AFFIRM
  • 12.2.29 SYMPHONYAI
  • 12.2.30 ENVESTNET | YODLEE
• 12.3 STARTUPS/SMES
  • 12.3.1 ADDEPTO
  • 12.3.2 DEEPER INSIGHTS
  • 12.3.3 H2O.AI
  • 12.3.4 APP0
  • 12.3.5 UNDERWRITE.AI
  • 12.3.6 DEEPGRAM
  • 12.3.7 EMAGIA
  • 12.3.8 INDATA LABS
  • 12.3.9 ZEST AI
  • 12.3.10 SCIENAPTIC AI
  • 12.3.11 GRADIENT AI
  • 12.3.12 KASISTO
  • 12.3.13 TRUMID
  • 12.3.14 DATAVISOR
  • 12.3.15 KAVOUT
  • 12.3.16 WEALTHBLOCK

13 ADJACENT AND RELATED MARKETS

• 13.1 INTRODUCTION
• 13.2 ARTIFICIAL INTELLIGENCE (AI) MARKET - GLOBAL FORECAST TO 2030
  • 13.2.1 MARKET DEFINITION
  • 13.2.2 MARKET OVERVIEW
    • 13.2.2.1 Artificial intelligence market, by offering
    • 13.2.2.2 Artificial intelligence market, by business function
    • 13.2.2.3 Artificial intelligence market, by technology
    • 13.2.2.4 Artificial intelligence market, by vertical
    • 13.2.2.5 Artificial intelligence market, by region
• 13.3 NLP IN FINANCE MARKET - GLOBAL FORECAST TO 2028
  • 13.3.1 MARKET DEFINITION
  • 13.3.2 MARKET OVERVIEW
    • 13.3.2.1 NLP in finance market, by offering
    • 13.3.2.2 NLP in finance market, by application
    • 13.3.2.3 NLP in finance market, by technology
    • 13.3.2.4 NLP in finance market, by vertical
    • 13.3.2.5 NLP in finance market, by region

14 APPENDIX

• 14.1 DISCUSSION GUIDE
• 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
• 14.3 CUSTOMIZATION OPTIONS
• 14.4 RELATED REPORTS
• 14.5 AUTHOR DETAILS

List of Tables

• TABLE 1 USD EXCHANGE RATES, 2019-2023
• TABLE 2 PRIMARY INTERVIEWS
• TABLE 3 FACTOR ANALYSIS
• TABLE 4 AI IN FINANCE MARKET SIZE AND GROWTH RATE, 2019-2023 (USD MILLION, Y-O-Y %)
• TABLE 5 AI IN FINANCE MARKET SIZE AND GROWTH RATE, 2024-2030 (USD MILLION, Y-O-Y %)
• TABLE 6 ROLE OF COMPANIES IN ECOSYSTEM
• TABLE 7 AI IN FINANCE MARKET: DETAILED LIST OF KEY CONFERENCES AND EVENTS, 2024-2025
• TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
• TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
• TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
• TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
• TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
• TABLE 13 PATENTS FILED, 2013-2024
• TABLE 14 AI IN FINANCE MARKET: LIST OF PATENTS GRANTED, 2023-2024
• TABLE 15 AVERAGE SELLING PRICE OF KEY PLAYERS FOR TOP 3 APPLICATIONS
• TABLE 16 AI IN FINANCE MARKET: INDICATIVE PRICING OF PRODUCT TYPES
• TABLE 17 IMPACT OF PORTER'S FIVE FORCES ON AI IN FINANCE MARKET
• TABLE 18 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 APPLICATIONS
• TABLE 19 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS
• TABLE 20 AI IN FINANCE MARKET, BY PRODUCT, 2019-2023 (USD MILLION)
• TABLE 21 AI IN FINANCE MARKET, BY PRODUCT, 2024-2030 (USD MILLION)
• TABLE 22 ERP & FINANCIAL SYSTEMS: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 23 ERP & FINANCIAL SYSTEMS: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 24 CHATBOTS & VIRTUAL ASSISTANTS: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 25 CHATBOTS & VIRTUAL ASSISTANTS: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 26 AUTOMATED RECONCILIATION SOLUTIONS: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 27 AUTOMATED RECONCILIATION SOLUTIONS: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 28 INTELLIGENT DOCUMENT PROCESSING: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 29 INTELLIGENT DOCUMENT PROCESSING: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 30 GOVERNANCE, RISK, AND COMPLIANCE (GRC) SOFTWARE: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 31 GOVERNANCE, RISK, AND COMPLIANCE (GRC) SOFTWARE: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 32 ACCOUNTS PAYABLE/RECEIVABLE AUTOMATION SOFTWARE: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 33 ACCOUNTS PAYABLE/RECEIVABLE AUTOMATION SOFTWARE: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 34 ROBO-ADVISORS: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 35 ROBO-ADVISORS: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 36 EXPENSE MANAGEMENT SYSTEMS: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 37 EXPENSE MANAGEMENT SYSTEMS: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 38 COMPLIANCE AUTOMATION PLATFORMS: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 39 COMPLIANCE AUTOMATION PLATFORMS: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 40 ALGORITHMIC TRADING PLATFORMS: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 41 ALGORITHMIC TRADING PLATFORMS: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 42 UNDERWRITING ENGINES/PLATFORMS: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 43 UNDERWRITING ENGINES/PLATFORMS: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 44 OTHER PRODUCT TYPES: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 45 OTHER PRODUCT TYPES: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 46 AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
• TABLE 47 AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
• TABLE 48 CLOUD: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 49 CLOUD: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 50 ON-PREMISES: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 51 ON-PREMISES: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 52 AI IN FINANCE MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
• TABLE 53 AI IN FINANCE MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 54 GENERATIVE AI: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 55 GENERATIVE AI: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 56 OTHER AI: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 57 OTHER AI: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 58 AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2019-2023 (USD MILLION)
• TABLE 59 AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2024-2030 (USD MILLION)
• TABLE 60 FRAUD DETECTION & PREVENTION: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 61 FRAUD DETECTION & PREVENTION: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 62 RISK MANAGEMENT: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 63 RISK MANAGEMENT: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 64 CUSTOMER SERVICE & ENGAGEMENT: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 65 CUSTOMER SERVICE & ENGAGEMENT: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 66 FINANCIAL COMPLIANCE & REGULATORY REPORTING: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 67 FINANCIAL COMPLIANCE & REGULATORY REPORTING: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 68 INVESTMENT & PORTFOLIO MANAGEMENT: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 69 INVESTMENT & PORTFOLIO MANAGEMENT: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 70 AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2019-2023 (USD MILLION)
• TABLE 71 AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2024-2030 (USD MILLION)
• TABLE 72 FINANCIAL PLANNING & FORECASTING: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 73 FINANCIAL PLANNING & FORECASTING: AI IN FINANCE MARKET BY REGION, 2024-2030 (USD MILLION)
• TABLE 74 AUTOMATED BOOKKEEPING & RECONCILIATION: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 75 AUTOMATED BOOKKEEPING & RECONCILIATION: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 76 PROCUREMENT & SUPPLY CHAIN FINANCE: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 77 PROCUREMENT & SUPPLY CHAIN FINANCE: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 78 REVENUE CYCLE MANAGEMENT: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 79 REVENUE CYCLE MANAGEMENT: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 80 AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 81 AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 82 FINANCE AS BUSINESS FUNCTIONS: AI IN FINANCE MARKET, BY TYPE, 2019-2023 (USD MILLION)
• TABLE 83 FINANCE AS BUSINESS FUNCTIONS: AI IN FINANCE MARKET, BY TYPE, 2024-2030 (USD MILLION)
• TABLE 84 FINANCE AS BUSINESS FUNCTIONS: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 85 FINANCE AS BUSINESS FUNCTIONS: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 86 GOVERNMENT & PUBLIC SECTOR: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 87 GOVERNMENT & PUBLIC SECTOR: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 88 RETAIL & E-COMMERCE: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 89 RETAIL & E-COMMERCE: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 90 REAL ESTATE: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 91 REAL ESTATE: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 92 MANUFACTURING: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 93 MANUFACTURING: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 94 TELECOM & MEDIA: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 95 TELECOM & MEDIA: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 96 HEALTHCARE & PHARMA: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 97 HEALTHCARE & PHARMA: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 98 UTILITIES: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 99 UTILITIES: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 100 EDUCATION: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 101 EDUCATION: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 102 TECHNOLOGY & SOFTWARE: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 103 TECHNOLOGY & SOFTWARE: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 104 OTHER END USERS: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 105 OTHER END USERS: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 106 FINANCE AS BUSINESS OPERATIONS: AI IN FINANCE MARKET, BY TYPE, 2019-2023 (USD MILLION)
• TABLE 107 FINANCE AS BUSINESS OPERATIONS: AI IN FINANCE MARKET, BY TYPE, 2024-2030 (USD MILLION)
• TABLE 108 FINANCE AS BUSINESS OPERATIONS: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 109 FINANCE AS BUSINESS OPERATIONS: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 110 BANKING: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 111 BANKING: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 112 INSURANCE: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 113 INSURANCE: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 114 INVESTMENT & ASSET MANAGEMENT: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 115 INVESTMENT & ASSET MANAGEMENT: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 116 FINTECH: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 117 FINTECH: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 118 CAPITAL MARKETS/REGTECH: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 119 CAPITAL MARKETS/REGTECH: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 120 AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 121 AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 122 NORTH AMERICA: AI IN FINANCE MARKET, BY PRODUCT, 2019-2023 (USD MILLION)
• TABLE 123 NORTH AMERICA: AI IN FINANCE MARKET, BY PRODUCT, 2024-2030 (USD MILLION)
• TABLE 124 NORTH AMERICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
• TABLE 125 NORTH AMERICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
• TABLE 126 NORTH AMERICA: AI IN FINANCE MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
• TABLE 127 NORTH AMERICA: AI IN FINANCE MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 128 NORTH AMERICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2019-2023 (USD MILLION)
• TABLE 129 NORTH AMERICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2024-2030 (USD MILLION)
• TABLE 130 NORTH AMERICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2019-2023 (USD MILLION)
• TABLE 131 NORTH AMERICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2024-2030 (USD MILLION)
• TABLE 132 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 133 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 134 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2019-2023 (USD MILLION)
• TABLE 135 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2024-2030 (USD MILLION)
• TABLE 136 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2019-2023 (USD MILLION)
• TABLE 137 NORTH AMERICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2024-2030 (USD MILLION)
• TABLE 138 NORTH AMERICA: AI IN FINANCE MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
• TABLE 139 NORTH AMERICA: AI IN FINANCE MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 140 US: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 141 US: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 142 CANADA: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 143 CANADA: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 144 EUROPE: AI IN FINANCE MARKET, BY PRODUCT, 2019-2023 (USD MILLION)
• TABLE 145 EUROPE: AI IN FINANCE MARKET, BY PRODUCT, 2024-2030 (USD MILLION)
• TABLE 146 EUROPE: AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
• TABLE 147 EUROPE: AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
• TABLE 148 EUROPE: AI IN FINANCE MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
• TABLE 149 EUROPE: AI IN FINANCE MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 150 EUROPE: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2019-2023 (USD MILLION)
• TABLE 151 EUROPE: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2024-2030 (USD MILLION)
• TABLE 152 EUROPE: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2019-2023 (USD MILLION)
• TABLE 153 EUROPE: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2024-2030 (USD MILLION)
• TABLE 154 EUROPE: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 155 EUROPE: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 156 EUROPE: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2019-2023 (USD MILLION)
• TABLE 157 EUROPE: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2024-2030 (USD MILLION)
• TABLE 158 EUROPE: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2019-2023 (USD MILLION)
• TABLE 159 EUROPE: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2024-2030 (USD MILLION)
• TABLE 160 EUROPE: AI IN FINANCE MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
• TABLE 161 EUROPE: AI IN FINANCE MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 162 UK: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 163 UK: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 164 GERMANY: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 165 GERMANY: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 166 FRANCE: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 167 FRANCE: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 168 ITALY: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 169 ITALY: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 170 SPAIN: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 171 SPAIN: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 172 REST OF EUROPE: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 173 REST OF EUROPE: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 174 ASIA PACIFIC: AI IN FINANCE MARKET, BY PRODUCT, 2019-2023 (USD MILLION)
• TABLE 175 ASIA PACIFIC: AI IN FINANCE MARKET, BY PRODUCT, 2024-2030 (USD MILLION)
• TABLE 176 ASIA PACIFIC: AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
• TABLE 177 ASIA PACIFIC: AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
• TABLE 178 ASIA PACIFIC: AI IN FINANCE MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
• TABLE 179 ASIA PACIFIC: AI IN FINANCE MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 180 ASIA PACIFIC: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2019-2023 (USD MILLION)
• TABLE 181 ASIA PACIFIC: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2024-2030 (USD MILLION)
• TABLE 182 ASIA PACIFIC: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2019-2023 (USD MILLION)
• TABLE 183 ASIA PACIFIC: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2024-2030 (USD MILLION)
• TABLE 184 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 185 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 186 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2019-2023 (USD MILLION)
• TABLE 187 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2024-2030 (USD MILLION)
• TABLE 188 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2019-2023 (USD MILLION)
• TABLE 189 ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2024-2030 (USD MILLION)
• TABLE 190 ASIA PACIFIC: AI IN FINANCE MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
• TABLE 191 ASIA PACIFIC: AI IN FINANCE MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 192 CHINA: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 193 CHINA: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 194 JAPAN: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 195 JAPAN: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 196 INDIA: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 197 INDIA: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 198 SOUTH KOREA: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 199 SOUTH KOREA: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 200 AUSTRALIA & NEW ZEALAND: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 201 AUSTRALIA & NEW ZEALAND: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 202 ASEAN: AI IN FINANCE MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
• TABLE 203 ASEAN: AI IN FINANCE MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 204 ASEAN: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 205 ASEAN: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 206 REST OF ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 207 REST OF ASIA PACIFIC: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 208 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY PRODUCT, 2019-2023 (USD MILLION)
• TABLE 209 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY PRODUCT, 2024-2030 (USD MILLION)
• TABLE 210 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
• TABLE 211 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
• TABLE 212 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
• TABLE 213 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 214 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2019-2023 (USD MILLION)
• TABLE 215 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2024-2030 (USD MILLION)
• TABLE 216 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2019-2023 (USD MILLION)
• TABLE 217 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2024-2030 (USD MILLION)
• TABLE 218 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 219 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 220 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2019-2023 (USD MILLION)
• TABLE 221 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2024-2030 (USD MILLION)
• TABLE 222 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2019-2023 (USD MILLION)
• TABLE 223 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2024-2030 (USD MILLION)
• TABLE 224 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
• TABLE 225 MIDDLE EAST & AFRICA: AI IN FINANCE MARKET, BY REGION, 2024-2030 (USD MILLION)
• TABLE 226 MIDDLE EAST: AI IN FINANCE MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
• TABLE 227 MIDDLE EAST: AI IN FINANCE MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 228 KSA: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 229 KSA: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 230 UAE: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 231 UAE: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 232 KUWAIT: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 233 KUWAIT: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 234 BAHRAIN: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 235 BAHRAIN: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 236 AFRICA: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 237 AFRICA: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 238 LATIN AMERICA: AI IN FINANCE MARKET, BY PRODUCT, 2019-2023 (USD MILLION)
• TABLE 239 LATIN AMERICA: AI IN FINANCE MARKET, BY PRODUCT, 2024-2030 (USD MILLION)
• TABLE 240 LATIN AMERICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
• TABLE 241 LATIN AMERICA: AI IN FINANCE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
• TABLE 242 LATIN AMERICA: AI IN FINANCE MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
• TABLE 243 LATIN AMERICA: AI IN FINANCE MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 244 LATIN AMERICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2019-2023 (USD MILLION)
• TABLE 245 LATIN AMERICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS OPERATIONS), 2024-2030 (USD MILLION)
• TABLE 246 LATIN AMERICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2019-2023 (USD MILLION)
• TABLE 247 LATIN AMERICA: AI IN FINANCE MARKET, BY APPLICATION (FINANCE AS BUSINESS FUNCTIONS), 2024-2030 (USD MILLION)
• TABLE 248 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 249 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 250 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2019-2023 (USD MILLION)
• TABLE 251 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS FUNCTIONS), 2024-2030 (USD MILLION)
• TABLE 252 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2019-2023 (USD MILLION)
• TABLE 253 LATIN AMERICA: AI IN FINANCE MARKET, BY END USER (FINANCE AS BUSINESS OPERATIONS), 2024-2030 (USD MILLION)
• TABLE 254 LATIN AMERICA: AI IN FINANCE MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
• TABLE 255 LATIN AMERICA: AI IN FINANCE MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 256 BRAZIL: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 257 BRAZIL: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 258 MEXICO: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 259 MEXICO: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 260 ARGENTINA: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 261 ARGENTINA: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 262 REST OF LATIN AMERICA: AI IN FINANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
• TABLE 263 REST OF LATIN AMERICA: AI IN FINANCE MARKET, BY END USER, 2024-2030 (USD MILLION)
• TABLE 264 AI IN FINANCE MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY VENDORS, 2020-2024
• TABLE 265 AI IN FINANCE MARKET (FINANCE AS BUSINESS FUNCTIONS): DEGREE OF COMPETITION, 2023
• TABLE 266 AI IN FINANCE MARKET (FINANCE AS BUSINESS OPERATIONS): DEGREE OF COMPETITION, 2023
• TABLE 267 AI IN FINANCE MARKET: REGION FOOTPRINT
• TABLE 268 AI IN FINANCE MARKET: PRODUCT FOOTPRINT
• TABLE 269 AI IN FINANCE MARKET: APPLICATION FOOTPRINT (BUSINESS OPERATIONS)
• TABLE 270 AI IN FINANCE MARKET: END USER FOOTPRINT (BUSINESS OPERATIONS)
• TABLE 271 AI IN FINANCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES
• TABLE 272 AI IN FINANCE MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES
• TABLE 273 AI IN FINANCE MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2021-OCTOBER 2024
• TABLE 274 AI IN FINANCE MARKET: DEALS, JANUARY 2021-OCTOBER 2024
• TABLE 275 FIS: COMPANY OVERVIEW
• TABLE 276 FIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 277 FIS: PRODUCT LAUNCHES AND ENHANCEMENTS
• TABLE 278 FIS: DEALS
• TABLE 279 FISERV: COMPANY OVERVIEW
• TABLE 280 FISERV: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 281 FISERV: PRODUCT LAUNCHES AND ENHANCEMENTS
• TABLE 282 FISERV: DEALS
• TABLE 283 GOOGLE: COMPANY OVERVIEW
• TABLE 284 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 285 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
• TABLE 286 GOOGLE: DEALS
• TABLE 287 MICROSOFT: COMPANY OVERVIEW
• TABLE 288 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 289 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
• TABLE 290 MICROSOFT: DEALS
• TABLE 291 ZOHO: COMPANY OVERVIEW
• TABLE 292 ZOHO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 293 ZOHO: PRODUCT LAUNCHES AND ENHANCEMENTS
• TABLE 294 ZOHO: DEALS
• TABLE 295 IBM: COMPANY OVERVIEW
• TABLE 296 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 297 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
• TABLE 298 IBM: DEALS
• TABLE 299 SOCURE: COMPANY OVERVIEW
• TABLE 300 SOCURE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 301 SOCURE: DEALS
• TABLE 302 SOCURE: EXPANSIONS
• TABLE 303 WORKIVA: COMPANY OVERVIEW
• TABLE 304 WORKIVA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 305 WORKIVA: DEALS
• TABLE 306 WORKIVA: EXPANSIONS
• TABLE 307 PLAID: COMPANY OVERVIEW
• TABLE 308 PLAID: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 309 PLAID: DEALS
• TABLE 310 C3 AI: COMPANY OVERVIEW
• TABLE 311 C3 AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 312 C3 AI: DEALS
• TABLE 313 HIGHRADIUS: COMPANY OVERVIEW
• TABLE 314 HIGHRADIUS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 315 HIGHRADIUS: PRODUCT LAUNCHES AND ENHANCEMENTS
• TABLE 316 HIGHRADIUS: DEALS
• TABLE 317 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019-2023 (USD BILLION)
• TABLE 318 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024-2030 (USD BILLION)
• TABLE 319 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD BILLION)
• TABLE 320 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024-2030 (USD BILLION)
• TABLE 321 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2019-2023 (USD BILLION)
• TABLE 322 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2024-2030 (USD BILLION)
• TABLE 323 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2019-2023 (USD BILLION)
• TABLE 324 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2024-2030 (USD BILLION)
• TABLE 325 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD BILLION)
• TABLE 326 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD BILLION)
• TABLE 327 NLP IN FINANCE MARKET, BY OFFERING, 2019-2022 (USD MILLION)
• TABLE 328 NLP IN FINANCE MARKET, BY OFFERING, 2023-2028 (USD MILLION)
• TABLE 329 NLP IN FINANCE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
• TABLE 330 NLP IN FINANCE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
• TABLE 331 NLP IN FINANCE MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION)
• TABLE 332 NLP IN FINANCE MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
• TABLE 333 NLP IN FINANCE MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
• TABLE 334 NLP IN FINANCE MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
• TABLE 335 NLP IN FINANCE MARKET, BY REGION, 2019-2022 (USD MILLION)
• TABLE 336 NLP IN FINANCE MARKET, BY REGION, 2023-2028 (USD MILLION)

List of Figures

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