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全球可解释人工智慧市场：市场规模、份额、趋势分析（按部署方法、组件、应用、最终用途和地区）、展望和预测（2025-2032 年）
市场调查报告书
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1768578

全球可解释人工智慧市场：市场规模、份额、趋势分析（按部署方法、组件、应用、最终用途和地区）、展望和预测（2025-2032 年）

Global Explainable AI Market Size, Share & Industry Analysis Report By Deployment (Cloud and On-premise), By Component (Solution and Services), By Application, By End-use, By Regional Outlook and Forecast, 2025 - 2032
出版日期: | 出版商: KBV Research | 英文 425 Pages | 订单完成后即时交付

价格

预计到 2032 年全球可解释人工智慧市场规模将达到 222 亿美元，预测期内复合年增长率为 20.4%。

根据 KBV 基数矩阵的分析，谷歌公司 (Google LLC)、微软公司 (Microsoft Corporation)、英伟达公司 (NVIDIA Corporation) 和亚马逊网路服务公司 (Amazon Web Services, Inc.) 是可解释人工智慧市场的先驱。 Salesforce、IBM 公司和 SAP SE 等公司是可解释人工智慧市场的主要创新者。 2025 年 5 月，微软公司宣布与 IT 公司埃森哲 (Accenture) 合作，部署 Azure AI Foundry，以实现可扩展、可解释且安全的生成式人工智慧解决方案。该平台拥有超过 75 个跨行业的用例，其中 16 个已投入生产，透过可观察性、红队测试和内容安全，将运作时间缩短了 50%，提高了效率，确保了合规性，并增强了负责任的人工智慧 (Responsible AI)。

COVID-19影响分析

在新冠疫情初期，可解释人工智慧 (XAI) 市场受到重创。在众多产业中，许多组织将业务连续性和业务生存置于创新和数位转型之上。结果，包括 XAI 在内的高级人工智慧解决方案的采用速度显着放缓。预算限制和经济不确定性迫使企业推迟或取消与人工智慧可解释性相关的计划，将投资转向更紧迫的问题，例如实现远距工作和维持核心业务。整体而言，新冠疫情危机对可解释人工智慧市场产生了暂时但负面的影响，减缓了其预期的成长轨迹。因此，新冠疫情对市场产生了负面影响。

市场成长要素

推动可解释人工智慧 (XAI) 市场发展的最重要因素之一是全球各行业对监管合规性和透明度要求的日益重视。随着人工智慧系统在金融、医疗保健、保险和公共部门等行业的决策流程中日益深入，监管机构也面临越来越大的压力，要求确保这些决策的公平性和可理解性。总而言之，更严格的监管和日益增长的透明度需求正在加速可解释人工智慧的普及，使合规性成为市场的关键驱动力。

此外，信任是科技应用的基石，在人工智慧的背景下，信任既不可或缺又难以捉摸。可解释人工智慧市场的第三个主要驱动力是建立和维护用户对人工智慧系统的信任的迫切需求。随着人工智慧技术越来越多地建议日常生活中的决策，从贷款核准和医疗诊断到法律建议和个人化行销，最终用户对透明度和可理解推理的需求日益增长。黑箱人工智慧模型功能强大，但它们往往无法赢得使用者的信任，因为它们得出结论的过程无法轻易解释，相关人员也无法评估其可靠性。总之，透过可解释性建立信任正在成为人工智慧应用的关键驱动力，使用户、组织和市场能够满怀信心、清晰而安心地充分利用人工智慧的潜力。

市场限制

然而，可解释人工智慧广泛应用的一个根本障碍是模型可解释性和预测准确性之间始终存在的权衡，尤其是在复杂的实际应用中。当今最准确的人工智慧模型，尤其是神经网路等深度学习架构、随机森林等整合方法以及高阶梯度提升演算法，通常被称为「黑盒子」模型。这些模型的内部结构非常复杂，具有多层参数和非线性变换，人类很难解释。这些模型在从影像识别和自然语言处理到诈骗侦测的广泛任务中提供了最先进的性能，但它们的不透明性使得某些预测的基础对最终用户来说基本上是难以理解的。总之，可解释性和模型准确性之间的权衡限制了可解释人工智慧的范围，迫使组织在透明度和最佳性能之间做出选择。

价值链分析

可解释人工智慧 (XAI) 市场价值链始于专注于模型透明度、公平性和可解释性的研发 (R&D)。这引领技术开发与集成，将可解释性工具和人工智慧演算法嵌入到系统中。资料收集和管理确保了支撑 XAI 模型的高品质、无偏差资料集。产品化和服务开发将这些技术转化为可部署、使用者友好的解决方案。销售、行销和分销推动着应用的普及，而法规遵循和道德规范则确保了信任、隐私和公平。持续的客户支援和回馈回馈到研发部门，从而推动迭代创新。

市场占有率分析

按部署方法分類的 Outlook

根据部署模式，市场分为云端部署和本地部署。云端部署预计将在2024年占据63%的收益占有率。云端基础的可解释AI解决方案提供无与伦比的扩充性和灵活性，使企业无需庞大的本地基础设施即可部署和管理AI模型。云端平台可以根据需求快速配置资源，这对于运算需求波动的企业尤其有利。

组件视角

根据组件，市场可分为解决方案和服务。服务部门在2024年的收益占有率占整体市场的19%，在可解释人工智慧 (XAI) 市场中发挥关键支撑作用。服务包括咨询、实施、整合、维护和培训。这些服务的需求源自于需要专家指导来选择、客製化和优化XAI解决方案以满足其特定需求的组织。许多企业缺乏AI可解释性方面的内部专业知识，因此专业服务对于成功实施和持续管理至关重要。

按应用程式展望

根据应用，市场细分为诈欺和异常检测、药物研发和诊断、预测性维护、供应链管理以及身分存取管理及其他。身分存取管理及其他细分市场在2024年占据了市场收益占有率的22%。它涵盖了广泛的应用领域，包括网路安全、人力资源和法规遵循。在身分识别和存取管理 (IAM) 领域，可解释的人工智慧可协助组织监控使用者行为、侦测异常存取模式并检验存取决策的合法性，这对于维护稳健的安全态势和满足合规性要求至关重要。

按最终用途分類的展望

根据最终用途，市场分为 IT 和通讯、医疗保健、BFSI、航太和国防、零售和电子商务、公共部门和公用事业、汽车和其他。 BFSI 部门在 2024 年占据了 15% 的市场收益占有率。 BFSI 部门严重依赖可解释的 AI 来解决法规遵循、诈骗侦测、信用评分和风险评估。金融机构面临严格的要求，需要展示他们如何做出决策，特别是在拒绝贷款、标记交易或提出投资建议时。可解释的 AI 确保透明度，减少偏见，并与客户和监管机构建立信任。随着数位银行和金融科技的采用加速，对能够清楚证明其行为和预测的 AI 模型的需求也将随之增加。

区域展望

根据地区分析，市场分为四个区域：北美、欧洲、亚太地区以及拉丁美洲、中东和非洲（LAMEA）。北美地区在2024年占据了最大的市场收益占有率。由于早期采用先进的人工智慧技术、强劲的投资环境和高度发达的数位基础设施，北美正在推动可解释人工智慧市场的发展。该地区拥有许多领先的科技公司、研究机构和人工智慧Start-Ups，尤其是在美国和加拿大。

目录

第一章市场范围和分析方法

  • 市场定义
  • 目的
  • 市场覆盖
  • 分割
  • 分析方法

第二章 市场概述

  • 主要亮点

第三章市场概述

  • 介绍
    • 概述
      • 市场构成和情景
  • 影响市场的关键因素
    • 市场驱动因素
    • 市场限制
    • 市场机会
    • 市场挑战

第四章竞争分析：全球市场

  • KBV Cardinal Matrix
  • 近期全产业策略发展
    • 商业协作、合作和合约
    • 产品发布和扩展
    • 企业合併与收购（M&A）
  • 市场占有率分析（2024年）
  • 关键成功策略
    • 主要策略
    • 重大策略倡议
  • 波特五力分析

5.可解释的人工智慧市场价值链分析

  • 研究与发展（R&D）
  • 技术开发与整合
  • 数据采集和管理
  • 产品和服务开发
  • 监理合规与道德
  • 销售、行销和分销
  • 客户支援和回馈

第六章 关键客户标准：可解释的人工智慧市场

7. 按部署方法分類的全球可解释人工智慧市场

  • 全球云端运算市场（按区域）
  • 全球本地市场（按地区）

8. 全球可解释人工智慧市场（按组件划分）

  • 全球解决方案市场（按区域划分）
  • 全球服务市场（按区域）

9. 全球可解释人工智慧市场（按应用）

  • 全球诈欺和异常检测市场（按地区）
  • 全球药物研发和诊断市场（按地区）
  • 全球预测性维护市场（按地区）
  • 全球供应链管理市场（按地区）
  • 全球识别及存取管理及其他市场（按地区）

第十章 全球可解释人工智慧市场（依最终用途）

  • 全球IT和通讯市场（按地区）
  • 全球医疗市场按地区划分
  • 全球 BFSI 市场（按地区）
  • 全球航太和国防市场（按地区）
  • 全球零售与电子商务市场（按地区）
  • 全球公共部门和公用事业市场（按地区）
  • 全球汽车市场按地区划分
  • 其他全球终端用途市场（按地区）

第 11 章。按地区分類的全球可解释人工智慧市场

  • 北美洲
    • 北美可解释人工智慧市场（按国家/地区）
      • 美国
      • 加拿大
      • 墨西哥
      • 北美其他地区
  • 欧洲
    • 欧洲可解释人工智慧市场（按国家/地区）
      • 德国
      • 英国
      • 法国
      • 俄罗斯
      • 西班牙
      • 义大利
      • 其他欧洲国家
  • 亚太地区
    • 亚太地区可解释人工智慧市场（按国家/地区）
      • 中国
      • 日本
      • 印度
      • 韩国
      • 新加坡
      • 马来西亚
      • 其他亚太地区
  • 拉丁美洲、中东和非洲
    • 拉丁美洲、中东和非洲可解释人工智慧市场（按国家/地区）
      • 巴西
      • 阿根廷
      • 阿拉伯聯合大公国
      • 沙乌地阿拉伯
      • 南非
      • 奈及利亚
      • 其他拉丁美洲、中东和非洲

第十二章 公司简介

  • Microsoft Corporation
  • IBM Corporation
  • Google LLC（Alphabet Inc）
  • Salesforce, Inc
  • Intel Corporation
  • NVIDIA Corporation
  • SAS Institute, Inc
  • Databricks, Inc
  • Amazon Web Services, Inc（Amazon.com, Inc.）
  • SAP SE

第十三章 可解释的人工智慧市场成功关键条件

The Global Explainable AI Market size is expected to reach $22.20 billion by 2032, rising at a market growth of 20.4% CAGR during the forecast period.

The IT & telecommunication sector leads the explainable AI market due to its early and extensive adoption of advanced AI technologies for network optimization, cybersecurity, customer service, and fraud detection. The industry's complex data environments require AI models whose decisions can be interpreted and trusted by engineers, clients, and regulators alike. Explainable AI helps these organizations troubleshoot issues, ensure fair decision-making in automated systems, and meet regulatory standards for transparency. The sector's commitment to digital transformation and data-driven decision-making continues to drive robust demand for explainable AI solutions. Thus, the IT & telecommunication segment procured 21% revenue share in the market in 2024.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In May, 2025, IBM Corporation teamed up with AWS, a cloud computing company to deliver agentic AI capabilities, integrating IBM's watsonx Orchestrate with Amazon Q index for enhanced AI decision-making. They offer pre-built domain agents, AI governance tools, and software on AWS Marketplace, enabling scalable, trustworthy, and explainable AI to transform enterprise automation and workflows. Additionally, In May, 2025, SAS Institute Inc. announced the partnership with Microsoft, an IT company to launch AI-driven decision-making tools like SAS Decision Builder and Viya Copilot. These tools integrate AI models within Microsoft Fabric and Azure, enhancing enterprise analytics with transparency, control, and human oversight, while exploring quantum AI's future potential in complex simulations.

Based on the Analysis presented in the KBV Cardinal matrix; Google LLC, Microsoft Corporation, NVIDIA Corporation, and Amazon Web Services, Inc. are the forerunners in the Explainable AI Market. Companies such as Salesforce, Inc., IBM Corporation, and SAP SE are some of the key innovators in Explainable AI Market. In May, 2025, Microsoft Corporation announced the partnership with Accenture, an IT company to deploy Azure AI Foundry, enabling scalable, explainable, and secure generative AI solutions. With over 75 use cases across industries and 16 in production, the platform reduced development time by 50%, boosted efficiency, ensured compliance, and strengthened responsible AI through observability, red teaming, and content safety.

COVID 19 Impact Analysis

During the initial phase of the COVID-19 pandemic, the explainable AI (XAI) market experienced significant setbacks. Many organizations across industries prioritized operational continuity and business survival over innovation and digital transformation. As a result, the adoption of advanced AI solutions, including XAI, slowed considerably. Budget constraints and economic uncertainties forced companies to delay or cancel projects related to AI explainability, as investments were redirected toward more immediate concerns, such as enabling remote work and maintaining core operations. Overall, the COVID-19 crisis resulted in a negative, albeit temporary, impact on the explainable AI market, delaying its anticipated growth trajectory. Thus, the COVID-19 pandemic had negative impact on the market.

Market Growth Factors

One of the most significant drivers propelling the Explainable AI (XAI) market is the increasing global focus on regulatory compliance and transparency requirements across industries. As artificial intelligence systems are being embedded deeper into decision-making processes in sectors such as finance, healthcare, insurance, and the public sector, there is mounting pressure from regulators to ensure these decisions are both fair and understandable. In conclusion, stricter regulations and growing demands for transparency are accelerating Explainable AI adoption, making compliance a key driver in the market.

Additionally, trust is a cornerstone of technological adoption, and in the context of artificial intelligence, it is both vital and elusive. The third major driver for the Explainable AI market is the critical need to build and maintain user trust in AI-powered systems. As AI technologies increasingly influence decisions in everyday life-from loan approvals and medical diagnoses to legal recommendations and personalized marketing-the demand for transparency and understandable reasoning is growing among end-users. Black-box AI models, while powerful, often fail to gain user confidence because stakeholders cannot easily interpret how conclusions are reached or assess their reliability. In conclusion, building trust through explainability is emerging as a critical enabler of AI adoption, empowering users, organizations, and markets to harness the full potential of artificial intelligence with confidence, clarity, and peace of mind.

Market Restraining Factors

However, A fundamental restraint on the widespread adoption of Explainable AI is the persistent trade-off between model explainability and predictive accuracy, particularly in complex, real-world applications. The most accurate AI models today-especially deep learning architectures such as neural networks, ensemble methods like random forests, and advanced gradient boosting algorithms-are often referred to as "black box" models. Their internal workings are highly complex, featuring layers upon layers of parameters and nonlinear transformations that are exceedingly difficult for humans to interpret. While these models typically achieve state-of-the-art performance on tasks ranging from image recognition and natural language processing to fraud detection, their opacity means the rationale behind any specific prediction is largely inscrutable to the end-user. In conclusion, the trade-off between explainability and model accuracy limits where explainable AI can be used, forcing organizations to choose between transparency and optimal performance.

Value Chain Analysis

The Explainable AI (XAI) Market value chain begins with Research & Development (R&D), which focuses on model transparency, fairness, and interpretability. This flows into Technology Development and Integration, where explainability tools and AI algorithms are embedded into systems. Data Acquisition and Management ensures high-quality, unbiased datasets that fuel XAI models. In Productization and Service Development, these technologies are turned into deployable, user-friendly solutions. Sales, Marketing, and Distribution drive adoption, while Regulatory Compliance and Ethics ensure trust, privacy, and fairness. Continuous Customer Support and Feedback feeds back into R&D, fostering iterative innovation.

Market Share Analysis

Deployment Outlook

Based on deployment, the market is characterized into cloud and on-premise. The cloud segment garnered 63% revenue share in the market in 2024. Cloud-based explainable AI solutions offer unparalleled scalability and flexibility, enabling organizations to deploy and manage AI models without the need for extensive on-premise infrastructure. This is especially beneficial for businesses with fluctuating computational requirements, as cloud platforms allow for rapid provisioning of resources based on demand.

Component Outlook

On the basis of component, the market is classified into solution and services. The services segment recorded 19% revenue share in the market in 2024. It plays a vital supporting role in the XAI market. Services include consulting, implementation, integration, maintenance, and training. The demand for these services is being driven by organizations that require expert guidance to select, customize, and optimize XAI solutions for their specific needs. Many enterprises lack in-house expertise in AI explainability, making professional services essential for successful adoption and ongoing management.

Application Outlook

By application, the market is divided into fraud & anomaly detection, drug discovery & diagnostics, predictive maintenance, supply chain management, identity access management & others. The identity access management & others segment held 22% revenue share in the market in 2024. This encompasses a broad range of applications, including cybersecurity, human resources, and regulatory compliance. In IAM, explainable AI helps organizations monitor user behaviors, detect unusual access patterns, and justify access decisions-crucial for maintaining robust security postures and meeting compliance requirements.

End Use Outlook

Based on end-use, the market is segmented into IT & telecommunication, healthcare, BFSI, aerospace & defense, retail & e-commerce, public sector & utilities, automotive, and others. The BFSI segment attained 15% revenue share in the market in 2024. The BFSI segment relies heavily on explainable AI to address regulatory compliance, fraud detection, credit scoring, and risk assessment. Financial institutions face stringent requirements to demonstrate how decisions are made-especially when denying loans, flagging transactions, or making investment recommendations. Explainable AI ensures transparency, reduces bias, and builds trust with both customers and regulators. As digital banking and fintech adoption accelerates, so does the need for AI models that can clearly justify their actions and predictions.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America segment recorded the largest revenue share in the market in 2024. North America dominates the explainable AI market owing to its early adoption of advanced AI technologies, robust investment climate, and a highly developed digital infrastructure. The region is home to many leading technology firms, research institutions, and AI startups, especially in the United States and Canada.

Recent Strategies Deployed in the Market

  • Mar-2025: IBM Corporation unveiled Granite 3.2, an advanced, efficient large language model with enhanced reasoning and vision-language capabilities. It offers cost-effective AI for enterprises, matching larger models in performance. Features include chain of thought reasoning, verbalized confidence for safety, and customization via IBM's Docling toolkit, supporting document-heavy workflows.
  • May-2025: Microsoft Corporation announced the partnership with Accenture, an IT company to deploy Azure AI Foundry, enabling scalable, explainable, and secure generative AI solutions. With over 75 use cases across industries and 16 in production, the platform reduced development time by 50%, boosted efficiency, ensured compliance, and strengthened responsible AI through observability, red teaming, and content safety.
  • May-2025: Microsoft Corporation unveiled AI agent orchestrator, streamlines cancer care by coordinating multimodal healthcare data and workflows like tumor boards. It enhances clinical decisions, integrates with tools like Teams, and offers explainability in AI outputs. Leading medical institutions are exploring its impact on oncology and complex care.
  • May-2025: IBM Corporation teamed up with AWS, a cloud computig company to deliver agentic AI capabilities, integrating IBM's watsonx Orchestrate with Amazon Q index for enhanced AI decision-making. They offer pre-built domain agents, AI governance tools, and software on AWS Marketplace, enabling scalable, trustworthy, and explainable AI to transform enterprise automation and workflows.
  • May-2025: SAS Institute Inc. announced a partnership with Microsoft, an IT company to launch AI-driven decision-making tools like SAS Decision Builder and Viya Copilot. These tools integrate AI models within Microsoft Fabric and Azure, enhancing enterprise analytics with transparency, control, and human oversight, while exploring quantum AI's future potential in complex simulations.
  • Apr-2025: Databricks, Inc. teamed up with Kinaxis, a software company to enhance AI-powered supply chain orchestration. Combining Kinaxis Maestro(TM) with Databricks' platform enables unified data, faster insights, and scalable AI. This collaboration improves supply chain agility, transparency, and decision-making, helping businesses respond swiftly to disruptions with explainable, traceable AI.
  • Feb-2025: Google LLC teamed up with Salesforce, a software company by integrating Google's Gemini AI models into Salesforce's Agentforce platform. This collaboration enhances AI flexibility, trust, and innovation, enabling multimodal capabilities, faster responses, and seamless integration across systems, empowering businesses with advanced automation and improved customer interactions.

List of Key Companies Profiled

  • Microsoft Corporation
  • IBM Corporation
  • Google LLC (Alphabet Inc.)
  • Salesforce, Inc.
  • Intel Corporation
  • NVIDIA Corporation
  • SAS Institute Inc.
  • Databricks, Inc.
  • Amazon Web Services, Inc.
  • SAP SE

Global Explainable AI Market Report Segmentation

By Deployment

  • Cloud
  • On-premise

By Component

  • Solution
  • Services

By Application

  • Fraud & Anomaly Detection
  • Drug Discovery & Diagnostics
  • Predictive Maintenance
  • Supply Chain Management
  • Identity, Access Management & Others

By End-Use

  • IT & Telecommunication
  • Healthcare
  • BFSI
  • Aerospace & Defense
  • Retail & E-commerce
  • Public Sector & Utilities
  • Automotive
  • Other End-use

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
  • Rest of LAMEA

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Explainable AI Market, by Deployment
    • 1.4.2 Global Explainable AI Market, by Component
    • 1.4.3 Global Explainable AI Market, by Application
    • 1.4.4 Global Explainable AI Market, by End-Use
    • 1.4.5 Global Explainable AI Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market at a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints
    • 3.2.3 Market Opportunities
    • 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

  • 4.1 KBV Cardinal Matrix
  • 4.2 Recent Industry Wide Strategic Developments
    • 4.2.1 Partnerships, Collaborations and Agreements
    • 4.2.2 Product Launches and Product Expansions
    • 4.2.3 Acquisition and Mergers
  • 4.3 Market Share Analysis, 2024
  • 4.4 Top Winning Strategies
    • 4.4.1 Key Leading Strategies: Percentage Distribution (2021-2025)
    • 4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2022, Dec - 2025, May) Leading Players
  • 4.5 Porter Five Forces Analysis

Chapter 5. Value Chain Analysis of Explainable AI Market

  • 5.1 Research and Development (R&D)
  • 5.2 Technology Development and Integration
  • 5.3 Data Acquisition and Management
  • 5.4 Productization and Service Development
  • 5.5 Regulatory Compliance and Ethics
  • 5.6 Sales, Marketing, and Distribution
  • 5.7 Customer Support and Feedback

Chapter 6. Key Costumer Criteria - Explainable AI Market

Chapter 7. Global Explainable AI Market by Deployment

  • 7.1 Global Cloud Market by Region
  • 7.2 Global On-premise Market by Region

Chapter 8. Global Explainable AI Market by Component

  • 8.1 Global Solution Market by Region
  • 8.2 Global Services Market by Region

Chapter 9. Global Explainable AI Market by Application

  • 9.1 Global Fraud & Anomaly Detection Market by Region
  • 9.2 Global Drug Discovery & Diagnostics Market by Region
  • 9.3 Global Predictive Maintenance Market by Region
  • 9.4 Global Supply Chain Management Market by Region
  • 9.5 Global Identity, Access Management & Others Market by Region

Chapter 10. Global Explainable AI Market by End-use

  • 10.1 Global IT & Telecommunication Market by Region
  • 10.2 Global Healthcare Market by Region
  • 10.3 Global BFSI Market by Region
  • 10.4 Global Aerospace & Defense Market by Region
  • 10.5 Global Retail & E-commerce Market by Region
  • 10.6 Global Public Sector & Utilities Market by Region
  • 10.7 Global Automotive Market by Region
  • 10.8 Global Other End-use Market by Region

Chapter 11. Global Explainable AI Market by Region

  • 11.1 North America Explainable AI Market
    • 11.1.1 North America Explainable AI Market by Deployment
      • 11.1.1.1 North America Cloud Market by Region
      • 11.1.1.2 North America On-premise Market by Region
    • 11.1.2 North America Explainable AI Market by Component
      • 11.1.2.1 North America Solution Market by Country
      • 11.1.2.2 North America Services Market by Country
    • 11.1.3 North America Explainable AI Market by Application
      • 11.1.3.1 North America Fraud & Anomaly Detection Market by Country
      • 11.1.3.2 North America Drug Discovery & Diagnostics Market by Country
      • 11.1.3.3 North America Predictive Maintenance Market by Country
      • 11.1.3.4 North America Supply Chain Management Market by Country
      • 11.1.3.5 North America Identity, Access Management & Others Market by Country
    • 11.1.4 North America Explainable AI Market by End-use
      • 11.1.4.1 North America IT & Telecommunication Market by Country
      • 11.1.4.2 North America Healthcare Market by Country
      • 11.1.4.3 North America BFSI Market by Country
      • 11.1.4.4 North America Aerospace & Defense Market by Country
      • 11.1.4.5 North America Retail & E-commerce Market by Country
      • 11.1.4.6 North America Public Sector & Utilities Market by Country
      • 11.1.4.7 North America Automotive Market by Country
      • 11.1.4.8 North America Other End-use Market by Country
    • 11.1.5 North America Explainable AI Market by Country
      • 11.1.5.1 US Explainable AI Market
        • 11.1.5.1.1 US Explainable AI Market by Deployment
        • 11.1.5.1.2 US Explainable AI Market by Component
        • 11.1.5.1.3 US Explainable AI Market by Application
        • 11.1.5.1.4 US Explainable AI Market by End-use
      • 11.1.5.2 Canada Explainable AI Market
        • 11.1.5.2.1 Canada Explainable AI Market by Deployment
        • 11.1.5.2.2 Canada Explainable AI Market by Component
        • 11.1.5.2.3 Canada Explainable AI Market by Application
        • 11.1.5.2.4 Canada Explainable AI Market by End-use
      • 11.1.5.3 Mexico Explainable AI Market
        • 11.1.5.3.1 Mexico Explainable AI Market by Deployment
        • 11.1.5.3.2 Mexico Explainable AI Market by Component
        • 11.1.5.3.3 Mexico Explainable AI Market by Application
        • 11.1.5.3.4 Mexico Explainable AI Market by End-use
      • 11.1.5.4 Rest of North America Explainable AI Market
        • 11.1.5.4.1 Rest of North America Explainable AI Market by Deployment
        • 11.1.5.4.2 Rest of North America Explainable AI Market by Component
        • 11.1.5.4.3 Rest of North America Explainable AI Market by Application
        • 11.1.5.4.4 Rest of North America Explainable AI Market by End-use
  • 11.2 Europe Explainable AI Market
    • 11.2.1 Europe Explainable AI Market by Deployment
      • 11.2.1.1 Europe Cloud Market by Country
      • 11.2.1.2 Europe On-premise Market by Country
    • 11.2.2 Europe Explainable AI Market by Component
      • 11.2.2.1 Europe Solution Market by Country
      • 11.2.2.2 Europe Services Market by Country
    • 11.2.3 Europe Explainable AI Market by Application
      • 11.2.3.1 Europe Fraud & Anomaly Detection Market by Country
      • 11.2.3.2 Europe Drug Discovery & Diagnostics Market by Country
      • 11.2.3.3 Europe Predictive Maintenance Market by Country
      • 11.2.3.4 Europe Supply Chain Management Market by Country
      • 11.2.3.5 Europe Identity, Access Management & Others Market by Country
    • 11.2.4 Europe Explainable AI Market by End-use
      • 11.2.4.1 Europe IT & Telecommunication Market by Country
      • 11.2.4.2 Europe Healthcare Market by Country
      • 11.2.4.3 Europe BFSI Market by Country
      • 11.2.4.4 Europe Aerospace & Defense Market by Country
      • 11.2.4.5 Europe Retail & E-commerce Market by Country
      • 11.2.4.6 Europe Public Sector & Utilities Market by Country
      • 11.2.4.7 Europe Automotive Market by Country
      • 11.2.4.8 Europe Other End-use Market by Country
    • 11.2.5 Europe Explainable AI Market by Country
      • 11.2.5.1 Germany Explainable AI Market
        • 11.2.5.1.1 Germany Explainable AI Market by Deployment
        • 11.2.5.1.2 Germany Explainable AI Market by Component
        • 11.2.5.1.3 Germany Explainable AI Market by Application
        • 11.2.5.1.4 Germany Explainable AI Market by End-use
      • 11.2.5.2 UK Explainable AI Market
        • 11.2.5.2.1 UK Explainable AI Market by Deployment
        • 11.2.5.2.2 UK Explainable AI Market by Component
        • 11.2.5.2.3 UK Explainable AI Market by Application
        • 11.2.5.2.4 UK Explainable AI Market by End-use
      • 11.2.5.3 France Explainable AI Market
        • 11.2.5.3.1 France Explainable AI Market by Deployment
        • 11.2.5.3.2 France Explainable AI Market by Component
        • 11.2.5.3.3 France Explainable AI Market by Application
        • 11.2.5.3.4 France Explainable AI Market by End-use
      • 11.2.5.4 Russia Explainable AI Market
        • 11.2.5.4.1 Russia Explainable AI Market by Deployment
        • 11.2.5.4.2 Russia Explainable AI Market by Component
        • 11.2.5.4.3 Russia Explainable AI Market by Application
        • 11.2.5.4.4 Russia Explainable AI Market by End-use
      • 11.2.5.5 Spain Explainable AI Market
        • 11.2.5.5.1 Spain Explainable AI Market by Deployment
        • 11.2.5.5.2 Spain Explainable AI Market by Component
        • 11.2.5.5.3 Spain Explainable AI Market by Application
        • 11.2.5.5.4 Spain Explainable AI Market by End-use
      • 11.2.5.6 Italy Explainable AI Market
        • 11.2.5.6.1 Italy Explainable AI Market by Deployment
        • 11.2.5.6.2 Italy Explainable AI Market by Component
        • 11.2.5.6.3 Italy Explainable AI Market by Application
        • 11.2.5.6.4 Italy Explainable AI Market by End-use
      • 11.2.5.7 Rest of Europe Explainable AI Market
        • 11.2.5.7.1 Rest of Europe Explainable AI Market by Deployment
        • 11.2.5.7.2 Rest of Europe Explainable AI Market by Component
        • 11.2.5.7.3 Rest of Europe Explainable AI Market by Application
        • 11.2.5.7.4 Rest of Europe Explainable AI Market by End-use
  • 11.3 Asia Pacific Explainable AI Market
    • 11.3.1 Asia Pacific Explainable AI Market by Deployment
      • 11.3.1.1 Asia Pacific Cloud Market by Country
      • 11.3.1.2 Asia Pacific On-premise Market by Country
    • 11.3.2 Asia Pacific Explainable AI Market by Component
      • 11.3.2.1 Asia Pacific Solution Market by Country
      • 11.3.2.2 Asia Pacific Services Market by Country
    • 11.3.3 Asia Pacific Explainable AI Market by Application
      • 11.3.3.1 Asia Pacific Fraud & Anomaly Detection Market by Country
      • 11.3.3.2 Asia Pacific Drug Discovery & Diagnostics Market by Country
      • 11.3.3.3 Asia Pacific Predictive Maintenance Market by Country
      • 11.3.3.4 Asia Pacific Supply Chain Management Market by Country
      • 11.3.3.5 Asia Pacific Identity, Access Management & Others Market by Country
    • 11.3.4 Asia Pacific Explainable AI Market by End-use
      • 11.3.4.1 Asia Pacific IT & Telecommunication Market by Country
      • 11.3.4.2 Asia Pacific Healthcare Market by Country
      • 11.3.4.3 Asia Pacific BFSI Market by Country
      • 11.3.4.4 Asia Pacific Aerospace & Defense Market by Country
      • 11.3.4.5 Asia Pacific Retail & E-commerce Market by Country
      • 11.3.4.6 Asia Pacific Public Sector & Utilities Market by Country
      • 11.3.4.7 Asia Pacific Automotive Market by Country
      • 11.3.4.8 Asia Pacific Other End-use Market by Country
    • 11.3.5 Asia Pacific Explainable AI Market by Country
      • 11.3.5.1 China Explainable AI Market
        • 11.3.5.1.1 China Explainable AI Market by Deployment
        • 11.3.5.1.2 China Explainable AI Market by Component
        • 11.3.5.1.3 China Explainable AI Market by Application
        • 11.3.5.1.4 China Explainable AI Market by End-use
      • 11.3.5.2 Japan Explainable AI Market
        • 11.3.5.2.1 Japan Explainable AI Market by Deployment
        • 11.3.5.2.2 Japan Explainable AI Market by Component
        • 11.3.5.2.3 Japan Explainable AI Market by Application
        • 11.3.5.2.4 Japan Explainable AI Market by End-use
      • 11.3.5.3 India Explainable AI Market
        • 11.3.5.3.1 India Explainable AI Market by Deployment
        • 11.3.5.3.2 India Explainable AI Market by Component
        • 11.3.5.3.3 India Explainable AI Market by Application
        • 11.3.5.3.4 India Explainable AI Market by End-use
      • 11.3.5.4 South Korea Explainable AI Market
        • 11.3.5.4.1 South Korea Explainable AI Market by Deployment
        • 11.3.5.4.2 South Korea Explainable AI Market by Component
        • 11.3.5.4.3 South Korea Explainable AI Market by Application
        • 11.3.5.4.4 South Korea Explainable AI Market by End-use
      • 11.3.5.5 Singapore Explainable AI Market
        • 11.3.5.5.1 Singapore Explainable AI Market by Deployment
        • 11.3.5.5.2 Singapore Explainable AI Market by Component
        • 11.3.5.5.3 Singapore Explainable AI Market by Application
        • 11.3.5.5.4 Singapore Explainable AI Market by End-use
      • 11.3.5.6 Malaysia Explainable AI Market
        • 11.3.5.6.1 Malaysia Explainable AI Market by Deployment
        • 11.3.5.6.2 Malaysia Explainable AI Market by Component
        • 11.3.5.6.3 Malaysia Explainable AI Market by Application
        • 11.3.5.6.4 Malaysia Explainable AI Market by End-use
      • 11.3.5.7 Rest of Asia Pacific Explainable AI Market
        • 11.3.5.7.1 Rest of Asia Pacific Explainable AI Market by Deployment
        • 11.3.5.7.2 Rest of Asia Pacific Explainable AI Market by Component
        • 11.3.5.7.3 Rest of Asia Pacific Explainable AI Market by Application
        • 11.3.5.7.4 Rest of Asia Pacific Explainable AI Market by End-use
  • 11.4 LAMEA Explainable AI Market
    • 11.4.1 LAMEA Explainable AI Market by Deployment
      • 11.4.1.1 LAMEA Cloud Market by Country
      • 11.4.1.2 LAMEA On-premise Market by Country
    • 11.4.2 LAMEA Explainable AI Market by Component
      • 11.4.2.1 LAMEA Solution Market by Country
      • 11.4.2.2 LAMEA Services Market by Country
    • 11.4.3 LAMEA Explainable AI Market by Application
      • 11.4.3.1 LAMEA Fraud & Anomaly Detection Market by Country
      • 11.4.3.2 LAMEA Drug Discovery & Diagnostics Market by Country
      • 11.4.3.3 LAMEA Predictive Maintenance Market by Country
      • 11.4.3.4 LAMEA Supply Chain Management Market by Country
      • 11.4.3.5 LAMEA Identity, Access Management & Others Market by Country
    • 11.4.4 LAMEA Explainable AI Market by End-use
      • 11.4.4.1 LAMEA IT & Telecommunication Market by Country
      • 11.4.4.2 LAMEA Healthcare Market by Country
      • 11.4.4.3 LAMEA BFSI Market by Country
      • 11.4.4.4 LAMEA Aerospace & Defense Market by Country
      • 11.4.4.5 LAMEA Retail & E-commerce Market by Country
      • 11.4.4.6 LAMEA Public Sector & Utilities Market by Country
      • 11.4.4.7 LAMEA Automotive Market by Country
      • 11.4.4.8 LAMEA Other End-use Market by Country
    • 11.4.5 LAMEA Explainable AI Market by Country
      • 11.4.5.1 Brazil Explainable AI Market
        • 11.4.5.1.1 Brazil Explainable AI Market by Deployment
        • 11.4.5.1.2 Brazil Explainable AI Market by Component
        • 11.4.5.1.3 Brazil Explainable AI Market by Application
        • 11.4.5.1.4 Brazil Explainable AI Market by End-use
      • 11.4.5.2 Argentina Explainable AI Market
        • 11.4.5.2.1 Argentina Explainable AI Market by Deployment
        • 11.4.5.2.2 Argentina Explainable AI Market by Component
        • 11.4.5.2.3 Argentina Explainable AI Market by Application
        • 11.4.5.2.4 Argentina Explainable AI Market by End-use
      • 11.4.5.3 UAE Explainable AI Market
        • 11.4.5.3.1 UAE Explainable AI Market by Deployment
        • 11.4.5.3.2 UAE Explainable AI Market by Component
        • 11.4.5.3.3 UAE Explainable AI Market by Application
        • 11.4.5.3.4 UAE Explainable AI Market by End-use
      • 11.4.5.4 Saudi Arabia Explainable AI Market
        • 11.4.5.4.1 Saudi Arabia Explainable AI Market by Deployment
        • 11.4.5.4.2 Saudi Arabia Explainable AI Market by Component
        • 11.4.5.4.3 Saudi Arabia Explainable AI Market by Application
        • 11.4.5.4.4 Saudi Arabia Explainable AI Market by End-use
      • 11.4.5.5 South Africa Explainable AI Market
        • 11.4.5.5.1 South Africa Explainable AI Market by Deployment
        • 11.4.5.5.2 South Africa Explainable AI Market by Component
        • 11.4.5.5.3 South Africa Explainable AI Market by Application
        • 11.4.5.5.4 South Africa Explainable AI Market by End-use
      • 11.4.5.6 Nigeria Explainable AI Market
        • 11.4.5.6.1 Nigeria Explainable AI Market by Deployment
        • 11.4.5.6.2 Nigeria Explainable AI Market by Component
        • 11.4.5.6.3 Nigeria Explainable AI Market by Application
        • 11.4.5.6.4 Nigeria Explainable AI Market by End-use
      • 11.4.5.7 Rest of LAMEA Explainable AI Market
        • 11.4.5.7.1 Rest of LAMEA Explainable AI Market by Deployment
        • 11.4.5.7.2 Rest of LAMEA Explainable AI Market by Component
        • 11.4.5.7.3 Rest of LAMEA Explainable AI Market by Application
        • 11.4.5.7.4 Rest of LAMEA Explainable AI Market by End-use

Chapter 12. Company Profiles

  • 12.1 Microsoft Corporation
    • 12.1.1 Company Overview
    • 12.1.2 Financial Analysis
    • 12.1.3 Segmental and Regional Analysis
    • 12.1.4 Research & Development Expenses
    • 12.1.5 Recent strategies and developments:
      • 12.1.5.1 Partnerships, Collaborations, and Agreements:
      • 12.1.5.2 Product Launches and Product Expansions:
    • 12.1.6 SWOT Analysis
  • 12.2 IBM Corporation
    • 12.2.1 Company Overview
    • 12.2.2 Financial Analysis
    • 12.2.3 Regional & Segmental Analysis
    • 12.2.4 Research & Development Expenses
    • 12.2.5 Recent strategies and developments:
      • 12.2.5.1 Partnerships, Collaborations, and Agreements:
      • 12.2.5.2 Product Launches and Product Expansions:
      • 12.2.5.3 Acquisition and Mergers:
    • 12.2.6 SWOT Analysis
  • 12.3 Google LLC (Alphabet Inc.)
    • 12.3.1 Company Overview
    • 12.3.2 Financial Analysis
    • 12.3.3 Segmental and Regional Analysis
    • 12.3.4 Research & Development Expenses
    • 12.3.5 Recent strategies and developments:
      • 12.3.5.1 Partnerships, Collaborations, and Agreements:
    • 12.3.6 SWOT Analysis
  • 12.4 Salesforce, Inc.
    • 12.4.1 Company Overview
    • 12.4.2 Financial Analysis
    • 12.4.3 Regional Analysis
    • 12.4.4 Research & Development Expenses
    • 12.4.5 SWOT Analysis
  • 12.5 Intel Corporation
    • 12.5.1 Company Overview
    • 12.5.2 Financial Analysis
    • 12.5.3 Segmental and Regional Analysis
    • 12.5.4 Research & Development Expenses
    • 12.5.5 Recent strategies and developments:
      • 12.5.5.1 Partnerships, Collaborations, and Agreements:
    • 12.5.6 SWOT Analysis
  • 12.6 NVIDIA Corporation
    • 12.6.1 Company Overview
    • 12.6.2 Financial Analysis
    • 12.6.3 Segmental and Regional Analysis
    • 12.6.4 Research & Development Expenses
    • 12.6.5 Recent strategies and developments:
      • 12.6.5.1 Partnerships, Collaborations, and Agreements:
    • 12.6.6 SWOT Analysis
  • 12.7 SAS Institute, Inc.
    • 12.7.1 Company Overview
    • 12.7.2 Recent strategies and developments:
      • 12.7.2.1 Partnerships, Collaborations, and Agreements:
    • 12.7.3 SWOT Analysis
  • 12.8 Databricks, Inc.
    • 12.8.1 Company Overview
    • 12.8.2 Recent strategies and developments:
      • 12.8.2.1 Partnerships, Collaborations, and Agreements:
  • 12.9 Amazon Web Services, Inc. (Amazon.com, Inc.)
    • 12.9.1 Company Overview
    • 12.9.2 Financial Analysis
    • 12.9.3 Segmental and Regional Analysis
    • 12.9.4 SWOT Analysis
  • 12.10. SAP SE
    • 12.10.1 Company Overview
    • 12.10.2 Financial Analysis
    • 12.10.3 Regional Analysis
    • 12.10.4 Research & Development Expense
    • 12.10.5 Recent strategies and developments:
      • 12.10.5.1 Partnerships, Collaborations, and Agreements:
    • 12.10.6 SWOT Analysis

Chapter 13. Winning Imperatives of Explainable AI Market

LIST OF TABLES

  • TABLE 1 Global Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 2 Global Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- Explainable AI Market
  • TABLE 4 Product Launches And Product Expansions- Explainable AI Market
  • TABLE 5 Acquisition and Mergers- Explainable AI Market
  • TABLE 6 Key Costumer Criteria - Explainable AI Market
  • TABLE 7 Global Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 8 Global Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 9 Global Cloud Market by Region, 2021 - 2024, USD Million
  • TABLE 10 Global Cloud Market by Region, 2025 - 2032, USD Million
  • TABLE 11 Global On-premise Market by Region, 2021 - 2024, USD Million
  • TABLE 12 Global On-premise Market by Region, 2025 - 2032, USD Million
  • TABLE 13 Use Case 1: Explainable AI in Cloud Deployment
  • TABLE 14 Use Case 2: Explainable AI in On-Premise Deployment
  • TABLE 15 Global Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 16 Global Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 17 Global Solution Market by Region, 2021 - 2024, USD Million
  • TABLE 18 Global Solution Market by Region, 2025 - 2032, USD Million
  • TABLE 19 Global Services Market by Region, 2021 - 2024, USD Million
  • TABLE 20 Global Services Market by Region, 2025 - 2032, USD Million
  • TABLE 21 Use Case 3: Explainable AI Solutions
  • TABLE 22 Use Case 4: Explainable AI Services
  • TABLE 23 Global Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 24 Global Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 25 Global Fraud & Anomaly Detection Market by Region, 2021 - 2024, USD Million
  • TABLE 26 Global Fraud & Anomaly Detection Market by Region, 2025 - 2032, USD Million
  • TABLE 27 Global Drug Discovery & Diagnostics Market by Region, 2021 - 2024, USD Million
  • TABLE 28 Global Drug Discovery & Diagnostics Market by Region, 2025 - 2032, USD Million
  • TABLE 29 Global Predictive Maintenance Market by Region, 2021 - 2024, USD Million
  • TABLE 30 Global Predictive Maintenance Market by Region, 2025 - 2032, USD Million
  • TABLE 31 Global Supply Chain Management Market by Region, 2021 - 2024, USD Million
  • TABLE 32 Global Supply Chain Management Market by Region, 2025 - 2032, USD Million
  • TABLE 33 Global Identity, Access Management & Others Market by Region, 2021 - 2024, USD Million
  • TABLE 34 Global Identity, Access Management & Others Market by Region, 2025 - 2032, USD Million
  • TABLE 35 Use Case 5: Explainable AI for Fraud & Anomaly Detection
  • TABLE 36 Use Case 6: Explainable AI in Drug Discovery & Diagnostics
  • TABLE 37 Use Case 7: Explainable AI for Predictive Maintenance in Manufacturing
  • TABLE 38 Use Case 9: Explainable AI for Identity Access Management
  • TABLE 39 Use Case 10: Explainable AI - Other Applications
  • TABLE 40 Global Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 41 Global Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 42 Global IT & Telecommunication Market by Region, 2021 - 2024, USD Million
  • TABLE 43 Global IT & Telecommunication Market by Region, 2025 - 2032, USD Million
  • TABLE 44 Global Healthcare Market by Region, 2021 - 2024, USD Million
  • TABLE 45 Global Healthcare Market by Region, 2025 - 2032, USD Million
  • TABLE 46 Global BFSI Market by Region, 2021 - 2024, USD Million
  • TABLE 47 Global BFSI Market by Region, 2025 - 2032, USD Million
  • TABLE 48 Global Aerospace & Defense Market by Region, 2021 - 2024, USD Million
  • TABLE 49 Global Aerospace & Defense Market by Region, 2025 - 2032, USD Million
  • TABLE 50 Global Retail & E-commerce Market by Region, 2021 - 2024, USD Million
  • TABLE 51 Global Retail & E-commerce Market by Region, 2025 - 2032, USD Million
  • TABLE 52 Global Public Sector & Utilities Market by Region, 2021 - 2024, USD Million
  • TABLE 53 Global Public Sector & Utilities Market by Region, 2025 - 2032, USD Million
  • TABLE 54 Global Automotive Market by Region, 2021 - 2024, USD Million
  • TABLE 55 Global Automotive Market by Region, 2025 - 2032, USD Million
  • TABLE 56 Global Other End-use Market by Region, 2021 - 2024, USD Million
  • TABLE 57 Global Other End-use Market by Region, 2025 - 2032, USD Million
  • TABLE 58 Global Explainable AI Market by Region, 2021 - 2024, USD Million
  • TABLE 59 Global Explainable AI Market by Region, 2025 - 2032, USD Million
  • TABLE 60 North America Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 61 North America Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 62 North America Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 63 North America Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 64 North America Cloud Market by Region, 2021 - 2024, USD Million
  • TABLE 65 North America Cloud Market by Region, 2025 - 2032, USD Million
  • TABLE 66 North America On-premise Market by Region, 2021 - 2024, USD Million
  • TABLE 67 North America On-premise Market by Region, 2025 - 2032, USD Million
  • TABLE 68 North America Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 69 North America Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 70 North America Solution Market by Country, 2021 - 2024, USD Million
  • TABLE 71 North America Solution Market by Country, 2025 - 2032, USD Million
  • TABLE 72 North America Services Market by Country, 2021 - 2024, USD Million
  • TABLE 73 North America Services Market by Country, 2025 - 2032, USD Million
  • TABLE 74 North America Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 75 North America Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 76 North America Fraud & Anomaly Detection Market by Country, 2021 - 2024, USD Million
  • TABLE 77 North America Fraud & Anomaly Detection Market by Country, 2025 - 2032, USD Million
  • TABLE 78 North America Drug Discovery & Diagnostics Market by Country, 2021 - 2024, USD Million
  • TABLE 79 North America Drug Discovery & Diagnostics Market by Country, 2025 - 2032, USD Million
  • TABLE 80 North America Predictive Maintenance Market by Country, 2021 - 2024, USD Million
  • TABLE 81 North America Predictive Maintenance Market by Country, 2025 - 2032, USD Million
  • TABLE 82 North America Supply Chain Management Market by Country, 2021 - 2024, USD Million
  • TABLE 83 North America Supply Chain Management Market by Country, 2025 - 2032, USD Million
  • TABLE 84 North America Identity, Access Management & Others Market by Country, 2021 - 2024, USD Million
  • TABLE 85 North America Identity, Access Management & Others Market by Country, 2025 - 2032, USD Million
  • TABLE 86 North America Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 87 North America Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 88 North America IT & Telecommunication Market by Country, 2021 - 2024, USD Million
  • TABLE 89 North America IT & Telecommunication Market by Country, 2025 - 2032, USD Million
  • TABLE 90 North America Healthcare Market by Country, 2021 - 2024, USD Million
  • TABLE 91 North America Healthcare Market by Country, 2025 - 2032, USD Million
  • TABLE 92 North America BFSI Market by Country, 2021 - 2024, USD Million
  • TABLE 93 North America BFSI Market by Country, 2025 - 2032, USD Million
  • TABLE 94 North America Aerospace & Defense Market by Country, 2021 - 2024, USD Million
  • TABLE 95 North America Aerospace & Defense Market by Country, 2025 - 2032, USD Million
  • TABLE 96 North America Retail & E-commerce Market by Country, 2021 - 2024, USD Million
  • TABLE 97 North America Retail & E-commerce Market by Country, 2025 - 2032, USD Million
  • TABLE 98 North America Public Sector & Utilities Market by Country, 2021 - 2024, USD Million
  • TABLE 99 North America Public Sector & Utilities Market by Country, 2025 - 2032, USD Million
  • TABLE 100 North America Automotive Market by Country, 2021 - 2024, USD Million
  • TABLE 101 North America Automotive Market by Country, 2025 - 2032, USD Million
  • TABLE 102 North America Other End-use Market by Country, 2021 - 2024, USD Million
  • TABLE 103 North America Other End-use Market by Country, 2025 - 2032, USD Million
  • TABLE 104 North America Explainable AI Market by Country, 2021 - 2024, USD Million
  • TABLE 105 North America Explainable AI Market by Country, 2025 - 2032, USD Million
  • TABLE 106 US Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 107 US Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 108 US Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 109 US Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 110 US Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 111 US Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 112 US Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 113 US Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 114 US Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 115 US Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 116 Canada Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 117 Canada Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 118 Canada Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 119 Canada Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 120 Canada Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 121 Canada Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 122 Canada Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 123 Canada Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 124 Canada Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 125 Canada Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 126 Mexico Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 127 Mexico Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 128 Mexico Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 129 Mexico Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 130 Mexico Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 131 Mexico Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 132 Mexico Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 133 Mexico Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 134 Mexico Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 135 Mexico Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 136 Rest of North America Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 137 Rest of North America Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 138 Rest of North America Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 139 Rest of North America Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 140 Rest of North America Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 141 Rest of North America Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 142 Rest of North America Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 143 Rest of North America Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 144 Rest of North America Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 145 Rest of North America Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 146 Europe Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 147 Europe Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 148 Europe Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 149 Europe Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 150 Europe Cloud Market by Country, 2021 - 2024, USD Million
  • TABLE 151 Europe Cloud Market by Country, 2025 - 2032, USD Million
  • TABLE 152 Europe On-premise Market by Country, 2021 - 2024, USD Million
  • TABLE 153 Europe On-premise Market by Country, 2025 - 2032, USD Million
  • TABLE 154 Europe Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 155 Europe Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 156 Europe Solution Market by Country, 2021 - 2024, USD Million
  • TABLE 157 Europe Solution Market by Country, 2025 - 2032, USD Million
  • TABLE 158 Europe Services Market by Country, 2021 - 2024, USD Million
  • TABLE 159 Europe Services Market by Country, 2025 - 2032, USD Million
  • TABLE 160 Europe Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 161 Europe Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 162 Europe Fraud & Anomaly Detection Market by Country, 2021 - 2024, USD Million
  • TABLE 163 Europe Fraud & Anomaly Detection Market by Country, 2025 - 2032, USD Million
  • TABLE 164 Europe Drug Discovery & Diagnostics Market by Country, 2021 - 2024, USD Million
  • TABLE 165 Europe Drug Discovery & Diagnostics Market by Country, 2025 - 2032, USD Million
  • TABLE 166 Europe Predictive Maintenance Market by Country, 2021 - 2024, USD Million
  • TABLE 167 Europe Predictive Maintenance Market by Country, 2025 - 2032, USD Million
  • TABLE 168 Europe Supply Chain Management Market by Country, 2021 - 2024, USD Million
  • TABLE 169 Europe Supply Chain Management Market by Country, 2025 - 2032, USD Million
  • TABLE 170 Europe Identity, Access Management & Others Market by Country, 2021 - 2024, USD Million
  • TABLE 171 Europe Identity, Access Management & Others Market by Country, 2025 - 2032, USD Million
  • TABLE 172 Europe Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 173 Europe Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 174 Europe IT & Telecommunication Market by Country, 2021 - 2024, USD Million
  • TABLE 175 Europe IT & Telecommunication Market by Country, 2025 - 2032, USD Million
  • TABLE 176 Europe Healthcare Market by Country, 2021 - 2024, USD Million
  • TABLE 177 Europe Healthcare Market by Country, 2025 - 2032, USD Million
  • TABLE 178 Europe BFSI Market by Country, 2021 - 2024, USD Million
  • TABLE 179 Europe BFSI Market by Country, 2025 - 2032, USD Million
  • TABLE 180 Europe Aerospace & Defense Market by Country, 2021 - 2024, USD Million
  • TABLE 181 Europe Aerospace & Defense Market by Country, 2025 - 2032, USD Million
  • TABLE 182 Europe Retail & E-commerce Market by Country, 2021 - 2024, USD Million
  • TABLE 183 Europe Retail & E-commerce Market by Country, 2025 - 2032, USD Million
  • TABLE 184 Europe Public Sector & Utilities Market by Country, 2021 - 2024, USD Million
  • TABLE 185 Europe Public Sector & Utilities Market by Country, 2025 - 2032, USD Million
  • TABLE 186 Europe Automotive Market by Country, 2021 - 2024, USD Million
  • TABLE 187 Europe Automotive Market by Country, 2025 - 2032, USD Million
  • TABLE 188 Europe Other End-use Market by Country, 2021 - 2024, USD Million
  • TABLE 189 Europe Other End-use Market by Country, 2025 - 2032, USD Million
  • TABLE 190 Europe Explainable AI Market by Country, 2021 - 2024, USD Million
  • TABLE 191 Europe Explainable AI Market by Country, 2025 - 2032, USD Million
  • TABLE 192 Germany Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 193 Germany Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 194 Germany Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 195 Germany Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 196 Germany Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 197 Germany Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 198 Germany Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 199 Germany Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 200 Germany Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 201 Germany Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 202 UK Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 203 UK Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 204 UK Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 205 UK Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 206 UK Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 207 UK Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 208 UK Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 209 UK Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 210 UK Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 211 UK Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 212 France Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 213 France Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 214 France Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 215 France Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 216 France Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 217 France Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 218 France Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 219 France Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 220 France Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 221 France Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 222 Russia Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 223 Russia Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 224 Russia Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 225 Russia Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 226 Russia Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 227 Russia Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 228 Russia Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 229 Russia Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 230 Russia Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 231 Russia Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 232 Spain Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 233 Spain Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 234 Spain Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 235 Spain Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 236 Spain Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 237 Spain Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 238 Spain Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 239 Spain Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 240 Spain Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 241 Spain Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 242 Italy Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 243 Italy Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 244 Italy Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 245 Italy Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 246 Italy Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 247 Italy Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 248 Italy Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 249 Italy Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 250 Italy Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 251 Italy Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 252 Rest of Europe Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 253 Rest of Europe Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 254 Rest of Europe Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 255 Rest of Europe Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 256 Rest of Europe Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 257 Rest of Europe Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 258 Rest of Europe Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 259 Rest of Europe Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 260 Rest of Europe Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 261 Rest of Europe Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 262 Asia Pacific Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 263 Asia Pacific Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 264 Asia Pacific Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 265 Asia Pacific Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 266 Asia Pacific Cloud Market by Country, 2021 - 2024, USD Million
  • TABLE 267 Asia Pacific Cloud Market by Country, 2025 - 2032, USD Million
  • TABLE 268 Asia Pacific On-premise Market by Country, 2021 - 2024, USD Million
  • TABLE 269 Asia Pacific On-premise Market by Country, 2025 - 2032, USD Million
  • TABLE 270 Asia Pacific Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 271 Asia Pacific Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 272 Asia Pacific Solution Market by Country, 2021 - 2024, USD Million
  • TABLE 273 Asia Pacific Solution Market by Country, 2025 - 2032, USD Million
  • TABLE 274 Asia Pacific Services Market by Country, 2021 - 2024, USD Million
  • TABLE 275 Asia Pacific Services Market by Country, 2025 - 2032, USD Million
  • TABLE 276 Asia Pacific Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 277 Asia Pacific Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 278 Asia Pacific Fraud & Anomaly Detection Market by Country, 2021 - 2024, USD Million
  • TABLE 279 Asia Pacific Fraud & Anomaly Detection Market by Country, 2025 - 2032, USD Million
  • TABLE 280 Asia Pacific Drug Discovery & Diagnostics Market by Country, 2021 - 2024, USD Million
  • TABLE 281 Asia Pacific Drug Discovery & Diagnostics Market by Country, 2025 - 2032, USD Million
  • TABLE 282 Asia Pacific Predictive Maintenance Market by Country, 2021 - 2024, USD Million
  • TABLE 283 Asia Pacific Predictive Maintenance Market by Country, 2025 - 2032, USD Million
  • TABLE 284 Asia Pacific Supply Chain Management Market by Country, 2021 - 2024, USD Million
  • TABLE 285 Asia Pacific Supply Chain Management Market by Country, 2025 - 2032, USD Million
  • TABLE 286 Asia Pacific Identity, Access Management & Others Market by Country, 2021 - 2024, USD Million
  • TABLE 287 Asia Pacific Identity, Access Management & Others Market by Country, 2025 - 2032, USD Million
  • TABLE 288 Asia Pacific Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 289 Asia Pacific Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 290 Asia Pacific IT & Telecommunication Market by Country, 2021 - 2024, USD Million
  • TABLE 291 Asia Pacific IT & Telecommunication Market by Country, 2025 - 2032, USD Million
  • TABLE 292 Asia Pacific Healthcare Market by Country, 2021 - 2024, USD Million
  • TABLE 293 Asia Pacific Healthcare Market by Country, 2025 - 2032, USD Million
  • TABLE 294 Asia Pacific BFSI Market by Country, 2021 - 2024, USD Million
  • TABLE 295 Asia Pacific BFSI Market by Country, 2025 - 2032, USD Million
  • TABLE 296 Asia Pacific Aerospace & Defense Market by Country, 2021 - 2024, USD Million
  • TABLE 297 Asia Pacific Aerospace & Defense Market by Country, 2025 - 2032, USD Million
  • TABLE 298 Asia Pacific Retail & E-commerce Market by Country, 2021 - 2024, USD Million
  • TABLE 299 Asia Pacific Retail & E-commerce Market by Country, 2025 - 2032, USD Million
  • TABLE 300 Asia Pacific Public Sector & Utilities Market by Country, 2021 - 2024, USD Million
  • TABLE 301 Asia Pacific Public Sector & Utilities Market by Country, 2025 - 2032, USD Million
  • TABLE 302 Asia Pacific Automotive Market by Country, 2021 - 2024, USD Million
  • TABLE 303 Asia Pacific Automotive Market by Country, 2025 - 2032, USD Million
  • TABLE 304 Asia Pacific Other End-use Market by Country, 2021 - 2024, USD Million
  • TABLE 305 Asia Pacific Other End-use Market by Country, 2025 - 2032, USD Million
  • TABLE 306 Asia Pacific Explainable AI Market by Country, 2021 - 2024, USD Million
  • TABLE 307 Asia Pacific Explainable AI Market by Country, 2025 - 2032, USD Million
  • TABLE 308 China Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 309 China Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 310 China Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 311 China Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 312 China Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 313 China Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 314 China Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 315 China Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 316 China Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 317 China Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 318 Japan Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 319 Japan Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 320 Japan Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 321 Japan Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 322 Japan Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 323 Japan Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 324 Japan Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 325 Japan Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 326 Japan Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 327 Japan Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 328 India Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 329 India Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 330 India Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 331 India Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 332 India Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 333 India Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 334 India Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 335 India Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 336 India Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 337 India Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 338 South Korea Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 339 South Korea Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 340 South Korea Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 341 South Korea Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 342 South Korea Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 343 South Korea Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 344 South Korea Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 345 South Korea Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 346 South Korea Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 347 South Korea Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 348 Singapore Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 349 Singapore Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 350 Singapore Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 351 Singapore Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 352 Singapore Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 353 Singapore Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 354 Singapore Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 355 Singapore Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 356 Singapore Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 357 Singapore Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 358 Malaysia Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 359 Malaysia Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 360 Malaysia Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 361 Malaysia Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 362 Malaysia Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 363 Malaysia Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 364 Malaysia Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 365 Malaysia Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 366 Malaysia Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 367 Malaysia Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 368 Rest of Asia Pacific Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 369 Rest of Asia Pacific Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 370 Rest of Asia Pacific Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 371 Rest of Asia Pacific Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 372 Rest of Asia Pacific Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 373 Rest of Asia Pacific Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 374 Rest of Asia Pacific Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 375 Rest of Asia Pacific Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 376 Rest of Asia Pacific Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 377 Rest of Asia Pacific Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 378 LAMEA Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 379 LAMEA Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 380 LAMEA Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 381 LAMEA Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 382 LAMEA Cloud Market by Country, 2021 - 2024, USD Million
  • TABLE 383 LAMEA Cloud Market by Country, 2025 - 2032, USD Million
  • TABLE 384 LAMEA On-premise Market by Country, 2021 - 2024, USD Million
  • TABLE 385 LAMEA On-premise Market by Country, 2025 - 2032, USD Million
  • TABLE 386 LAMEA Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 387 LAMEA Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 388 LAMEA Solution Market by Country, 2021 - 2024, USD Million
  • TABLE 389 LAMEA Solution Market by Country, 2025 - 2032, USD Million
  • TABLE 390 LAMEA Services Market by Country, 2021 - 2024, USD Million
  • TABLE 391 LAMEA Services Market by Country, 2025 - 2032, USD Million
  • TABLE 392 LAMEA Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 393 LAMEA Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 394 LAMEA Fraud & Anomaly Detection Market by Country, 2021 - 2024, USD Million
  • TABLE 395 LAMEA Fraud & Anomaly Detection Market by Country, 2025 - 2032, USD Million
  • TABLE 396 LAMEA Drug Discovery & Diagnostics Market by Country, 2021 - 2024, USD Million
  • TABLE 397 LAMEA Drug Discovery & Diagnostics Market by Country, 2025 - 2032, USD Million
  • TABLE 398 LAMEA Predictive Maintenance Market by Country, 2021 - 2024, USD Million
  • TABLE 399 LAMEA Predictive Maintenance Market by Country, 2025 - 2032, USD Million
  • TABLE 400 LAMEA Supply Chain Management Market by Country, 2021 - 2024, USD Million
  • TABLE 401 LAMEA Supply Chain Management Market by Country, 2025 - 2032, USD Million
  • TABLE 402 LAMEA Identity, Access Management & Others Market by Country, 2021 - 2024, USD Million
  • TABLE 403 LAMEA Identity, Access Management & Others Market by Country, 2025 - 2032, USD Million
  • TABLE 404 LAMEA Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 405 LAMEA Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 406 LAMEA IT & Telecommunication Market by Country, 2021 - 2024, USD Million
  • TABLE 407 LAMEA IT & Telecommunication Market by Country, 2025 - 2032, USD Million
  • TABLE 408 LAMEA Healthcare Market by Country, 2021 - 2024, USD Million
  • TABLE 409 LAMEA Healthcare Market by Country, 2025 - 2032, USD Million
  • TABLE 410 LAMEA BFSI Market by Country, 2021 - 2024, USD Million
  • TABLE 411 LAMEA BFSI Market by Country, 2025 - 2032, USD Million
  • TABLE 412 LAMEA Aerospace & Defense Market by Country, 2021 - 2024, USD Million
  • TABLE 413 LAMEA Aerospace & Defense Market by Country, 2025 - 2032, USD Million
  • TABLE 414 LAMEA Retail & E-commerce Market by Country, 2021 - 2024, USD Million
  • TABLE 415 LAMEA Retail & E-commerce Market by Country, 2025 - 2032, USD Million
  • TABLE 416 LAMEA Public Sector & Utilities Market by Country, 2021 - 2024, USD Million
  • TABLE 417 LAMEA Public Sector & Utilities Market by Country, 2025 - 2032, USD Million
  • TABLE 418 LAMEA Automotive Market by Country, 2021 - 2024, USD Million
  • TABLE 419 LAMEA Automotive Market by Country, 2025 - 2032, USD Million
  • TABLE 420 LAMEA Other End-use Market by Country, 2021 - 2024, USD Million
  • TABLE 421 LAMEA Other End-use Market by Country, 2025 - 2032, USD Million
  • TABLE 422 LAMEA Explainable AI Market by Country, 2021 - 2024, USD Million
  • TABLE 423 LAMEA Explainable AI Market by Country, 2025 - 2032, USD Million
  • TABLE 424 Brazil Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 425 Brazil Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 426 Brazil Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 427 Brazil Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 428 Brazil Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 429 Brazil Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 430 Brazil Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 431 Brazil Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 432 Brazil Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 433 Brazil Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 434 Argentina Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 435 Argentina Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 436 Argentina Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 437 Argentina Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 438 Argentina Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 439 Argentina Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 440 Argentina Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 441 Argentina Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 442 Argentina Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 443 Argentina Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 444 UAE Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 445 UAE Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 446 UAE Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 447 UAE Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 448 UAE Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 449 UAE Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 450 UAE Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 451 UAE Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 452 UAE Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 453 UAE Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 454 Saudi Arabia Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 455 Saudi Arabia Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 456 Saudi Arabia Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 457 Saudi Arabia Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 458 Saudi Arabia Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 459 Saudi Arabia Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 460 Saudi Arabia Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 461 Saudi Arabia Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 462 Saudi Arabia Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 463 Saudi Arabia Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 464 South Africa Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 465 South Africa Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 466 South Africa Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 467 South Africa Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 468 South Africa Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 469 South Africa Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 470 South Africa Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 471 South Africa Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 472 South Africa Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 473 South Africa Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 474 Nigeria Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 475 Nigeria Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 476 Nigeria Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 477 Nigeria Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 478 Nigeria Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 479 Nigeria Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 480 Nigeria Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 481 Nigeria Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 482 Nigeria Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 483 Nigeria Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 484 Rest of LAMEA Explainable AI Market, 2021 - 2024, USD Million
  • TABLE 485 Rest of LAMEA Explainable AI Market, 2025 - 2032, USD Million
  • TABLE 486 Rest of LAMEA Explainable AI Market by Deployment, 2021 - 2024, USD Million
  • TABLE 487 Rest of LAMEA Explainable AI Market by Deployment, 2025 - 2032, USD Million
  • TABLE 488 Rest of LAMEA Explainable AI Market by Component, 2021 - 2024, USD Million
  • TABLE 489 Rest of LAMEA Explainable AI Market by Component, 2025 - 2032, USD Million
  • TABLE 490 Rest of LAMEA Explainable AI Market by Application, 2021 - 2024, USD Million
  • TABLE 491 Rest of LAMEA Explainable AI Market by Application, 2025 - 2032, USD Million
  • TABLE 492 Rest of LAMEA Explainable AI Market by End-use, 2021 - 2024, USD Million
  • TABLE 493 Rest of LAMEA Explainable AI Market by End-use, 2025 - 2032, USD Million
  • TABLE 494 Key Information - Microsoft Corporation
  • TABLE 495 Key Information - IBM Corporation
  • TABLE 496 Key Information - Google LLC
  • TABLE 497 Key Information - Salesforce, Inc.
  • TABLE 498 Key Information - Intel Corporation
  • TABLE 499 Key Information - NVIDIA Corporation
  • TABLE 500 Key Information - SAS Institute, Inc.
  • TABLE 501 Key Information - Databricks, Inc.
  • TABLE 502 Key Information - Amazon Web Services, Inc.
  • TABLE 503 Key Information - SAP SE

LIST OF FIGURES

  • FIG 1 Methodology for the research
  • FIG 2 Global Explainable AI Market, 2021 - 2032, USD Million
  • FIG 3 Key Factors Impacting Explainable AI Market
  • FIG 4 KBV Cardinal Matrix
  • FIG 5 Market Share Analysis, 2024
  • FIG 6 Key Leading Strategies: Percentage Distribution (2021-2025)
  • FIG 7 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2022, dec - 2025, may) Leading Players
  • FIG 8 Porter's Five Forces Analysis - Explainable AI Market
  • FIG 9 Value Chain Analysis of Explainable AI Market
  • FIG 10 Key Costumer Criteria - Explainable AI Market
  • FIG 11 Global Explainable AI Market share by Deployment, 2024
  • FIG 12 Global Explainable AI Market share by Deployment, 2032
  • FIG 13 Global Explainable AI Market by Deployment, 2021 - 2032, USD Million
  • FIG 14 Global Explainable AI Market share by Component, 2024
  • FIG 15 Global Explainable AI Market share by Component, 2032
  • FIG 16 Global Explainable AI Market by Component, 2021 - 2032, USD Million
  • FIG 17 Global Explainable AI Market share by Application, 2024
  • FIG 18 Global Explainable AI Market share by Application, 2032
  • FIG 19 Global Explainable AI Market by Application, 2021 - 2032, USD Million
  • FIG 20 Global Explainable AI Market share by End-use, 2024
  • FIG 21 Global Explainable AI Market share by End-use, 2032
  • FIG 22 Global Explainable AI Market by End-use, 2021 - 2032, USD Million
  • FIG 23 Global Explainable AI Market share by Region, 2024
  • FIG 24 Global Explainable AI Market share by Region, 2032
  • FIG 25 Global Explainable AI Market by Region, 2021 - 2032, USD Million
  • FIG 26 North America Explainable AI Market, 2021 - 2032, USD Million
  • FIG 27 North America Explainable AI Market share by Deployment, 2024
  • FIG 28 North America Explainable AI Market share by Deployment, 2032
  • FIG 29 North America Explainable AI Market by Deployment, 2021 - 2032, USD Million
  • FIG 30 North America Explainable AI Market share by Component, 2024
  • FIG 31 North America Explainable AI Market share by Component, 2032
  • FIG 32 North America Explainable AI Market by Component, 2021 - 2032, USD Million
  • FIG 33 North America Explainable AI Market share by Application, 2024
  • FIG 34 North America Explainable AI Market share by Application, 2032
  • FIG 35 North America Explainable AI Market by Application, 2021 - 2032, USD Million
  • FIG 36 North America Explainable AI Market share by End-use, 2024
  • FIG 37 North America Explainable AI Market share by End-use, 2032
  • FIG 38 North America Explainable AI Market by End-use, 2021 - 2032, USD Million
  • FIG 39 North America Explainable AI Market share by Country, 2024
  • FIG 40 North America Explainable AI Market share by Country, 2032
  • FIG 41 North America Explainable AI Market by Country, 2021 - 2032, USD Million
  • FIG 42 Europe Explainable AI Market, 2021 - 2032, USD Million
  • FIG 43 Europe Explainable AI Market share by Deployment, 2024
  • FIG 44 Europe Explainable AI Market share by Deployment, 2032
  • FIG 45 Europe Explainable AI Market by Deployment, 2021 - 2032, USD Million
  • FIG 46 Europe Explainable AI Market share by Component, 2024
  • FIG 47 Europe Explainable AI Market share by Component, 2032
  • FIG 48 Europe Explainable AI Market by Component, 2021 - 2032, USD Million
  • FIG 49 Europe Explainable AI Market share by Application, 2024
  • FIG 50 Europe Explainable AI Market share by Application, 2032
  • FIG 51 Europe Explainable AI Market by Application, 2021 - 2032, USD Million
  • FIG 52 Europe Explainable AI Market share by End-use, 2024
  • FIG 53 Europe Explainable AI Market share by End-use, 2032
  • FIG 54 Europe Explainable AI Market by End-use, 2021 - 2032, USD Million
  • FIG 55 Europe Explainable AI Market share by Country, 2024
  • FIG 56 Europe Explainable AI Market share by Country, 2032
  • FIG 57 Europe Explainable AI Market by Country, 2021 - 2032, USD Million
  • FIG 58 Asia Pacific Explainable AI Market, 2021 - 2032, USD Million
  • FIG 59 Asia Pacific Explainable AI Market share by Deployment, 2024
  • FIG 60 Asia Pacific Explainable AI Market share by Deployment, 2032
  • FIG 61 Asia Pacific Explainable AI Market by Deployment, 2021 - 2032, USD Million
  • FIG 62 Asia Pacific Explainable AI Market share by Component, 2024
  • FIG 63 Asia Pacific Explainable AI Market share by Component, 2032
  • FIG 64 Asia Pacific Explainable AI Market by Component, 2021 - 2032, USD Million
  • FIG 65 Asia Pacific Explainable AI Market share by Application, 2024
  • FIG 66 Asia Pacific Explainable AI Market share by Application, 2032
  • FIG 67 Asia Pacific Explainable AI Market by Application, 2021 - 2032, USD Million
  • FIG 68 Asia Pacific Explainable AI Market share by End-use, 2024
  • FIG 69 Asia Pacific Explainable AI Market share by End-use, 2032
  • FIG 70 Asia Pacific Explainable AI Market by End-use, 2021 - 2032, USD Million
  • FIG 71 Asia Pacific Explainable AI Market share by Country, 2024
  • FIG 72 Asia Pacific Explainable AI Market share by Country, 2032
  • FIG 73 Asia Pacific Explainable AI Market by Country, 2021 - 2032, USD Million
  • FIG 74 LAMEA Explainable AI Market, 2021 - 2032, USD Million
  • FIG 75 LAMEA Explainable AI Market share by Deployment, 2024
  • FIG 76 LAMEA Explainable AI Market share by Deployment, 2032
  • FIG 77 LAMEA Explainable AI Market by Deployment, 2021 - 2032, USD Million
  • FIG 78 LAMEA Explainable AI Market share by Component, 2024
  • FIG 79 LAMEA Explainable AI Market share by Component, 2032
  • FIG 80 LAMEA Explainable AI Market by Component, 2021 - 2032, USD Million
  • FIG 81 LAMEA Explainable AI Market share by Application, 2024
  • FIG 82 LAMEA Explainable AI Market share by Application, 2032
  • FIG 83 LAMEA Explainable AI Market by Application, 2021 - 2032, USD Million
  • FIG 84 LAMEA Explainable AI Market share by End-use, 2024
  • FIG 85 LAMEA Explainable AI Market share by End-use, 2032
  • FIG 86 LAMEA Explainable AI Market by End-use, 2021 - 2032, USD Million
  • FIG 87 LAMEA Explainable AI Market share by Country, 2024
  • FIG 88 LAMEA Explainable AI Market share by Country, 2032
  • FIG 89 LAMEA Explainable AI Market by Country, 2021 - 2032, USD Million
  • FIG 90 Recent strategies and developments: Microsoft Corporation
  • FIG 91 SWOT Analysis: Microsoft Corporation
  • FIG 92 Recent strategies and developments: IBM Corporation
  • FIG 93 SWOT Analysis: IBM Corporation
  • FIG 94 SWOT Analysis: Google LLC
  • FIG 95 SWOT Analysis: Salesforce, Inc.
  • FIG 96 SWOT Analysis: Intel corporation
  • FIG 97 SWOT Analysis: NVIDIA Corporation
  • FIG 98 SWOT Analysis: SAS INSTITUTE, INC.
  • FIG 99 SWOT Analysis: Amazon Web Services, Inc.
  • FIG 100 SWOT Analysis: SAP SE