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市场调查报告书
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1614264

可解释的人工智慧市场：按产品、部署、应用程式和最终用途分类 - 2025-2030 年全球预测

Explainable AI Market by Offering (Services, Software), Deployment (Cloud-based, On-premise), Application, End-Use - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 194 Pages | 商品交期: 最快1-2个工作天内

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2023年可解释人工智慧市场价值为70.2亿美元，预计到2024年将达到84.2亿美元，复合年增长率为20.24%，预计到2030年将达到255.2亿美元。

可解释的人工智慧（XAI）是指使模型的决策流程对人类透明且易于理解的人工智慧方法和技术。这种需求意味着人工智慧系统将在医疗保健、金融和法律等关键领域变得至关重要，而理解人工智慧决策背后的推理对于合规性、信任和课责制至关重要。 XAI 应用于多个领域，包括但不限于预测性维护、风险管理、自动驾驶汽车和个人化医疗，提供可行的见解，同时培养相关人员的信任。最终用途范围广泛，涵盖银行、保险、汽车、通讯和其他领域。

主要市场统计
基准年[2023] 70.2亿美元
预测年份 [2024] 84.2亿美元
预测年份 [2030] 255.2亿美元
复合年增长率（%） 20.24%

影响XAI的关键成长要素包括对人工智慧透明度的监管力度加大、各行业对人工智慧主导的决策支援的需求激增以及对人工智慧偏见和公平性的认识和担忧有所增加等。最近，人工智慧法规的发展以及模型弹性和可解释性技术的改进有可能提高业务透明度和竞争差异化。 LIME（与局部可解释模型无关的解释）和 SHAP（SHApley 加法解释）等模型体现了开发更简单、更可解释的人工智慧系统的机会。

然而，深度学习模型固有的复杂性、准确性和可解释性之间的潜在权衡以及缺乏标准化可解释性指标等挑战阻碍了更广泛的采用和发展。此外，XAI 研究的早期阶段带来了资料隐私和安全问题，可能会对法律规范产生负面影响。

最佳创新领域包括整合道德人工智慧框架、透过直觉的介面增强人机交互，以及透过先进的资料视觉化工具来提高认知运算能力。透过投资研发伙伴关係以及与学术机构合作，公司可以透过保持技术前沿来促进成长。 XAI 市场的本质是快速创新，其发展趋势是与现有人工智慧框架进行强有力的整合，为公司提供策略槓桿，以提高消费者信任度和业务透明度。

市场动态：揭示快速发展的可解释人工智慧市场的关键市场洞察

可解释的人工智慧市场正因供需的动态交互作用而转变。了解这些不断变化的市场动态可以帮助企业做出明智的投资决策、策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险，同时也能帮助消费行为及其对製造业的影响。

  • 市场驱动因素
    • 人工智慧系统对透明度和可解释性的需求日益增长
    • 人工智慧在全球各行业的采用正在扩大
    • 强调透明度和课责的管理方案和指南
  • 市场限制因素
    • 使用人工智慧开发可解释的解决方案成本高昂
  • 市场机会
    • 持续研发推出新的人工智慧可解释解决方案
    • 扩大 XAI 的采用，以识别和减轻 AI 模型中的偏差
  • 市场挑战
    • 将特定的人工智慧可解释解决方案与人工智慧系统整合的复杂性

波特五力：驾驭可解释人工智慧市场的策略工具

波特的五力架构是了解可解释人工智慧市场竞争格局的重要工具。波特的五力框架为评估公司的竞争地位和探索策略机会提供了清晰的方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势，解决弱点并避免潜在的挑战，从而确保更强大的市场地位。

PESTLE分析：了解可解释人工智慧市场的外部影响

外部宏观环境因素在塑造可解释人工智慧市场的绩效动态方面发挥关键作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素，公司可以更了解潜在的风险和机会。这种分析可以帮助公司预测法规、消费者偏好和经济趋势的变化，并帮助他们做出积极主动的决策。

市场占有率分析 了解可解释的人工智慧市场的竞争格局

可解释人工智慧市场的详细市场占有率分析可以对供应商绩效进行全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、分散和整合的趋势，为供应商提供了製定策略决策所需的洞察力，使他们能够在日益激烈的竞争中占有一席之地。

FPNV 在可解释的人工智慧市场中的定位矩阵供应商绩效评估

FPNV 定位矩阵是评估可解释人工智慧市场供应商的关键工具。此矩阵允许业务组织根据商务策略和产品满意度评估供应商，从而做出与其目标相符的明智决策。这四个象限使您能够清晰、准确地划分供应商，以确定最能满足您的策略目标的合作伙伴和解决方案。

策略分析与建议 绘製可解释的人工智慧市场的成功之路

对于旨在加强其在全球市场的影响力的公司来说，可解释的人工智慧市场策略分析至关重要。透过考虑关键资源、能力和绩效指标，公司可以识别成长机会并努力改进。这种方法使您能够克服竞争环境中的挑战，利用新的商机，并取得长期成功。

本报告对市场进行了全面分析，涵盖关键重点领域：

1. 市场渗透率：对当前市场环境的详细审查、主要企业的广泛资料、对其在市场中的影响力和整体影响力的评估。

2. 市场开拓：辨识新兴市场的成长机会，评估现有领域的扩张潜力，并提供未来成长的策略蓝图。

3. 市场多元化：分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报：全面分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监理核准、专利趋势、主要企业的技术进步等。

5. 产品开发与创新：重点在于有望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题，以帮助相关人员做出明智的决策：

1.目前的市场规模和未来的成长预测是多少？

2. 哪些产品、区隔市场和地区提供最佳投资机会？

3.塑造市场的主要技术趋势和监管影响是什么？

4.主要厂商的市场占有率和竞争地位如何？

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 人工智慧系统对透明度和可解释性的需求日益增长
      • 人工智慧在全球各行业的采用正在扩大
      • 注重透明度和课责的管理方案和指南
    • 抑制因素
      • 使用人工智慧开发可解释的解决方案的成本很高。
    • 机会
      • 持续研发推出新的人工智慧可解释解决方案
      • 更多地采用 XAI 来识别和减少 AI 模型中的偏差
    • 任务
      • 整合特定人工智慧可解释解决方案和人工智慧系统的复杂性
  • 市场区隔分析
    • 我们提供什么：用于高阶资料处理的整合软体解决方案的进步使分析和决策流程更加清晰。
    • 部署：由于经济实惠且易于访问，云端基础的可解释人工智慧部署越来越受青睐。
    • 应用：扩大可解释人工智慧在药物发现和诊断的应用，以实现个人化治疗
    • 最终用途：可解释的人工智慧在航太和国防领域的新兴应用可实现透明的决策和风险分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境

第六章 可解释的人工智慧市场：透过提供

  • 服务
    • AI/ML 相容服务
    • 咨询服务
    • 尖端人工智慧/机器学习研究
    • 资料工程服务
    • 资料科学咨询服务
    • 培训和教育服务
  • 软体
    • 自动报告工具
    • 整合软体
    • 互动式视觉化平台
    • 独立软体

第七章可解释的人工智慧市场：按部署

  • 云端基础
  • 本地

第 8 章 可解释的人工智慧市场：按应用分类

  • 药物发现与诊断
  • 诈欺和异常检测
  • 身分和存取管理
  • 预测性维护
  • 供应链管理

第 9 章 可解释的人工智慧市场：依最终用途分类

  • 航太和国防
  • 车
  • 银行、金融服务和保险 (BFSI)
  • 能源/公共产业
  • 卫生保健
  • 资讯科技和通讯
  • 媒体与娱乐
  • 公共部门和政府
  • 零售与电子商务

第 10 章 美洲可解释的人工智慧市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十一章亚太可解释人工智慧市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十二章 欧洲、中东和非洲的可解释人工智慧市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十三章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
    • 富士通与 Informa D&B 合作，将可解释的人工智慧技术引入金融和商业资讯产业
    • GyanAI推出世界上第一个可解释的语言模式和调查引擎
    • Temenos 在 Oracle 云端基础架构上推出可解释的人工智慧
  • 战略分析和建议

公司名单

  • Abzu ApS
  • Alphabet Inc.
  • Alteryx, Inc.
  • ArthurAI, Inc.
  • C3.ai, Inc.
  • DarwinAI
  • DataRobot, Inc.
  • Equifax Inc.
  • Fair Isaac Corporation
  • Fiddler Labs, Inc.
  • H2O.ai, Inc.
  • Intel Corporation
  • Intellico.ai srl
  • International Business Machines Corporation
  • ISSQUARED Inc.
  • Kyndi, Inc.
  • Microsoft Corporation
  • Mphasis Limited
  • NVIDIA Corporation
  • Salesforce, Inc.
  • SAS Institute Inc.
  • Squirro Group
  • Temenos Headquarters SA
  • Tensor AI Solutions GmbH
  • Tredence Analytics Solutions Pvt. Ltd.
  • ZestFinance Inc.
Product Code: MRR-8265EDC497D9

The Explainable AI Market was valued at USD 7.02 billion in 2023, expected to reach USD 8.42 billion in 2024, and is projected to grow at a CAGR of 20.24%, to USD 25.52 billion by 2030.

Explainable AI (XAI) refers to methodologies and techniques in artificial intelligence that make the decision-making process of models transparent and comprehensible to humans. This necessity arises as AI systems become more integral in critical areas such as healthcare, finance, and legal where understanding the reasoning behind AI decisions is crucial for compliance, trust, and accountability. XAI finds applications in diverse domains including but not limited to predictive maintenance, risk management, autonomous vehicles, and personalized medicine, providing actionable insights while fostering stakeholder confidence. The end-use scope is expansive, reaching sectors like banking, insurance, automotive, telecommunications, and beyond.

KEY MARKET STATISTICS
Base Year [2023] USD 7.02 billion
Estimated Year [2024] USD 8.42 billion
Forecast Year [2030] USD 25.52 billion
CAGR (%) 20.24%

Key influencing growth factors for XAI include increasing regulatory scrutiny for AI transparency, the surge in demand for AI-driven decision support across various industries, and the rising awareness and concern about AI bias and fairness. Recent potential opportunities are emerging in formulating AI regulations and improving model resilience and interpretability techniques, thereby enhancing business transparency and competitive differentiation. Models such as LIME (Local Interpretable Model-agnostic Explanations) and SHAP (SHapley Additive exPlanations) exemplify opportunities to develop simpler, more interpretable AI systems.

However, challenges like the inherent complexity of deep learning models, potential trade-offs between accuracy and interpretability, and the lack of standardized explainability metrics impede broader adoption and development. Furthermore, the nascent stage of XAI research poses data privacy and security concerns which could influence regulatory frameworks adversely.

The best areas of innovation include integrating ethical AI frameworks, enhancing human-AI interaction through intuitive interfaces, and bolstering cognitive computing capacities with advanced data visualization tools. Businesses can drive growth by investing in R&D partnerships and collaborating with academic institutions to stay at the technological frontier. The nature of the XAI market is poised on rapid innovation, with a trajectory set towards robust integration into existing AI frameworks, offering enterprises a strategic leverage to enhance consumer trust and operational transparency.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Explainable AI Market

The Explainable AI Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Increasing need for transparency and interpretability in AI systems
    • Growing adoption of AI across various industries worldwide
    • Regulatory initiatives and guidelines emphasizing transparency and accountability
  • Market Restraints
    • High cost of development of AI explainable solutions
  • Market Opportunities
    • Continuous research & development to introduce novel AI explainable solutions
    • Growing adoption of XAI that identifies and mitigates biases in AI models
  • Market Challenges
    • Complexity in the integration of certain AI explainable solutions with AI systems

Porter's Five Forces: A Strategic Tool for Navigating the Explainable AI Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Explainable AI Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Explainable AI Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Explainable AI Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Explainable AI Market

A detailed market share analysis in the Explainable AI Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Explainable AI Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Explainable AI Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Explainable AI Market

A strategic analysis of the Explainable AI Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Explainable AI Market, highlighting leading vendors and their innovative profiles. These include Abzu ApS, Alphabet Inc., Alteryx, Inc., ArthurAI, Inc., C3.ai, Inc., DarwinAI, DataRobot, Inc., Equifax Inc., Fair Isaac Corporation, Fiddler Labs, Inc., H2O.ai, Inc., Intel Corporation, Intellico.ai s.r.l, International Business Machines Corporation, ISSQUARED Inc., Kyndi, Inc., Microsoft Corporation, Mphasis Limited, NVIDIA Corporation, Salesforce, Inc., SAS Institute Inc., Squirro Group, Temenos Headquarters SA, Tensor AI Solutions GmbH, Tredence Analytics Solutions Pvt. Ltd., and ZestFinance Inc..

Market Segmentation & Coverage

This research report categorizes the Explainable AI Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Offering, market is studied across Services and Software. The Services is further studied across AI/ML Enabled Service, Consulting Services, Cutting Edge AI/ML Research, Data Engineering Services, Data Science Advisory Services, and Training & Education Services. The Software is further studied across Automated Reporting Tools, Integrated Software, Interactive Visualization Platform, and Standalone Software.
  • Based on Deployment, market is studied across Cloud-based and On-premise.
  • Based on Application, market is studied across Drug Discovery & Diagnostics, Fraud & Anomaly Detection, Identity & Access Management, Predictive Maintenance, and Supply Chain Management.
  • Based on End-Use, market is studied across Aerospace & Defense, Automotive, Banking, Financial Services, & Insurance (BFSI), Energy & Utilities, Healthcare, IT & Telecommunications, Media & Entertainment, Public Sector & Government, and Retail & eCommerce.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Increasing need for transparency and interpretability in AI systems
      • 5.1.1.2. Growing adoption of AI across various industries worldwide
      • 5.1.1.3. Regulatory initiatives and guidelines emphasizing transparency and accountability
    • 5.1.2. Restraints
      • 5.1.2.1. High cost of development of AI explainable solutions
    • 5.1.3. Opportunities
      • 5.1.3.1. Continuous research & development to introduce novel AI explainable solutions
      • 5.1.3.2. Growing adoption of XAI that identifies and mitigates biases in AI models
    • 5.1.4. Challenges
      • 5.1.4.1. Complexity in the integration of certain AI explainable solutions with AI systems
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Offering: Advancements in integrated software solutions for high data processing allows clearer analytics and decision-making processes
    • 5.2.2. Deployment: Growing preference for cloud-based explainable AI deployment due to its affordability and ease of access
    • 5.2.3. Application: Expanding application of explainable AI in drug discovery and diagnostics for personalized treatment
    • 5.2.4. End-Use: Emerging application of explainable AI in aerospace and defense sector enabling transparent decision making and risk analysis
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Explainable AI Market, by Offering

  • 6.1. Introduction
  • 6.2. Services
    • 6.2.1. AI/ML Enabled Service
    • 6.2.2. Consulting Services
    • 6.2.3. Cutting Edge AI/ML Research
    • 6.2.4. Data Engineering Services
    • 6.2.5. Data Science Advisory Services
    • 6.2.6. Training & Education Services
  • 6.3. Software
    • 6.3.1. Automated Reporting Tools
    • 6.3.2. Integrated Software
    • 6.3.3. Interactive Visualization Platform
    • 6.3.4. Standalone Software

7. Explainable AI Market, by Deployment

  • 7.1. Introduction
  • 7.2. Cloud-based
  • 7.3. On-premise

8. Explainable AI Market, by Application

  • 8.1. Introduction
  • 8.2. Drug Discovery & Diagnostics
  • 8.3. Fraud & Anomaly Detection
  • 8.4. Identity & Access Management
  • 8.5. Predictive Maintenance
  • 8.6. Supply Chain Management

9. Explainable AI Market, by End-Use

  • 9.1. Introduction
  • 9.2. Aerospace & Defense
  • 9.3. Automotive
  • 9.4. Banking, Financial Services, & Insurance (BFSI)
  • 9.5. Energy & Utilities
  • 9.6. Healthcare
  • 9.7. IT & Telecommunications
  • 9.8. Media & Entertainment
  • 9.9. Public Sector & Government
  • 9.10. Retail & eCommerce

10. Americas Explainable AI Market

  • 10.1. Introduction
  • 10.2. Argentina
  • 10.3. Brazil
  • 10.4. Canada
  • 10.5. Mexico
  • 10.6. United States

11. Asia-Pacific Explainable AI Market

  • 11.1. Introduction
  • 11.2. Australia
  • 11.3. China
  • 11.4. India
  • 11.5. Indonesia
  • 11.6. Japan
  • 11.7. Malaysia
  • 11.8. Philippines
  • 11.9. Singapore
  • 11.10. South Korea
  • 11.11. Taiwan
  • 11.12. Thailand
  • 11.13. Vietnam

12. Europe, Middle East & Africa Explainable AI Market

  • 12.1. Introduction
  • 12.2. Denmark
  • 12.3. Egypt
  • 12.4. Finland
  • 12.5. France
  • 12.6. Germany
  • 12.7. Israel
  • 12.8. Italy
  • 12.9. Netherlands
  • 12.10. Nigeria
  • 12.11. Norway
  • 12.12. Poland
  • 12.13. Qatar
  • 12.14. Russia
  • 12.15. Saudi Arabia
  • 12.16. South Africa
  • 12.17. Spain
  • 12.18. Sweden
  • 12.19. Switzerland
  • 12.20. Turkey
  • 12.21. United Arab Emirates
  • 12.22. United Kingdom

13. Competitive Landscape

  • 13.1. Market Share Analysis, 2023
  • 13.2. FPNV Positioning Matrix, 2023
  • 13.3. Competitive Scenario Analysis
    • 13.3.1. Fujitsu collaborates with Informa D&B to incorporate explainable AI technology for financial-commercial information industry
    • 13.3.2. GyanAI Launches the World's First Explainable Language Model and Research Engine
    • 13.3.3. Temenos to Offer Explainable AI on Oracle Cloud Infrastructure
  • 13.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. Abzu ApS
  • 2. Alphabet Inc.
  • 3. Alteryx, Inc.
  • 4. ArthurAI, Inc.
  • 5. C3.ai, Inc.
  • 6. DarwinAI
  • 7. DataRobot, Inc.
  • 8. Equifax Inc.
  • 9. Fair Isaac Corporation
  • 10. Fiddler Labs, Inc.
  • 11. H2O.ai, Inc.
  • 12. Intel Corporation
  • 13. Intellico.ai s.r.l
  • 14. International Business Machines Corporation
  • 15. ISSQUARED Inc.
  • 16. Kyndi, Inc.
  • 17. Microsoft Corporation
  • 18. Mphasis Limited
  • 19. NVIDIA Corporation
  • 20. Salesforce, Inc.
  • 21. SAS Institute Inc.
  • 22. Squirro Group
  • 23. Temenos Headquarters SA
  • 24. Tensor AI Solutions GmbH
  • 25. Tredence Analytics Solutions Pvt. Ltd.
  • 26. ZestFinance Inc.

LIST OF FIGURES

  • FIGURE 1. EXPLAINABLE AI MARKET RESEARCH PROCESS
  • FIGURE 2. EXPLAINABLE AI MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL EXPLAINABLE AI MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL EXPLAINABLE AI MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL EXPLAINABLE AI MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. GLOBAL EXPLAINABLE AI MARKET SIZE, BY END-USE, 2023 VS 2030 (%)
  • FIGURE 13. GLOBAL EXPLAINABLE AI MARKET SIZE, BY END-USE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. AMERICAS EXPLAINABLE AI MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 15. AMERICAS EXPLAINABLE AI MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. UNITED STATES EXPLAINABLE AI MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 17. UNITED STATES EXPLAINABLE AI MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. ASIA-PACIFIC EXPLAINABLE AI MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. ASIA-PACIFIC EXPLAINABLE AI MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. EUROPE, MIDDLE EAST & AFRICA EXPLAINABLE AI MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 21. EUROPE, MIDDLE EAST & AFRICA EXPLAINABLE AI MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 22. EXPLAINABLE AI MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 23. EXPLAINABLE AI MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. EXPLAINABLE AI MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL EXPLAINABLE AI MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL EXPLAINABLE AI MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL EXPLAINABLE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. EXPLAINABLE AI MARKET DYNAMICS
  • TABLE 7. GLOBAL EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL EXPLAINABLE AI MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL EXPLAINABLE AI MARKET SIZE, BY AI/ML ENABLED SERVICE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL EXPLAINABLE AI MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL EXPLAINABLE AI MARKET SIZE, BY CUTTING EDGE AI/ML RESEARCH, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL EXPLAINABLE AI MARKET SIZE, BY DATA ENGINEERING SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL EXPLAINABLE AI MARKET SIZE, BY DATA SCIENCE ADVISORY SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL EXPLAINABLE AI MARKET SIZE, BY TRAINING & EDUCATION SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL EXPLAINABLE AI MARKET SIZE, BY AUTOMATED REPORTING TOOLS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL EXPLAINABLE AI MARKET SIZE, BY INTEGRATED SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL EXPLAINABLE AI MARKET SIZE, BY INTERACTIVE VISUALIZATION PLATFORM, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL EXPLAINABLE AI MARKET SIZE, BY STANDALONE SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 23. GLOBAL EXPLAINABLE AI MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. GLOBAL EXPLAINABLE AI MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 25. GLOBAL EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 26. GLOBAL EXPLAINABLE AI MARKET SIZE, BY DRUG DISCOVERY & DIAGNOSTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. GLOBAL EXPLAINABLE AI MARKET SIZE, BY FRAUD & ANOMALY DETECTION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. GLOBAL EXPLAINABLE AI MARKET SIZE, BY IDENTITY & ACCESS MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 29. GLOBAL EXPLAINABLE AI MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. GLOBAL EXPLAINABLE AI MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 31. GLOBAL EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 32. GLOBAL EXPLAINABLE AI MARKET SIZE, BY AEROSPACE & DEFENSE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 33. GLOBAL EXPLAINABLE AI MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 34. GLOBAL EXPLAINABLE AI MARKET SIZE, BY BANKING, FINANCIAL SERVICES, & INSURANCE (BFSI), BY REGION, 2018-2030 (USD MILLION)
  • TABLE 35. GLOBAL EXPLAINABLE AI MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 36. GLOBAL EXPLAINABLE AI MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 37. GLOBAL EXPLAINABLE AI MARKET SIZE, BY IT & TELECOMMUNICATIONS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 38. GLOBAL EXPLAINABLE AI MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 39. GLOBAL EXPLAINABLE AI MARKET SIZE, BY PUBLIC SECTOR & GOVERNMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 40. GLOBAL EXPLAINABLE AI MARKET SIZE, BY RETAIL & ECOMMERCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 41. AMERICAS EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 42. AMERICAS EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 43. AMERICAS EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 44. AMERICAS EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 45. AMERICAS EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 46. AMERICAS EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 47. AMERICAS EXPLAINABLE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 48. ARGENTINA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 49. ARGENTINA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 50. ARGENTINA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 51. ARGENTINA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 52. ARGENTINA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 53. ARGENTINA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 54. BRAZIL EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 55. BRAZIL EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 56. BRAZIL EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 57. BRAZIL EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 58. BRAZIL EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 59. BRAZIL EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 60. CANADA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 61. CANADA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 62. CANADA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 63. CANADA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 64. CANADA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 65. CANADA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 66. MEXICO EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 67. MEXICO EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 68. MEXICO EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 69. MEXICO EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 70. MEXICO EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 71. MEXICO EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 72. UNITED STATES EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 73. UNITED STATES EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 74. UNITED STATES EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 75. UNITED STATES EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 76. UNITED STATES EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 77. UNITED STATES EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 78. UNITED STATES EXPLAINABLE AI MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 79. ASIA-PACIFIC EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 80. ASIA-PACIFIC EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 81. ASIA-PACIFIC EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 82. ASIA-PACIFIC EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 83. ASIA-PACIFIC EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 84. ASIA-PACIFIC EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 85. ASIA-PACIFIC EXPLAINABLE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 86. AUSTRALIA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 87. AUSTRALIA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 88. AUSTRALIA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 89. AUSTRALIA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 90. AUSTRALIA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 91. AUSTRALIA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 92. CHINA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 93. CHINA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 94. CHINA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 95. CHINA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 96. CHINA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 97. CHINA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 98. INDIA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 99. INDIA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 100. INDIA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 101. INDIA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 102. INDIA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 103. INDIA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 104. INDONESIA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 105. INDONESIA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 106. INDONESIA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 107. INDONESIA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 108. INDONESIA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 109. INDONESIA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 110. JAPAN EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 111. JAPAN EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 112. JAPAN EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 113. JAPAN EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 114. JAPAN EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 115. JAPAN EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 116. MALAYSIA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 117. MALAYSIA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 118. MALAYSIA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 119. MALAYSIA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 120. MALAYSIA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 121. MALAYSIA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 122. PHILIPPINES EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 123. PHILIPPINES EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 124. PHILIPPINES EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 125. PHILIPPINES EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 126. PHILIPPINES EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 127. PHILIPPINES EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 128. SINGAPORE EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 129. SINGAPORE EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 130. SINGAPORE EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 131. SINGAPORE EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 132. SINGAPORE EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 133. SINGAPORE EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 134. SOUTH KOREA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 135. SOUTH KOREA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 136. SOUTH KOREA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 137. SOUTH KOREA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 138. SOUTH KOREA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 139. SOUTH KOREA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 140. TAIWAN EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 141. TAIWAN EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 142. TAIWAN EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 143. TAIWAN EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 144. TAIWAN EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 145. TAIWAN EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 146. THAILAND EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 147. THAILAND EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 148. THAILAND EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 149. THAILAND EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 150. THAILAND EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 151. THAILAND EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 152. VIETNAM EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 153. VIETNAM EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 154. VIETNAM EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 155. VIETNAM EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 156. VIETNAM EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 157. VIETNAM EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 158. EUROPE, MIDDLE EAST & AFRICA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 159. EUROPE, MIDDLE EAST & AFRICA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 160. EUROPE, MIDDLE EAST & AFRICA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 161. EUROPE, MIDDLE EAST & AFRICA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 162. EUROPE, MIDDLE EAST & AFRICA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 163. EUROPE, MIDDLE EAST & AFRICA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 164. EUROPE, MIDDLE EAST & AFRICA EXPLAINABLE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 165. DENMARK EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 166. DENMARK EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 167. DENMARK EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 168. DENMARK EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 169. DENMARK EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 170. DENMARK EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 171. EGYPT EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 172. EGYPT EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 173. EGYPT EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 174. EGYPT EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 175. EGYPT EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 176. EGYPT EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 177. FINLAND EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 178. FINLAND EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 179. FINLAND EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 180. FINLAND EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 181. FINLAND EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 182. FINLAND EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 183. FRANCE EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 184. FRANCE EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 185. FRANCE EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 186. FRANCE EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 187. FRANCE EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 188. FRANCE EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 189. GERMANY EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 190. GERMANY EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 191. GERMANY EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 192. GERMANY EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 193. GERMANY EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 194. GERMANY EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 195. ISRAEL EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 196. ISRAEL EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 197. ISRAEL EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 198. ISRAEL EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 199. ISRAEL EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 200. ISRAEL EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 201. ITALY EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 202. ITALY EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 203. ITALY EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 204. ITALY EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 205. ITALY EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 206. ITALY EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 207. NETHERLANDS EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 208. NETHERLANDS EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 209. NETHERLANDS EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 210. NETHERLANDS EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 211. NETHERLANDS EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 212. NETHERLANDS EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 213. NIGERIA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 214. NIGERIA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 215. NIGERIA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 216. NIGERIA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 217. NIGERIA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 218. NIGERIA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 219. NORWAY EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 220. NORWAY EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 221. NORWAY EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 222. NORWAY EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 223. NORWAY EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 224. NORWAY EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 225. POLAND EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 226. POLAND EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 227. POLAND EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 228. POLAND EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 229. POLAND EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 230. POLAND EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 231. QATAR EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 232. QATAR EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 233. QATAR EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 234. QATAR EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 235. QATAR EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 236. QATAR EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 237. RUSSIA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 238. RUSSIA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 239. RUSSIA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 240. RUSSIA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 241. RUSSIA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 242. RUSSIA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 243. SAUDI ARABIA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 244. SAUDI ARABIA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 245. SAUDI ARABIA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 246. SAUDI ARABIA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 247. SAUDI ARABIA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 248. SAUDI ARABIA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 249. SOUTH AFRICA EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 250. SOUTH AFRICA EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 251. SOUTH AFRICA EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 252. SOUTH AFRICA EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 253. SOUTH AFRICA EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 254. SOUTH AFRICA EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 255. SPAIN EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 256. SPAIN EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 257. SPAIN EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 258. SPAIN EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 259. SPAIN EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 260. SPAIN EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 261. SWEDEN EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 262. SWEDEN EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 263. SWEDEN EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 264. SWEDEN EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 265. SWEDEN EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 266. SWEDEN EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 267. SWITZERLAND EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 268. SWITZERLAND EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 269. SWITZERLAND EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 270. SWITZERLAND EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 271. SWITZERLAND EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 272. SWITZERLAND EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 273. TURKEY EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 274. TURKEY EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 275. TURKEY EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 276. TURKEY EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 277. TURKEY EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 278. TURKEY EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 279. UNITED ARAB EMIRATES EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 280. UNITED ARAB EMIRATES EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 281. UNITED ARAB EMIRATES EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 282. UNITED ARAB EMIRATES EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 283. UNITED ARAB EMIRATES EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 284. UNITED ARAB EMIRATES EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 285. UNITED KINGDOM EXPLAINABLE AI MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 286. UNITED KINGDOM EXPLAINABLE AI MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 287. UNITED KINGDOM EXPLAINABLE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 288. UNITED KINGDOM EXPLAINABLE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 289. UNITED KINGDOM EXPLAINABLE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 290. UNITED KINGDOM EXPLAINABLE AI MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
  • TABLE 291. EXPLAINABLE AI MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 292. EXPLAINABLE AI MARKET, FPNV POSITIONING MATRIX, 2023