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

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

2.1 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

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

5.1 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

6.1 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

7.1 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

8.1 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

9.1 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

10.1 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

11.1 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

12.1 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 Analyst's 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 Analyst's 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 Analyst's 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 Analyst's 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 Analyst's 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

13.1 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

14.1 Discussion Guide
14.2 Knowledgestore: The Subscription Portal
14.3 Customization Options

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)

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