2023-2030 年 BFSI 市場的全球人工智慧與進階機器學習

BFSI 市場的全球人工智慧和進階機器學習預計在預測期內將以 50.5% 的CAGR成長。 BFSI 服務中人工智慧和機器學習技術的持續發展預計將增加金融機構的收入，同時降低成本。全球 BFSI 擴大採用人工智慧和進階機器學習，這是推動全球 BFSI 市場人工智慧和進階機器學習成長的關鍵因素。隨著美國銀行、摩根大通和摩根士丹利等知名公司大力投資機器學習技術開發自動化投資顧問，投資銀行業的顛覆非常明顯。

先進的機器學習驅動的解決方案使金融公司能夠透過智慧流程自動化自動執行重複性任務，從而完全取代手動工作，從而提高業務生產力。聊天機器人、文書工作自動化和員工培訓遊戲化是使用機器學習實現金融流程自動化的一些關鍵實例。這使得金融公司能夠改善客戶體驗、降低成本並擴大服務規模。

目錄

第 1 章：報告摘要

• 目前行業分析及成長潛力展望
• 研究方法和工具
• 市場區隔
  • 按細分
  • 按地區

第 2 章：市場概述與見解

• 報告範圍
• 分析師見解和當前市場趨勢
  • 主要發現
  • 建議
  • 結論

第 3 章：競爭格局

• 主要公司分析
• Amazon Web Services, Inc.
  • 概述
  • 財務分析
  • SWOT分析
  • 最近的發展
• Cisco System Inc.
  • 概述
  • 財務分析
  • SWOT分析
  • 最近的發展
• IBM Corp.
  • 概述
  • 財務分析
  • SWOT分析
  • 最近的發展
• Microsoft Corp.
  • 概述
  • 財務分析
  • SWOT分析
  • 最近的發展
• SAP SE
  • 概述
  • 財務分析
  • SWOT分析
  • 最近的發展
• 關鍵策略分析

第 4 章：市場細分

• BFSI 市場中的全球人工智慧和進階機器學習（按組成部分）
  • 解決方案
  • 服務
• BFSI 市場中的全球人工智慧和進階機器學習（按部署模型）
  • 本地部署
  • 基於雲端的
• BFSI 市場中的全球人工智慧和進階機器學習（按應用）
  • 聊天機器人
  • 信用評分
  • 量化與資產管理
  • 詐欺識別
  • 其他（數位協助、銷售與行銷、客戶細分）

第 5 章：區域分析

• 北美洲
  • 美國
  • 加拿大
• 歐洲
  • 英國
  • 德國
  • 義大利
  • 西班牙
  • 法國
  • 歐洲其他地區
• 亞太
  • 中國
  • 印度
  • 日本
  • 韓國
  • 亞太其他地區
• 世界其他地區

第 6 章：公司簡介

• Active.Ai
• Amazon Web Services Inc.
• Betterment Holdings
• ComplyAdvantage.com
• Data Minr Inc.
• Intel Corp.
• IPsoft Inc.
• Narrative Science
• Next IT Corp.
• Onfido
• Pefin Holdings LLC
• Ripple Labs Inc.
• SAS Institute Inc.
• Sift Science Inc.
• TIBCO Software (Alpine Data Labs)
• Trifacta Software Inc.
• WealthFront Inc.
• Zeitgold

Title: Global Artificial Intelligence (AI) & Advanced Machine Learning (ML) in BFSI Market Size, Share & Trends Analysis Report by Type (Solution and Services), by Deployment (Cloud and On-Premises), and by Application (Chatbots, Credit Scoring, Quantitative and Asset Management, Fraud Detection, and Others),Forecast Period (2023-2030).

The global AI & advanced ML in BFSI market is anticipated to grow at an exponential CAGR of 50.5% during the forecast period. The ongoing development of AI & ML technologies within BFSI services is anticipated to boost the revenue of financial institution while lowering cost. The growing adoption of AI & advanced ML in BFSIs across the globe is a key factor driving the growth of the global AI & advanced ML in BFSI market. With renowned firms such as Bank of America, JPMorgan, and Morgan Stanley investing heavily in ML technologies to develop automated investment advisors, the disruption in the investment banking industry is quite evident.

Advanced machine learning powered solutions allow finance companies to completely replace manual work by automating repetitive tasks through intelligent process automation for enhanced business productivity. Chatbots, paperwork automation, and employee training gamification are some of the key instances of process automation in finance using machine learning. This enables finance companies to improve their customer experience, reduce costs, and scale up their services.

Data security in banking & finance is a critically important area. With all the information available online, organizations find it increasingly challenging to keep all the usernames, passwords, and security questions safe. Adyen, Payoneer, PayPal, Stripe, and Skrill happen to some of the companies that have invested heavily in security machine learning. The growing investment in advanced ML in banking sector is driving the growth of the global AI & advanced ML in BFSI market.

Segmental Outlook

The global AI & advanced ML in BFSI market is segmented based on component, deployment model, and application. Based on component, the market is segmented into solution and services. Based on deployment model, the market is sub-segmented into on-premises and cloud-based. Based on application, the market is segmented into chatbots, credit scoring, quantitative and asset management, fraud detection, and others.

Fraud Detection Segment to Exhibit Highest Growth Around the Global

According to a new poll conducted by Certified Fraud Examiners (ACFE) and analytics pioneer SAS in 2022, the use of Artificial Intelligence (AI) and Machine Learning (ML) for fraud detection increased internationally. According to the poll, 13.0% of organizations employ artificial intelligence (AI) and ML to detect and deter fraud, with another 25.0% planning to do so in the next year or two, representing roughly 200.0% growth. According to the poll, fraud examiners identified this and other anti-fraud tech developments in a cross-industry that are extensively spreading. In 2022, the RBI reported around 9,103 bank frauds incidents in India. The presence of large number of bank frauds across the region create scope for the AI & ML providers to develop new solutions or tools to cater the wide range of customer needs.

Regional Outlook

The global AI & advanced ML in BFSI market is further segmented based on geography, including North America (the US and Canada), Europe (Italy, Spain, Germany, France, and others), Asia-Pacific (India, China, Japan, South Korea, and others), and the Rest of the World (the Middle East & Africa and Latin America). Among these, Asia-Pacific is estimated to be the fastest-growing region owing to the growing adoption of AI & ML in banks of emerging economies of the region such as India & China. In August 2023, the central bank (RBI) selected McKinsey and Company India LLP and Accenture Solutions Pvt Ltd India to develop systems that use AI and ML for supervisory functions.

The North America Region held Considerable Share in the Global AI & Advanced ML in BFSI Market

North America held a considerable share in the global AI & advanced ML in BFSI market. In North America, the US held a major market share in the regional market. High adoption rate of smart technologies, presence of wide and maintained IT infrastructure along with key market players are the key contributors to the high share of the regional market. For instance, in May 2023, JPMorgan Chase & Co. announced that it is developing a ChatGPT-like software service that leans on a disruptive form of AIto select investments for customers. The company also applied to trademark a product called IndexGPT earlier this month. It is an AI program to select financial securities.

Market Players Outlook

The major companies serving the global AI & advanced ML in BFSI market include: Amazon Web Services, Inc., Cisco Systems Inc., IBM Corp., Microsoft Corp., and SAP SE among others. The market players are considerably contributing to the market growth by the adoption of various strategies, including mergers and acquisitions, partnerships, collaborations, funding, and new product launches, to stay competitive in the market.

For instance, in March 2022, Shift Technology, a provider of AI-driven decision automation and optimization solutions for the global insurance industry, and Duck Creek Technologies, a global technology solutions provider to the property and casualty (P&C) insurance industry have entered a solution partnership to bring AI-enabled fraud detection capabilities to market. Once fully integrated, insurers taking advantage of Duck Creek Claims will have real-time fraud alerts delivered directly to the claim's management software environment.

The Report Covers:

• Market value data analysis of 2022 and forecast to 2030.
• Annualized market revenues ($ million) for each market segment.
• Country-wise analysis of major geographical regions.
• Key companies operating in the global AI & advanced ML in BFSI market. Based on the availability of data, information related to new product launches, and relevant news is also available in the report.
• Analysis of business strategies by identifying the key market segments positioned for strong growth in the future.
• Analysis of market-entry and market expansion strategies.
• Competitive strategies by identifying 'who-stands-where' in the market.

Table of Contents

1. Report Summary

• Current Industry Analysis and Growth Potential Outlook
• 1.1. Research Methods and Tools
• 1.2. Market Breakdown
  • 1.2.1. By Segments
  • 1.2.2. By Region

2. Market Overview and Insights

• 2.1. Scope of the Report
• 2.2. Analyst Insight & Current Market Trends
  • 2.2.1. Key Findings
  • 2.2.2. Recommendations
  • 2.2.3. Conclusion

3. Competitive Landscape

• 3.1. Key Company Analysis
• 3.2. Amazon Web Services, Inc.
  • 3.2.1. Overview
  • 3.2.2. Financial Analysis
  • 3.2.3. SWOT Analysis
  • 3.2.4. Recent Developments
• 3.3. Cisco System Inc.
  • 3.3.1. Overview
  • 3.3.2. Financial Analysis
  • 3.3.3. SWOT Analysis
  • 3.3.4. Recent Developments
• 3.4. IBM Corp.
  • 3.4.1. Overview
  • 3.4.2. Financial Analysis
  • 3.4.3. SWOT Analysis
  • 3.4.4. Recent Developments
• 3.5. Microsoft Corp.
  • 3.5.1. Overview
  • 3.5.2. Financial Analysis
  • 3.5.3. SWOT Analysis
  • 3.5.4. Recent Developments
• 3.6. SAP SE
  • 3.6.1. Overview
  • 3.6.2. Financial Analysis
  • 3.6.3. SWOT Analysis
  • 3.6.4. Recent Developments
• 3.7. Key Strategy Analysis

4. Market Segmentation

• 4.1. Global AI & Advanced Machine Learning in BFSI Market by Component
  • 4.1.1. Solution
  • 4.1.2. Services
• 4.2. Global AI & Advanced Machine Learning in BFSI Market by Deployment Model
  • 4.2.1. On-Premises
  • 4.2.2. Cloud-Based
• 4.3. Global AI & Advanced Machine Learning in BFSI Market by Application
  • 4.3.1. Chatbots
  • 4.3.2. Credit Scoring
  • 4.3.3. Quantitative & Asset Management
  • 4.3.4. Fraud Detection
  • 4.3.5. Others (Digital Assistance, Sales & Marketing, Customer Segmentation)

5. Regional Analysis

• 5.1. North America
  • 5.1.1. United States
  • 5.1.2. Canada
• 5.2. Europe
  • 5.2.1. UK
  • 5.2.2. Germany
  • 5.2.3. Italy
  • 5.2.4. Spain
  • 5.2.5. France
  • 5.2.6. Rest of Europe
• 5.3. Asia-Pacific
  • 5.3.1. China
  • 5.3.2. India
  • 5.3.3. Japan
  • 5.3.4. South Korea
  • 5.3.5. Rest of Asia-Pacific
• 5.4. Rest of the World

6. Company Profiles

• 6.1. Active.Ai
• 6.2. Amazon Web Services Inc.
• 6.3. Betterment Holdings
• 6.4. ComplyAdvantage.com
• 6.5. Data Minr Inc.
• 6.6. Intel Corp.
• 6.7. IPsoft Inc.
• 6.8. Narrative Science
• 6.9. Next IT Corp.
• 6.10. Onfido
• 6.11. Pefin Holdings LLC
• 6.12. Ripple Labs Inc.
• 6.13. SAS Institute Inc.
• 6.14. Sift Science Inc.
• 6.15. TIBCO Software (Alpine Data Labs)
• 6.16. Trifacta Software Inc.
• 6.17. WealthFront Inc.
• 6.18. Zeitgold

LIST OF TABLES

• 1. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2022-2030 ($ MILLION)
• 2. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI SOLUTION MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
• 3. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI SERVICES MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
• 4. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT MODEL, 2022-2030 ($ MILLION)
• 5. GLOBAL ON-PREMISES AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
• 6. GLOBAL CLOUD-BASED AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
• 7. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2022-2030 ($ MILLION)
• 8. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI FOR CHATBOTS MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
• 9. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI FOR CUSTOMER SEGMENTATION MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
• 10. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI FOR SALES & MARKETING MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
• 11. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI FOR DIGITAL ASSISTANCE MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
• 12. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI FOR OTHER APPLICATIONS MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
• 13. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY REGION, 2022-2030 ($ MILLION)
• 14. NORTH AMERICAN AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
• 15. NORTH AMERICAN AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2022-2030 ($ MILLION)
• 16. NORTH AMERICAN AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT MODEL, 2022-2030 ($ MILLION)
• 17. NORTH AMERICAN AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2022-2030 ($ MILLION)
• 18. EUROPEAN AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
• 19. EUROPEAN AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2022-2030 ($ MILLION)
• 20. EUROPEAN AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT MODEL, 2022-2030 ($ MILLION)
• 21. EUROPEAN AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2022-2030 ($ MILLION)
• 22. ASIA-PACIFIC AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
• 23. ASIA-PACIFIC AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2022-2030 ($ MILLION)
• 24. ASIA-PACIFIC AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT MODEL, 2022-2030 ($ MILLION)
• 25. ASIA-PACIFIC AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2022-2030 ($ MILLION)
• 26. REST OF THE WORLD AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2022-2030 ($ MILLION)
• 27. REST OF THE WORLD AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2022-2030 ($ MILLION)
• 28. REST OF THE WORLD AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT MODEL, 2022-2030 ($ MILLION)
• 29. REST OF THE WORLD AI & ADVANCED MACHINE LEARNING IN BFSI MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2022-2030 ($ MILLION)

LIST OF FIGURES

• 1. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SHARE BY COMPONENT, 2022 VS 2030(%)
• 2. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SHARE BY DEPLOYMENT MODEL, 2022 VS 2030(%)
• 3. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SHARE BY APPLICATION, 2022 VS 2030(%)
• 4. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI SOLUTION MARKET SHARE BY REGION, 2022 VS 2030(%)
• 5. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI SERVICES MARKET SHARE BY REGION, 2022 VS 2030(%)
• 6. GLOBAL ON-PREMISES AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SHARE BY REGION, 2022 VS 2030(%)
• 7. GLOBAL CLOUD BASED AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SHARE BY REGION, 2022 VS 2030(%)
• 8. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI FOR CHATBOTS MARKET SHARE BY REGION, 2022 VS 2030(%)
• 9. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI FOR CREDIT SCORING MARKET SHARE BY REGION, 2022 VS 2030(%)
• 10. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI FOR SALES & MARKETING MARKET SHARE BY REGION, 2022 VS 2030(%)
• 11. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI FOR DIGITAL ASSISTANCE MARKET SHARE BY REGION, 2022 VS 2030(%)
• 12. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI FOR OTHER APPLICATIONS MARKET SHARE BY REGION, 2022 VS 2030(%)
• 13. GLOBAL AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SHARE BY REGION, 2022 VS 2030(%)
• 14. US AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 15. CANADA AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 16. UK AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 17. FRANCE AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 18. GERMANY AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 19. ITALY AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 20. SPAIN AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 21. REST OF EUROPE AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 22. INDIA AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 23. CHINA AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 24. JAPAN AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 25. SOUTH KOREA AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 26. REST OF ASIA-PACIFIC AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)
• 27. REST OF THE WORLD AI & ADVANCED MACHINE LEARNING IN BFSI MARKET SIZE, 2022-2030 ($ MILLION)