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市场调查报告书
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1751437

可解释人工智慧市场规模、份额和趋势分析报告：按组件、部署、最终用途、地区和细分市场预测，2025 年至 2030 年

Explainable AI Market Size, Share & Trends Analysis Report By Component, By Deployment, By Application (Fraud & Anomaly Detection, Drug Discovery & Diagnostics, Predictive Maintenance), By End Use, By Region, and Segment Forecasts, 2025 - 2030
出版日期: | 出版商: Grand View Research | 英文 110 Pages | 商品交期: 2-10个工作天内

价格

可解释的人工智慧市场成长和趋势

根据Grand View Research, Inc.的最新报告，预计到2030年全球可解释人工智慧市场规模将达到210.6亿美元，2025年至2030年期间的复合年增长率为18.0%。

可解释人工智慧是指开发能够对其决策流程提供易于理解和透明解释的人工智慧 (AI) 系统。虽然人工智慧模型在各个领域都取得了令人瞩目的表现，但它们固有的复杂性往往使人们难以理解它们为何或如何得出特定的结论或预测。可解释人工智慧旨在弥合这一差距，并提高人工智慧系统的信任度、课责和可解释性。它与技术的更广泛发展和进步密不可分。随着技术的不断发展和进步，可解释人工智慧将推动开发和实施更复杂、更透明的人工智慧系统。

硬体和平行处理的进步带来了运算能力的指数级增长，使得训练和部署复杂的人工智慧模型变得更加容易。超级电脑和高效能丛集等高效能运算资源使得我们能够探索更大、可解释的模型，并有效地分析其决策流程。此外，自然语言处理 (NLP) 的进步促进了对话式介面和聊天机器人系统的开发，这些系统可以以人类可读的格式提供解释。文本生成和情感分析等 NLP 技术为人工智慧决策提供了直观、易于理解的解释。这些技术的显着发展正在推动可解释人工智慧产业的发展。

人们对可解释人工智慧日益增长的兴趣，催生了 Alation、EXPAI 和 Fiddler Labs 等专注于开发和商业化可解释性解决方案的新兴企业。创业投资和天使投资者正在积极投资这些新兴企业，以支持其研发和发展。新兴企业通常会获得资金来完善其可解释性演算法、建立用户友好的介面，并为各行各业开发可扩展的产品。

可解释人工智慧市场报告重点

  • 到 2024 年，解决方案部门将占据最大的收益占有率，达到 81.2%。这一高份额是由对人工智慧工具和平台日益增长的需求推动的，这些工具和平台可帮助组织使人工智慧决策更加透明和易于理解。
  • 2024 年，本地部署部分占据了最大的收益占有率。使用本地可解释 AI 可带来多种好处，例如提高资料安全性、降低延迟以及增强对 AI 系统的控制力。
  • 诈欺和异常检测部门预计将在 2024 年占据最大的收益占有率，因为它在加强各个行业（尤其是金融服务）的安全性方面发挥着至关重要的作用。
  • 预计 IT 和通讯领域将在 2024 年占据最高的收益占有率。 5G 和物联网 (IoT) 的部署使组织和个人能够即时收集更多现实世界的资料。
  • 2024 年，北美占据可解释人工智慧市场的主导地位，份额为 40.7%。

目录

第一章调查方法与范围

第二章执行摘要

第三章 可解释的人工智慧市场变数、趋势和范围

  • 全球可解释人工智慧市场展望
  • 产业价值链分析
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • 波特五力分析
    • 供应商权力
    • 买方力量
    • 替代威胁
    • 来自新进入者的威胁
    • 竞争对手之间的竞争
  • PESTEL分析
    • 政治
    • 经济
    • 社会
    • 科技
    • 环境
    • 合法的

第四章 可解释人工智慧市场：组件展望与预测

  • 可解释的人工智慧市场：组件变异分析，2024 年与 2030 年

第五章 可解释人工智慧市场：发展展望与预测

  • 可解释人工智慧市场：2024年和2030年发展趋势分析

第六章 可解释人工智慧市场：应用格局展望与预测

  • 可解释人工智慧市场：2024 年和 2030 年应用趋势分析
    • 诈欺和异常检测
    • 药物研发与诊断
    • 预测性维护
    • 供应链管理
    • 身份验证和存取管理
    • 其他的

7. 可解释人工智慧市场：最终用途格局展望与预测

  • 可解释的人工智慧市场：2024 年与 2030 年的最终用途趋势分析
    • 卫生保健
    • BFSI
    • 航太和国防
    • 零售与电子商务
    • 公共部门和公共产业
    • 资讯科技/通讯
    • 车
    • 其他的

第 8 章 可解释人工智慧市场：区域、估计和趋势分析

  • 2024 年及 2030 年可解释人工智慧市场占有率（按地区）
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 澳洲
    • 韩国
  • 拉丁美洲
    • 巴西
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第九章 竞争态势

  • 主要市场参与企业的近期趋势和影响分析
  • 供应商格局
    • 公司分类
    • 主要经销商和通路合作伙伴名单
    • 潜在客户名单
  • 竞争动态
    • 竞争基准化分析
    • 战略地图
    • 热图分析
  • 公司简介/上市公司
    • Amelia US LLC
    • BuildGroup
    • DataRobot, Inc.
    • Ditto.ai
    • DarwinAI
    • Factmata
    • Google LLC
    • IBM Corporation
    • Kyndi
    • Microsoft
Product Code: GVR-4-68040-074-5

Explainable AI Market Growth & Trends:

The global explainable AI market size is anticipated to reach USD 21.06 billion by 2030, registering a CAGR of 18.0% from 2025 to 2030, according to a new report by Grand View Research, Inc. Explainable AI refers to the development of artificial intelligence (AI) systems that can provide understandable and transparent explanations for their decision-making processes. While AI models have achieved remarkable performance in various domains, their inherent complexity often makes it challenging to understand why and how they arrive at particular conclusions or predictions. Explainable AI aims to bridge this gap and enhance trust, accountability, and interpretability in AI systems. It is closely tied to broader growth and advancements in technology. As technology continues to evolve and improve, explainable AI enables the development and implementation of more sophisticated and transparent AI systems.

The exponential growth in computing power, driven by advancements in hardware and parallel processing, has facilitated the training and deployment of complex AI models. High-performance computing resources likesupercomputers and high-performance clusters enable the exploration of larger and more interpretable models, as well as the efficient analysis of their decision-making processes. Moreover, advancements in NLP have enabled the development of conversational interfaces and chatbot systems that can provide explanations in human-readable formats. NLP techniques, such as text generation and sentiment analysis, contribute to the development of intuitive and understandable explanations for AI decisions. These significant developments in technologies are fueling the explainable AI industry's growth.

The growing interest in explainable AI has led to the emergence of startups likeAlation,EXPAI, and Fiddler Labs focused on developing and commercializing explainability solutions. Venture capital firms and angel investors are actively investing in these startups to support their research, development, and market adoption. Startups often receive funding to refine their explainability algorithms, build user-friendly interfaces, and create scalable products for various industries.

Explainable AI Market Report Highlights:

  • The solution segment accounted for the largest revenue share of 81.2 % in 2024. This strong share is driven by increased demand for AI tools and platforms that help organizations make AI decisions more transparent and understandable.
  • The on-premises segment held the largest revenue share in 2024. Using on-premises explainable AI can provide several benefits, such as improved data security, reduced latency, and increased control over the AI system.
  • The fraud and anomaly detection segment accounted for the largest revenue share in 2024, due to its critical role in enhancing security across various industries, especially in financial services.
  • The IT & telecommunication sector accounted for the highest revenue share in 2024. The rollout of 5G and the Internet of Things (IoT) is enabling organizations and individuals to collect more real-world data in real time.
  • North America dominated the explainable AI market with a share of 40.7% in 2024.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Models
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

  • 2.1. Market Insights
  • 2.2. Segmental Outlook
  • 2.3. Competitive Outlook

Chapter 3. Explainable AI Market Variables, Trends & Scope

  • 3.1. Global Explainable AI Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint Analysis
    • 3.3.3. Industry Challenges
  • 3.4. Porter's Five Forces Analysis
    • 3.4.1. Supplier Power
    • 3.4.2. Buyer Power
    • 3.4.3. Substitution Threat
    • 3.4.4. Threat from New Entrant
    • 3.4.5. Competitive Rivalry
  • 3.5. PESTEL Analysis
    • 3.5.1. Political Landscape
    • 3.5.2. Economic Landscape
    • 3.5.3. Social Landscape
    • 3.5.4. Technological Landscape
    • 3.5.5. Environmental Landscape
    • 3.5.6. Legal Landscape

Chapter 4. Explainable AI Market: Component Estimates & Forecasts

  • 4.1. Explainable AI Market: Component Movement Analysis, 2024 & 2030
    • 4.1.1. Solution
      • 4.1.1.1. Solution Market estimates and forecast, 2018 - 2030 (USD Million)
    • 4.1.2. Services
      • 4.1.2.1. Services Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 5. Explainable AI Market: Deployment Estimates & Forecasts

  • 5.1. Explainable AI Market: Deployment Movement Analysis, 2024 & 2030
    • 5.1.1. Cloud
      • 5.1.1.1. Cloud Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.2. On-premises
      • 5.1.2.1. On-premises Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 6. Explainable AI Market: Application Outlook Estimates & Forecasts

  • 6.1. Explainable AI Market: Application Movement Analysis, 2024 & 2030
    • 6.1.1. Fraud and Anomaly Detection
      • 6.1.1.1. Fraud and Anomaly Detection Explainable AI Market estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.1.2. Drug Discovery & Diagnostics
      • 6.1.2.1. Drug Discovery & Diagnostics Explainable AI Market estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.1.3. Predictive Maintenance
      • 6.1.3.1. Predictive Maintenance Explainable AI Market estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.1.4. Supply Chain Management
      • 6.1.4.1. Supply Chain Management Explainable AI Market estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.1.5. Identity and Access Management
      • 6.1.5.1. Identity and Access Management Explainable AI Market estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.1.6. Others
      • 6.1.6.1. Others Explainable AI Market estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Explainable AI Market: End Use Outlook Estimates & Forecasts

  • 7.1. Explainable AI Market: End Use Movement Analysis, 2024 & 2030
    • 7.1.1. Healthcare
      • 7.1.1.1. Healthcare Market estimates and forecast, 2018 - 2030 (USD Million)
    • 7.1.2. BFSI
      • 7.1.2.1. BFSI Market estimates and forecast, 2018 - 2030 (USD Million)
    • 7.1.3. Aerospace & Defense
      • 7.1.3.1. Aerospace & Defense Market estimates and forecast, 2018 - 2030 (USD Million)
    • 7.1.4. Retail and E-commerce
      • 7.1.4.1. Retail and E-commerce Market estimates and forecast, 2018 - 2030 (USD Million)
    • 7.1.5. Public Sector & Utilities
      • 7.1.5.1. Public Sector & Utilities Market estimates and forecast, 2018 - 2030 (USD Million)
    • 7.1.6. IT & Telecommunication
      • 7.1.6.1. IT & Telecommunication Market estimates and forecast, 2018 - 2030 (USD Million)
    • 7.1.7. Automotive
      • 7.1.7.1. Automotive Market estimates and forecast, 2018 - 2030 (USD Million)
    • 7.1.8. Others
      • 7.1.8.1. Others Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 8. Explainable AI Market: Regional Estimates & Trend Analysis

  • 8.1. Explainable AI Market Share, By Region, 2024 & 2030 USD Million
  • 8.2. North America
    • 8.2.1. North America Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.2.1.1. North America Explainable AI Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 8.2.1.2. North America Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.2.1.3. North America Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.2.1.4. North America Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.2.1.5. North America Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.2.2. U.S.
      • 8.2.2.1. U.S. Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.2.2.2. U.S. Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.2.2.3. U.S. Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.2.2.4. U.S. Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.2.2.5. U.S. Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.2.3. Canada
      • 8.2.3.1. Canada Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.2.3.2. Canada Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.2.3.3. Canada Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.2.3.4. Canada Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.2.3.5. Canada Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.2.4. Mexico
      • 8.2.4.1. Mexico Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.2.4.2. Mexico Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.2.4.3. Mexico Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.2.4.4. Mexico Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.2.4.5. Mexico Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
  • 8.3. Europe
    • 8.3.1. Europe Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.3.1.1. Europe Explainable AI Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 8.3.1.2. Europe Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.3.1.3. Europe Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.3.1.4. Europe Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.3.1.5. Europe Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.3.2. U.K.
      • 8.3.2.1. U.K. Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.3.2.2. U.K. Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.3.2.3. U.K. Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.3.2.4. U.K. Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.3.2.5. U.K. Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.3.3. Germany
      • 8.3.3.1. Germany Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.3.3.2. Germany Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.3.3.3. Germany Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.3.3.4. Germany Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.3.3.5. Germany Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.3.4. France
      • 8.3.4.1. France Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.3.4.2. France Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.3.4.3. France Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.3.4.4. France Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.3.4.5. France Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
  • 8.4. Asia Pacific
    • 8.4.1. Asia Pacific Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.4.1.1. Asia Pacific Explainable AI Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 8.4.1.2. Asia Pacific Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.1.3. Asia Pacific Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.1.4. Asia Pacific Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.4.1.5. Asia Pacific Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.4.2. China
      • 8.4.2.1. China Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.4.2.2. China Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.2.3. China Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.2.4. China Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.4.2.5. China Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.4.3. Japan
      • 8.4.3.1. Japan Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.4.3.2. Japan Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.3.3. Japan Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.3.4. Japan Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.4.3.5. Japan Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.4.4. India
      • 8.4.4.1. India Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.4.4.2. India Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.4.3. India Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.4.4. India Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.4.4.5. India Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.4.5. Australia
      • 8.4.5.1. Australia Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.4.5.2. Australia Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.5.3. Australia Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.5.4. Australia Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.4.5.5. Australia Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.4.6. South Korea
      • 8.4.6.1. South Korea Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.4.6.2. South Korea Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.4.6.3. South Korea Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.4.6.4. South Korea Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.4.6.5. South Korea Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
  • 8.5. Latin America
    • 8.5.1. Latin America Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.5.1.1. Latin America Explainable AI Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 8.5.1.2. Latin America Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.5.1.3. Latin America Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.5.1.4. Latin America Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.5.1.5. Latin America Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.5.2. Brazil
      • 8.5.2.1. Brazil Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.5.2.2. Brazil Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.5.2.3. Brazil Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.5.2.4. Brazil Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.5.2.5. Brazil Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
  • 8.6. Middle East and Africa
    • 8.6.1. Middle East and Africa Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.6.1.1. Middle East and Africa Explainable AI Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 8.6.1.2. Middle East and Africa Explainable AI Market Estimates and Forecasts, by Component , 2018 - 2030 (USD Million)
      • 8.6.1.3. Middle East and Africa Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.6.1.4. Middle East and Africa Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.6.1.5. Middle East and Africa Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.6.2. KSA
      • 8.6.2.1. KSA Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.6.2.2. KSA Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.6.2.3. KSA Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.6.2.4. KSA Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.6.2.5. KSA Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.6.3. UAE
      • 8.6.3.1. UAE Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.6.3.2. UAE Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.6.3.3. UAE Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.6.3.4. UAE Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.6.3.5. UAE Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)
    • 8.6.4. South Africa
      • 8.6.4.1. South Africa Explainable AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 8.6.4.2. South Africa Explainable AI Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
      • 8.6.4.3. South Africa Explainable AI Market Estimates and Forecasts, by Deployment, 2018 - 2030 (USD Million)
      • 8.6.4.4. South Africa Explainable AI Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
      • 8.6.4.5. South Africa Explainable AI Market Estimates and Forecasts, by End use, 2018 - 2030 (USD Million)

Chapter 9. Competitive Landscape

  • 9.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 9.2. Vendor Landscape
    • 9.2.1. Company categorization
    • 9.2.2. List of Key Distributors and Channel Partners
    • 9.2.3. List of Potential Customers/Listing
  • 9.3. Competitive Dynamics
    • 9.3.1. Competitive Benchmarking
    • 9.3.2. Strategy Mapping
    • 9.3.3. Heat Map Analysis
  • 9.4. Company Profiles/Listing
    • 9.4.1. Amelia US LLC
      • 9.4.1.1. Participant's overview
      • 9.4.1.2. Financial performance
      • 9.4.1.3. Deployment benchmarking
      • 9.4.1.4. Strategic initiatives
    • 9.4.2. BuildGroup
      • 9.4.2.1. Participant's overview
      • 9.4.2.2. Financial performance
      • 9.4.2.3. Deployment benchmarking
      • 9.4.2.4. Strategic initiatives
    • 9.4.3. DataRobot, Inc.
      • 9.4.3.1. Participant's overview
      • 9.4.3.2. Financial performance
      • 9.4.3.3. Deployment benchmarking
      • 9.4.3.4. Strategic initiatives
    • 9.4.4. Ditto.ai
      • 9.4.4.1. Participant's overview
      • 9.4.4.2. Financial performance
      • 9.4.4.3. Deployment benchmarking
      • 9.4.4.4. Strategic initiatives
    • 9.4.5. DarwinAI
      • 9.4.5.1. Participant's overview
      • 9.4.5.2. Financial performance
      • 9.4.5.3. Deployment benchmarking
      • 9.4.5.4. Strategic initiatives
    • 9.4.6. Factmata
      • 9.4.6.1. Participant's overview
      • 9.4.6.2. Financial performance
      • 9.4.6.3. Deployment benchmarking
      • 9.4.6.4. Strategic initiatives
    • 9.4.7. Google LLC
      • 9.4.7.1. Participant's overview
      • 9.4.7.2. Financial performance
      • 9.4.7.3. Deployment benchmarking
      • 9.4.7.4. Strategic initiatives
    • 9.4.8. IBM Corporation
      • 9.4.8.1. Participant's overview
      • 9.4.8.2. Financial performance
      • 9.4.8.3. Deployment benchmarking
      • 9.4.8.4. Strategic initiatives
    • 9.4.9. Kyndi
      • 9.4.9.1. Participant's overview
      • 9.4.9.2. Financial performance
      • 9.4.9.3. Deployment benchmarking
      • 9.4.9.4. Strategic initiatives
    • 9.4.10. Microsoft
      • 9.4.10.1. Participant's overview
      • 9.4.10.2. Financial performance
      • 9.4.10.3. Deployment benchmarking
      • 9.4.10.4. Strategic initiatives

List of Tables

  • Table 1 Global Explainable AI market estimates and forecasts, by region, 2018 - 2030 (USD Million)
  • Table 2 Global Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 3 Global Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 4 Global Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 5 Global Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 6 North America Explainable AI market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 7 North America Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 8 North America Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 9 North America Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 10 North America Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 11 U.S. Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 12 U.S. Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 13 U.S. Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 14 U.S. Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 15 Canada Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 16 Canada Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 17 Canada Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 18 Canada Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 19 Mexico Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 20 Mexico Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 21 Mexico Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 22 Mexico Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 23 Europe Explainable AI market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 24 Europe Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 25 Europe Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 26 Europe Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 27 Europe Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 28 UK Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 29 UK Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 30 UK Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 31 UK Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 32 Germany Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 33 Germany Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 34 Germany Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 35 Germany Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 36 France Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 37 France Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 38 France Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 39 France Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 40 Asia Pacific Explainable AI market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 41 Asia Pacific Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 42 Asia Pacific Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 43 Asia Pacific Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 44 Asia Pacific Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 45 China Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 46 China Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 47 China Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 48 China Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 49 Japan Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 50 Japan Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 51 Japan Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 52 Japan Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 53 India Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 54 India Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 55 India Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 56 India Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 57 Australia Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 58 Australia Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 59 Australia Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 60 Australia Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 61 South Korea Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 62 South Korea Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 63 South Korea Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 64 South Korea Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 65 Latin America Explainable AI market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 66 Latin America Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 67 Latin America Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 68 Latin America Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 69 Latin America Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 70 Brazil Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 71 Brazil Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 72 Brazil Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 73 Brazil Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 74 Middle East & Africa Explainable AI market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 75 Middle East & Africa Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 76 Middle East & Africa Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 77 Middle East & Africa Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 78 Middle East & Africa Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 79 Saudi Arabia Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 80 Saudi Arabia Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 81 Saudi Arabia Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 82 Saudi Arabia Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 83 UAE Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 84 UAE Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 85 UAE Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 86 UAE Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)
  • Table 87 South Africa Explainable AI market estimates and forecasts, by Component, 2018 - 2030 (USD Million)
  • Table 88 South Africa Explainable AI market estimates and forecasts, by Deployment, 2018 - 2030 (USD Million)
  • Table 89 South Africa Explainable AI market estimates and forecasts, by Application, 2018 - 2030 (USD Million)
  • Table 90 South Africa Explainable AI market estimates and forecasts, by End use, 2018 - 2030 (USD Million)

List of Figures

  • Fig. 1 Explainable AI market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Parent market analysis
  • Fig. 7 Market formulation & validation
  • Fig. 8 Explainable AI market snapshot
  • Fig. 9 Explainable AI market segment snapshot
  • Fig. 10 Explainable AI market competitive landscape snapshot
  • Fig. 11 Market driver relevance analysis (Current & future impact)
  • Fig. 12 Market restraint relevance analysis (Current & future impact)
  • Fig. 13 Value Chain Analysis
  • Fig. 14 Explainable AI market: Component outlook key takeaways (USD Million)
  • Fig. 15 Explainable AI market: Component movement analysis 2024 & 2030 (USD Million)
  • Fig. 16 Solution market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 Services market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 18 Explainable AI market, Deployment outlook key takeaways (USD Million)
  • Fig. 19 Explainable AI market Deployment movement analysis 2024 & 2030 (USD Million)
  • Fig. 20 Cloud market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 21 On-premises market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 Explainable AI market: Application outlook key takeaways (USD Million)
  • Fig. 23 Explainable AI market: Application movement analysis 2024 & 2030 (USD Million)
  • Fig. 24 Fraud and Anomaly Detection market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Drug Discovery & Diagnostics market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Predictive Maintenance market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Supply Chain Management market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Identity and Access Management market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Explainable AI market: End use outlook key takeaways (USD Million)
  • Fig. 31 Explainable AI market: End use movement analysis 2024 & 2030 (USD Million)
  • Fig. 32 Government and defense market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 Healthcare market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 BFSI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 Aerospace & Defense market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Retail and E-commerce market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 Public Sector & Utilities market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 IT & Telecommunication market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 Automotive market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 Regional marketplace: Key takeaways
  • Fig. 42 Explainable AI market: Regional outlook, 2024 & 2030 (USD Million)
  • Fig. 43 North America Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 U.S. Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 Canada Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 Mexico Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Europe Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 U.K. Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 Germany Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 France Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 Asia Pacific Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 China Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 53 Japan Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 54 India Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 55 Australia Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 56 South Korea Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 57 Latin America Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 58 Brazil Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 59 MEA Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 60 KSA Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 61 UAE Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 62 South Africa Explainable AI market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 63 Strategy framework
  • Fig. 64 Company Categorization