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市場調查報告書
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1751437

可解釋人工智慧市場規模、佔有率和趨勢分析報告：按組件、部署、最終用途、地區和細分市場預測，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個工作天內

價格

可解釋的人工智慧市場成長和趨勢

根據Grand View Research, Inc.的最新報告，預計到2030年全球可解釋人工智慧市場規模將達到210.6億美元，2025年至2030年期間的複合年成長率為18.0%。

可解釋人工智慧是指開發能夠對其決策流程提供易於理解和透明解釋的人工智慧 (AI) 系統。雖然人工智慧模型在各個領域都取得了令人矚目的表現，但它們固有的複雜性往往使人們難以理解它們為何或如何得出特定的結論或預測。可解釋人工智慧旨在彌合這一差距，並提高人工智慧系統的信任度、課責和可解釋性。它與技術的更廣泛發展和進步密不可分。隨著技術的不斷發展和進步，可解釋人工智慧將推動開發和實施更複雜、更透明的人工智慧系統。

硬體和平行處理的進步帶來了運算能力的指數級成長，使得訓練和部署複雜的人工智慧模型變得更加容易。超級電腦和高效能叢集等高效能運算資源使得我們能夠探索更大、可解釋的模型，並有效地分析其決策流程。此外，自然語言處理 (NLP) 的進步促進了對話式介面和聊天機器人系統的開發，這些系統可以以人類可讀的格式提供解釋。文本生成和情感分析等 NLP 技術為人工智慧決策提供了直覺、易於理解的解釋。這些技術的顯著發展正在推動可解釋人工智慧產業的發展。

人們對可解釋人工智慧日益成長的興趣，催生了 Alation、EXPAI 和 Fiddler Labs 等專注於開發和商業化可解釋性解決方案的新興企業。創業投資和天使投資者正在積極投資這些新興企業，以支持其研發和發展。新興企業通常會獲得資金來完善其可解釋性演算法、建立方便用戶使用的介面，並為各行各業開發可擴展的產品。

可解釋人工智慧市場報告重點

  • 到 2024 年，解決方案部門將佔據最大的收益佔有率，達到 81.2%。這一高佔有率是由對人工智慧工具和平台日益成長的需求推動的，這些工具和平台可幫助組織使人工智慧決策更加透明和易於理解。
  • 2024 年，本地部署部分佔據了最大的收益佔有率。使用本地可解釋 AI 可帶來多種好處，例如提高資料安全性、降低延遲以及增強對 AI 系統的控制力。
  • 詐欺和異常檢測部門預計將在 2024 年佔據最大的收益佔有率，因為它在加強各個行業（尤其是金融服務）的安全性方面發揮著至關重要的作用。
  • 預計 IT 和通訊領域將在 2024 年佔據最高的收益佔有率。 5G 和物聯網 (IoT) 的部署使組織和個人能夠即時收集更多現實世界的資料。
  • 2024 年，北美佔據可解釋人工智慧市場的主導地位，佔有率為 40.7%。

目錄

第1章調查方法與範圍

第2章執行摘要

第3章 可解釋的人工智慧市場變數、趨勢和範圍

  • 全球可解釋人工智慧市場展望
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 波特五力分析
    • 供應商權力
    • 買方力量
    • 替代威脅
    • 來自新進入者的威脅
    • 競爭對手之間的競爭
  • PESTEL分析
    • 政治
    • 經濟
    • 社會
    • 科技
    • 環境
    • 合法的

第4章 可解釋人工智慧市場：組件展望與預測

  • 可解釋的人工智慧市場：組件變異分析，2024 年與 2030 年

第5章 可解釋人工智慧市場：發展展望與預測

  • 可解釋人工智慧市場：2024年和2030年發展趨勢分析

第6章 可解釋人工智慧市場：應用格局展望與預測

  • 可解釋人工智慧市場：2024 年和 2030 年應用趨勢分析
    • 詐欺和異常檢測
    • 藥物研發與診斷
    • 預測性維護
    • 供應鏈管理
    • 身份驗證和存取管理
    • 其他

7. 可解釋人工智慧市場：最終用途格局展望與預測

  • 可解釋的人工智慧市場：2024 年與 2030 年的最終用途趨勢分析
    • 衛生保健
    • BFSI
    • 航太和國防
    • 零售與電子商務
    • 公共部門和公共產業
    • 資訊科技/通訊
    • 車
    • 其他

第 8 章 可解釋人工智慧市場：區域、估計和趨勢分析

  • 2024 年及 2030 年可解釋人工智慧市場佔有率（按地區）
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 澳洲
    • 韓國
  • 拉丁美洲
    • 巴西
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第9章 競爭態勢

  • 主要市場參與企業的近期趨勢和影響分析
  • 供應商格局
    • 公司分類
    • 主要經銷商和通路合作夥伴名單
    • 潛在客戶名單
  • 競爭動態
    • 競爭基準化分析
    • 戰略地圖
    • 熱圖分析
  • 公司簡介/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