全球可解释人工智慧市场

本报告按产品、部署类型和用例分析了全球可解释人工智慧 (XAI) 市场。

报告中还包括对北美、欧洲、亚太地区以及世界其他地区（拉丁美洲、中东和非洲）的区域分析。报告进一步检验了市场驱动因素、挑战和新兴趋势，重点在于可解释性技术、模型透明度和人工智慧监控框架的发展。

目录

第一章执行摘要

• 市场展望
• 调查范围
• 市场概况
• 市场动态与成长要素
• 新兴技术
• 细分市场分析
• 区域分析
• 结论

第二章 市场概览

• 当前市场概况
• 前景
• 宏观经济因素分析
• 政府支出和监管政策
• 资本市场投资
• 技术采纳率
• 美国关税公告的影响

第三章 市场动态

• 重点总结
• 市场驱动因素
• 监管和管治压力
• 可解释性工具和平台的进步
• 专注于风险管理和控制的公司
• 市场限制/挑战
• 熟练的XAI专业人员短缺
• 高昂的实施和营运成本
• 市场机会
• 增强与云端平台和企业平台的集成
• 中小企业部署

第四章：监理现状

• 概述
• XAI监管情景

第五章 新兴技术

• 概述
• 新兴技术
• 模型后解释工具
• 可视化的仪錶板

第六章 市场区隔分析

• 细分市场分析
• 市场区隔：依产品类别
• 重点总结
• 解决方案
• 服务
• 市场区隔：依实施类型划分
• 重点总结
• 云
• 本地部署
• 市场区隔：按应用领域
• 重点总结
• BFSI
• 卫生保健
• 零售与电子商务
• 政府
• 製造业
• 能源与公用事业
• 其他的
• 地理细分
• 市场区隔：依地区划分
• 重点总结
• 北美洲
• 欧洲
• 亚太地区
• 世界其他地区

第七章 竞争情势

• 重点总结
• 市场生态系分析
• 核心 XAI解决方案供应商
• 云端和人工智慧平台供应商
• 开放原始码与学术生态系统
• 系统整合商和顾问公司
• 最终用户、监管机构和标准机构
• 主要企业分析
• Alphabet Inc. (Google)
• Microsoft
• NVIDIA
• Amazon Web Services (AWS)
• FICO
• 战略分析
  • 最新进展

第八章附录

• 调查方法
• 参考
• 简称
• 公司简介
• ALPHABET INC. (GOOGLE INC.)
• ALTERYX
• AMAZON WEB SERVICES INC.
• FICO
• H2O.AI
• IBM
• INTEL CORP.
• MICROSOFT
• NVIDIA CORP.
• SALESFORCE INC.

The report analyzes the global explainable artificial intelligence (XAI) market by offering, deployment type and application. It also includes regional analysis for North America, Europe, Asia-Pacific and the Rest of the World (Latin America, the Middle East and Africa). The report examines market drivers, challenges and emerging trends, and highlights advances in explainability techniques, model transparency and AI oversight frameworks.

Report Scope

The report analyzes the global explainable artificial intelligence (XAI) market across key segments including offering, deployment type and application. By offering, the market comprises XAI solutions such as explainability software, interpretability tools, dashboards and governance platforms, along with services covering consulting, integration, validation, compliance support and model monitoring. By deployment type, XAI is delivered through cloud-based platforms that enable scalability and rapid adoption, as well as on-premises deployments, which are preferred for data-sensitive and regulated environments. Across applications, XAI is adopted in BFSI, healthcare, retail and e-commerce, government, manufacturing and energy and utilities to improve transparency, accountability and trust in AI-driven decisions. Additionally, it is being utilized across media and entertainment, IT and telecommunications for customer analytics, automation oversight and operational decision support.

The report also provides a comprehensive regional analysis covering North America, Europe, Asia-Pacific and the Rest of the World (RoW), including Latin America, the Middle East and Africa. It evaluates the market dynamics, including drivers, challenges and emerging trends, while highlighting advances in explainability techniques, model transparency and AI oversight frameworks. The study concludes with an analysis of major companies in the market and their products/services. The base year for the study is 2024, with projections for 2025 through 2030, including compound annual growth rates (CAGRs) for the forecast period.

Report Includes

• Analysis of the global market for explainable artificial intelligence (XAI) technology
• Analyses of the global market trends, with revenue data for 2024, estimates for 2025, forecast for 2027 and 2029, and projections of CAGRs through 2030
• Estimates of the market's size and revenue growth prospects, accompanied by a market share analysis by component, technology type, application, end-user industry and region
• Case studies for successful integration of AI across major geographic regions and key industry verticals
• Review of AI impact on the various stages of the global supply chain
• Competitive intelligence featuring key strategic initiatives, market spendings and an investment outlook
• Analysis of the industry structure, including companies' market shares and rankings, strategic initiatives, M&A activity and a venture funding outlook
• Profiles of the leading companies

Table of Contents

Chapter 1 Executive Summary

• Market Outlook
• Scope of Report
• Market Summary
• Market Dynamics and Growth Factors
• Emerging Technologies
• Segmental Analysis
• Regional Analysis
• Conclusion

Chapter 2 Market Overview

• Current Market Overview
• Outlook
• Macroeconomic Factors Analysis
• Government Spending and Regulatory Policy
• Capital Market Investment
• Technology Adoption Rates
• Impact of U.S. Tariff Announcements

Chapter 3 Market Dynamics

• Key Takeaways
• Market Drivers
• Regulatory and Governance Pressure
• Advances in Explainability Tools and Platforms
• Enterprise Focus on Risk Management and Control
• Market Restraints/Challenges
• Shortage of Skilled XAI Professionals
• High Implementation and Operational Costs
• Market Opportunities
• Increasing Integration with Cloud and Enterprise Platforms
• SME and Mid-Market Adoption

Chapter 4 Regulatory Landscape

• Overview
• Regulatory Scenario of XAI

Chapter 5 Emerging Technologies

• Overview
• Emerging Technologies
• Post-Model Explanation Tools
• Visual Explanation Dashboards

Chapter 6 Market Segment Analysis

• Segmentation Breakdown
• Market Breakdown by Offering
• Key Takeaways
• Solutions
• Services
• Market Breakdown by Deployment Type
• Key Takeaways
• Cloud
• On-Premises
• Market Breakdown by Application
• Key Takeaways
• BFSI
• Healthcare
• Retail and e-Commerce
• Government
• Manufacturing
• Energy and Utilities
• Others
• Geographic Breakdown
• Market Breakdown by Region
• Key Takeaways
• North America
• Europe
• Asia-Pacific
• Rest of the World

Chapter 7 Competitive Landscape

• Key Takeaways
• Market Ecosystem Analysis
• Core XAI Solution Providers
• Cloud and AI Platform Providers
• Open-Source and Academic Ecosystems
• System Integrators and Consulting Firms
• End Users, Regulators and Standards Bodies
• Analysis of Key Companies
• Alphabet Inc. (Google)
• Microsoft
• NVIDIA
• Amazon Web Services (AWS)
• FICO
• Strategic Analysis
• Recent Developments

Chapter 8 Appendix

• Research Methodology
• References
• Abbreviations
• Company Profiles
• ALPHABET INC. (GOOGLE INC.)
• ALTERYX
• AMAZON WEB SERVICES INC.
• FICO
• H2O.AI
• IBM
• INTEL CORP.
• MICROSOFT
• NVIDIA CORP.
• SALESFORCE INC.

List of Tables

• Summary Table : Global Market for XAI, by Region, Through 2030
• Table 1 : XAI Regulatory Scenario, by Country
• Table 2 : Global Market for XAI, by Offering, Through 2030
• Table 3 : Global Market for XAI Solutions, by Region, Through 2030
• Table 4 : Global Market for XAI Services, by Region, Through 2030
• Table 5 : Global Market for XAI, by Deployment Type, Through 2030
• Table 6 : Global Market for Cloud Deployment of XAI, by Region, Through 2030
• Table 7 : Global Market for On-Premises Deployment of XAI, by Region, Through 2030
• Table 8 : Global Market for XAI, by Application, Through 2030
• Table 9 : Global Market for XAI in BFSI Applications, by Region, Through 2030
• Table 10 : Global Market for XAI in Healthcare Applications, by Region, Through 2030
• Table 11 : Global Market for XAI in Retail and e-Commerce Applications, by Region, Through 2030
• Table 12 : Global Market for XAI in Government Applications, by Region, Through 2030
• Table 13 : Global Market for XAI in Manufacturing Applications, by Region, Through 2030
• Table 14 : Global Market for XAI in Energy and Utilities Applications, by Region, Through 2030
• Table 15 : Global Market for XAI in Other Applications, by Region, Through 2030
• Table 16 : Global Market for XAI, by Region, Through 2030
• Table 17 : North American Market for XAI, by Offering, Through 2030
• Table 18 : North American Market for XAI, by Deployment Type, Through 2030
• Table 19 : North American Market for XAI, by Application, Through 2030
• Table 20 : European Market for XAI, by Offering, Through 2030
• Table 21 : European Market for XAI, by Deployment Type, Through 2030
• Table 22 : European Market for XAI, by Application, Through 2030
• Table 23 : Asia-Pacific Market for XAI, by Offering, Through 2030
• Table 24 : Asia-Pacific Market for XAI, by Deployment Type, Through 2030
• Table 25 : Asia-Pacific Market for XAI, by Application, Through 2030
• Table 26 : RoW Market for XAI, by Offering, Through 2030
• Table 27 : RoW Market for XAI, by Deployment Type, Through 2030
• Table 28 : RoW Market for XAI, by Application, Through 2030
• Table 29 : Ranking and Market Shares of Leading Companies in the XAI Market, 2024
• Table 30 : Recent Developments in the Global XAI Market, 2025
• Table 31 : Abbreviations Used in the XAI Market Report
• Table 32 : Alphabet Inc. (Google Inc.): Company Snapshot
• Table 33 : Alphabet Inc. (Google Inc.): Financial Performance, FY 2023 and 2024
• Table 34 : Alphabet Inc. (Google Inc.): Product Portfolio
• Table 35 : Alphabet Inc. (Google Inc.): News/Key Developments, 2025
• Table 36 : Alteryx: Company Snapshot
• Table 37 : Alteryx: Product Portfolio
• Table 38 : Amazon Web Services Inc.: Company Snapshot
• Table 39 : Amazon Web Services Inc.: Financial Performance, FY 2023 and 2024
• Table 40 : Amazon Web Services Inc.: Product Portfolio
• Table 41 : FICO: Company Snapshot
• Table 42 : FICO: Financial Performance, FY 2023 and 2024
• Table 43 : FICO: Product Portfolio
• Table 44 : H2O.ai: Company Snapshot
• Table 45 : H2O.ai: Product Portfolio
• Table 46 : IBM: Company Snapshot
• Table 47 : IBM: Financial Performance, FY 2023 and 2024
• Table 48 : IBM: Product Portfolio
• Table 49 : Intel Corp.: Company Snapshot
• Table 50 : Intel Corp.: Financial Performance, FY 2023 and 2024
• Table 51 : Intel Corp.: Product Portfolio
• Table 52 : Microsoft: Company Snapshot
• Table 53 : Microsoft: Financial Performance, FY 2023 and 2024
• Table 54 : Microsoft: Product Portfolio
• Table 55 : NVIDIA Corp.: Company Snapshot
• Table 56 : NVIDIA Corp.: Financial Performance, FY 2023 and 2024
• Table 57 : NVIDIA Corp.: Product Portfolio
• Table 58 : Salesforce Inc.: Company Snapshot
• Table 59 : Salesforce Inc.: Financial Performance, FY 2023 and 2024
• Table 60 : Salesforce Inc.: Product Portfolio

List of Figures

• Summary Figure : Global Market Shares for XAI, by Region, 2024
• Figure 1 : U.S. Tariff Impact on the Market, 2025
• Figure 2 : Market Dynamics of Explainable Artificial Intelligence (XAI)
• Figure 3 : Severity of Talent Shortage Across Key AI Roles, 2025
• Figure 4 : Navigating Global XAI Regulations
• Figure 5 : Emerging Technologies in XAI
• Figure 6 : Global Market Shares for XAI, by Offering, 2024
• Figure 7 : Global Market Shares for XAI, by Deployment Type, 2024
• Figure 8 : Global Market Shares for XAI, by Application, 2024
• Figure 9 : Global Market Shares for XAI, by Region, 2024
• Figure 10 : XAI Ecosystem Structure
• Figure 11 : Alphabet Inc. (Google Inc.): Revenue Shares, by Business Unit, FY 2024
• Figure 12 : Alphabet Inc. (Google Inc.): Revenue Shares, by Country/Region, FY 2024
• Figure 13 : FICO: Revenue Shares, by Business Unit, FY 2024
• Figure 14 : FICO: Revenue Shares, by Country/Region, FY 2024
• Figure 15 : IBM: Revenue Shares, by Business Unit, FY 2024
• Figure 16 : IBM: Revenue Shares, by Country/Region, FY 2024
• Figure 17 : Intel Corp.: Revenue Shares, by Business Unit, FY 2024
• Figure 18 : Intel Corp.: Revenue Shares, by Country/Region, FY 2024
• Figure 19 : Microsoft: Revenue Shares, by Business Unit, FY 2024
• Figure 20 : Microsoft: Revenue Shares, by Country/Region, FY 2024
• Figure 21 : NVIDIA Corp.: Revenue Shares, by Business Unit, FY 2024
• Figure 22 : NVIDIA Corp.: Revenue Shares, by Country/Region, FY 2024
• Figure 23 : Salesforce Inc.: Revenue Shares, by Business Unit, FY 2024
• Figure 24 : Salesforce Inc.: Revenue Shares, by Country/Region, FY 2024