フィンテックにおける人工知能市場:2027 年までの世界分析と成長予測

出版:BCC Research(BCCリサーチ) 出版年月:2022年11月

Artificial Intelligence in Fintech Market: Global Analysis and Growth Forecast to 2027
フィンテックにおける人工知能市場:2027 年までの世界分析と成長予測

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Report Highlights

The global artificial intelligence (AI) in fintech market should reach $42.0 billion by 2027 from $14.7 billion in 2022 at a compound annual growth rate (CAGR) of 23.4% for the forecast period of 2022 to 2027.

Summary:

The adoption of AI systems and techniques in finance is growing rapidly, enabled by the abundance of available data and the increased affordability of computing capacity. AI is increasingly deployed by financial services providers across the financial industry in sectors such as retail and corporate banking, fraudmonitoring and detection, natural language processing (NLP), customer service, asset management, trading and insurance. AI is also being deployed in supervisory technology (Suptech) and regulatory technology (Regtech) applications by financial authorities and public sector firms.

The deployment of AI techniques in finance can create efficiencies by minimizing commissions and fees related to transaction execution and by improving productivity levels, leading to higher profitability. Furthermore, the use of automation and technology-enabled cost reduction allows for spending effectiveness, capacity reallocation and improved transparency in decision-making. Applications of AI in financial services accelerate the quality of services and products offered to financial customers, increase the personalization of products, and diversify product offerings. AI helps businesses unlock the potential data insights needed to identify investment strategies and enhance financial inclusions by allowing organizations to analyze the creditworthiness of clientswith minimal credit history.

In addition, technological advances such as combining financial technology solutionswithML, big data, evolutionary algorithms and neural networkswill also aid market growth. These technologies offer enhanced supervising of financial transactions, speech recognition, riskmanagement and secured network access to financial institutions and banks.

Report Scope:

The scope of the report includes the global market of commercially deployed AI solutions and services in the financial industry.

– AI-based products that are in the pilot phase or are live for demonstration purposes have not been considered in the calculation of the overall market size.
– The market size includes the market for AI in terms of fintech components, deployment, application and organization size.
– The final market estimates and forecasts from industry experts are also aligned with the size of the global market in the report.
– AI-based software, solutions and services are not considered in the report.

Report Includes:

– 47 data tables and 24 additional tables
– A comprehensive overview and up-to-date analysis of the current and future global markets for artificial intelligence (AI) in the financial services industry
– Analyses of the global market trends, with market revenue data for 2021, estimates for 2022, 2023 and 2025, and projections of compound annual growth rates (CAGRs) through 2027
– Global market outlook and estimation of the actual market size for AI in Fintech, revenue forecast, and corresponding market share analysis based on component, deployment, application, and region
– Assessment of the key growth driving factors and constraints that will shape the market for AI in financial services, as the basis for projecting demand over the next five years (2022-2027)
– Identification of the companies best positioned to meet this demand owing to or in conjunction with their proprietary technologies, product launches, M&A deals, and other market strategic advantages
– Coverage of the technological, economic, and business considerations of the AI in Fintech market, with analyses and growth forecasts through 2027
– Analysis of the vendor landscape and the global company share analysis of the companies based on their segmental revenues
– Descriptive company profiles of the leading global players, including Affirm Inc., IBM Corp., Microsoft Corp. and Salesforce.com Inc.


目次

Table of Contents
Chapter 1 Introduction
1.1 Study Goals and Objectives
1.2 Reasons for Doing the Study
1.3 Scope of Report
1.4 Intended Audience
1.5 Information Sources
1.6 Research Methodology
1.7 Geographic Breakdown
1.8 Analyst’s Credentials
1.9 BCC Custom Research
1.10 Related BCC Research Reports
Chapter 2 Executive Summary and Highlights
Chapter 3 Industry Outlook
3.1 Market Overview
3.2 Value Chain Analysis
3.2.1 Front Line
3.2.2 Front Office
3.2.3 Back Office
3.3 PEST Analysis
3.4 Porter’s Five Forces Analysis
3.4.1 Bargaining Power of Buyers
3.4.2 Bargaining Power of Suppliers
3.4.3 Threat from Substitutes
3.4.4 Threat from New Entrants
3.4.5 Competitive Rivalry
3.5 AI in Fintech Market—Use Cases
3.6 Major Investments in Fintech Companies
3.6.1 Investments and Fundings in Fintech
3.6.2 Top Fintech Investments Across Regions in 2021 Q3 and Q4
3.7 Regulatory Landscape
3.7.1 Requirement of Specific Regulatory Lens by AI/ML
3.7.2 Emergence of Common Themes by Regulators
3.7.3 Future Expectations
3.8 Assessment of COVID-19’s Market Impact
Chapter 4 Market Dynamics
4.1 Market Drivers
4.1.1 Safeguarding Customer Accounts Against Cyber Attacks and Banking Fraud
4.1.2 Increasing Digitization of the BFSI Industry
4.1.3 Demand for RPA in Financial Institutions
4.2 Market Challenges
4.2.1 Data Confidentiality and Privacy Concerns
4.2.2 Need for Skilled Workforce to Deploy AI in Fintech
4.2.3 Increasing Competition in the Finance Sector
4.3 Market Opportunities
4.3.1 Increasing Mobile Workforce
4.3.2 Increasing Use of AI-Enabled Solutions in the Capital Market
Chapter 5 Market Breakdown by Component
5.1 Overview
5.2 Solutions
5.2.1 Software Tools
5.2.2 Data Visualization
5.2.3 Data Governance and Data Quality
5.3 Services
5.3.1 Managed Services
5.3.2 Professional Services
Chapter 6 Market Breakdown by Deployment
6.1 Overview
6.2 Cloud
6.3 On-premise
Chapter 7 Market Breakdown by Application
7.1 Overview
7.2 Virtual Assistant
7.3 Business Analytics and Reporting
7.4 Customer Behavioral Analytics
7.5 Fraud Detection
7.6 Quantitative and Asset Management
7.7 Other Applications
7.7.1 Credit Scoring
7.7.2 Chatbots
7.7.3 Predictive Analytics
Chapter 8 Market Breakdown by Region
8.1 Overview
8.2 North America
8.3 Europe
8.4 Asia-Pacific
8.5 Latin America
8.6 Middle East and Africa
Chapter 9 Competitive Landscape
9.1 Vendor Landscape
9.2 Market Ranking Analysis
9.3 Competitive Scenario
Chapter 10 Company Profiles
AFFIRM INC.
ALPHABET INC.
AMELIA US LLC
COMPLYADVANTAGE
IBM CORP.
INTEL CORP.
MICROSOFT CORP.
ONFIDO
SALESFORCE.COM INC.
UPSTART NETWORK INC.
VERINT SYSTEMS INC.
Other Notable Vendors
ACTIVE.AI
BETTERMENT
DATAMINR
NUANCE COMMUNICATIONS INC.
RIPPLE
SIFT
TIBCO SOFTWARE INC.
WEALTHFRONT CORP.

List of Tables
Summary Table : Global Market for AI in Fintech, by Application, Through 2027
Table 1 : PEST Analysis
Table 2 : Global Market for AI in Fintech – Use Cases
Table 3 : Top Investments in Fintech in North America
Table 4 : Top Fintech Investments in Europe
Table 5 : Top Fintech Investments in Asia-Pacific
Table 6 : Automation of Business Areas of Financial Services Institutions
Table 7 : Global Market for AI in Fintech, by Component, Through 2027
Table 8 : Global Market for AI in Fintech, by Solution, Through 2027
Table 9 : Global Market for AI in Fintech Market, by Service, Through 2027
Table 10 : Global Market for AI in Fintech, by Deployment, Through 2027
Table 11 : Global Market for AI in Fintech, by Application, Through 2027
Table 12 : Global Market for AI in Fintech, by Region, Through 2027
Table 13 : North American Market for AI in Fintech, by Country, Through 2027
Table 14 : North American Market for AI in Fintech, by Component, Through 2027
Table 15 : North American Market for AI in Fintech, by Solution, Through 2027
Table 16 : North American Market for AI in Fintech, by Service, Through 2027
Table 17 : North American Market for AI in Fintech, by Deployment, Through 2027
Table 18 : North American Market for AI in Fintech, by Application, Through 2027
Table 19 : European Market for AI in Fintech Market, by Country, Through 2027
Table 20 : European Market for AI in Fintech, by Component, Through 2027
Table 21 : European Market for AI in Fintech, by Solution, Through 2027
Table 22 : European Market for AI in Fintech, by Service, Through 2027
Table 23 : European Market for AI in Fintech, by Deployment, Through 2027
Table 24 : European Market for AI in Fintech, by Application, Through 2027
Table 25 : Asia-Pacific Market for AI in Fintech, by Country, Through 2027
Table 26 : Asia-Pacific Market for AI in Fintech, by Component, Through 2027
Table 27 : Asia-Pacific Market for AI in Fintech, by Solution, Through 2027
Table 28 : Asia-Pacific Market for AI in Fintech, by Service, Through 2027
Table 29 : Asia-Pacific Market for AI in Fintech, by Deployment, Through 2027
Table 30 : Asia-Pacific Market for AI in Fintech, by Application, Through 2027
Table 31 : Latin American Market for AI in Fintech, by Country, Through 2027
Table 32 : Latin American Market for AI in Fintech, by Component, Through 2027
Table 33 : Latin American Market for AI in Fintech, by Solution, Through 2027
Table 34 : Latin American Market for AI in Fintech, by Service, Through 2027
Table 35 : Latin American Market for AI in Fintech, by Deployment, Through 2027
Table 36 : Latin American Market for AI in Fintech, by Application, Through 2027
Table 37 : Middle Eastern/African Market for AI in Fintech, by Component, Through 2027
Table 38 : Middle Eastern/African Market for AI in Fintech, by Solution, Through 2027
Table 39 : Middle Eastern/African Market for AI in Fintech, by Service, Through 2027
Table 40 : Middle Eastern/African Market for AI in Fintech, by Deployment, Through 2027
Table 41 : Middle Eastern/African Market for AI in Fintech, by Application, Through 2027
Table 42 : Landscape of Vendors in the Global Market for AI in Fintech
Table 43 : Top Five Players in the Global Market for AI in Fintech, 2021
Table 44 : Competitive Scenario for Global Market for AI in Fintech, 2019-2022
Table 45 : Affirm Inc.: Product Benchmarking
Table 46 : Affirm Inc.: Financial Overview, 2019-2021
Table 47 : Alphabet Inc.: Product Benchmarking
Table 48 : Alphabet Inc.: Financial Overview, 2019-2021
Table 49 : Alphabet Inc.: Recent Developments, 2022
Table 50 : Amelia US LLC: Product Benchmarking
Table 51 : ComplyAdvantage: Product Benchmarking
Table 52 : ComplyAdvantage: Recent Developments, 2022
Table 53 : IBM Corp.: Product Benchmarking
Table 54 : IBM Corp.: Financial Overview, 2019-2021
Table 55 : IBM Corp.: Recent Developments, 2021 and 2022
Table 56 : Intel Corp.: Product Benchmarking
Table 57 : Intel Corp.: Financial Overview, 2019-2021
Table 58 : Microsoft Corp.: Product Benchmarking
Table 59 : Microsoft Corp.: Financial Overview, 2019-2021
Table 60 : Microsoft Corp.: Recent Developments, 2021 and 2022
Table 61 : Onfido: Product Benchmarking
Table 62 : Onfido: Recent Developments, 2020-2022
Table 63 : Salesforce.com Inc.: Product Benchmarking
Table 64 : Salesforce.com Inc.: Financial Overview, 2019-2021
Table 65 : Salesforce.com Inc.: Recent Developments, 2022
Table 66 : Upstart Network Inc.: Product Benchmarking
Table 67 : Upstart Holdings Inc.: Financial Overview, 2019-2021
Table 68 : Upstart Network Inc.: Recent Developments, 2021-2022
Table 69 : Verint Systems Inc.: Product Benchmarking
Table 70 : Verint Systems Inc.: Financial Overview, 2019-2021

List of Figures
Summary Figure : Share of Global Market for AI in Fintech, by Application, 2021
Figure 1 : Value Chain Analysis
Figure 2 : Porter’s Five Forces Analysis
Figure 3 : Trends in Global Market for AI in Fintech
Figure 4 : Share of Global Market for AI in Fintech, by Component, 2021
Figure 5 : Share of Global Market for AI in Fintech, by Solution, 2021
Figure 6 : Share of Global Market for AI in Fintech, by Service, 2021
Figure 7 : Global AI in Fintech Market Share, by Deployment, 2021
Figure 8 : Share of Global Market for AI in Fintech, by Application, 2021
Figure 9 : Share of Global Market for AI in Fintech, by Region, 2021
Figure 10 : Share of North American Market for AI in Fintech, by Country, 2021
Figure 11 : Share of North American Market for AI in Fintech, by Component, 2021
Figure 12 : Share of North American Market for AI in Fintech, by Solution, 2021
Figure 13 : Share of North American Market for AI in Fintech, by Service, 2021
Figure 14 : Share of North American Market for AI in Fintech, by Deployment, 2021
Figure 15 : Share of North American Market for AI in Fintech, by Application, 2021
Figure 16 : Share of European Market for AI in Fintech, by Country, 2021
Figure 17 : Share of European Market for AI in Fintech, by Component, 2021
Figure 18 : Share of European Market for AI in Fintech, by Solution, 2021
Figure 19 : Share of European Market for AI in Fintech, by Service, 2021
Figure 20 : Share of European Market for AI in Fintech, by Deployment, 2021
Figure 21 : Share of European Market for AI in Fintech, by Application, 2021
Figure 22 : Share of Asia-Pacific Market for AI in Fintech, by Country, 2021
Figure 23 : Share of Asia-Pacific Market for AI in Fintech, by Component, 2021
Figure 24 : Share of Asia-Pacific Market for AI in Fintech, by Component, 2021
Figure 25 : Share of Asia-Pacific Market for AI in Fintech, by Service, 2021
Figure 26 : Share of Asia-Pacific Market for AI in Fintech, by Deployment, 2021
Figure 27 : Share of Asia-Pacific Market for AI in Fintech, by Application, 2021
Figure 28 : Share of Latin American Market for AI in Fintech, by Country, 2021
Figure 29 : Share of Latin American Market for AI in Fintech, by Component, 2021
Figure 30 : Share of Latin American Market for AI in Fintech, by Solutions, 2021
Figure 31 : Share of Latin American Market for AI in Fintech, by Service, 2021
Figure 32 : Share of Latin American Market for AI in Fintech, by Deployment, 2021
Figure 33 : Share of Latin American Market for AI in Fintech, by Application, 2021
Figure 34 : Share of Middle Eastern/African Market for AI in Fintech, by Component, 2021
Figure 35 : Share of Middle Eastern/African Market for AI in Fintech, by Solution, 2021
Figure 36 : Share of Middle Eastern/African Market for AI in Fintech, by Service, 2021
Figure 37 : Share of Middle Eastern/African Market for AI in Fintech, by Deployment, 2021
Figure 38 : Share of Middle Eastern/African Market for AI in Fintech, by Application, 2021
Figure 39 : Strategies Used in the Global Market for AI in Fintech, 2020-2022*
Figure 40 : Affirm Inc.: Revenue Share, by Country, 2021
Figure 41 : Alphabet Inc.: Revenue Share, by Business Segment, 2021
Figure 42 : Alphabet Inc.: Revenue Share, by Region/Country, 2021
Figure 43 : IBM: Revenue Share, by Business Segment, 2021
Figure 44 : IBM: Revenue Share, by Region, 2021
Figure 45 : Intel Corp.: Revenue Share, by Business Segment, 2021
Figure 46 : Intel Corp.: Revenue Share, by Region/Country, 2021
Figure 47 : Microsoft Corp.: Revenue Share, by Business Segment, 2021
Figure 48 : Microsoft Corp.: Revenue Share, by Region/Country, 2021
Figure 49 : Salesforce.com Inc.: Revenue Share, by Business Segment, 2021
Figure 50 : Salesforce.com Inc.: Revenue Share, by Region, 2021
Figure 51 : Verint Systems Inc.: Revenue Share, by Business Segment, 2021
Figure 52 : Verint Systems Inc.: Revenue Share, by Region, 2021


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