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市場調查報告書
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1614264

可解釋的人工智慧市場：按產品、部署、應用程式和最終用途分類 - 2025-2030 年全球預測

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個工作天內

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2023年可解釋人工智慧市場價值為70.2億美元，預計到2024年將達到84.2億美元，複合年成長率為20.24%，預計到2030年將達到255.2億美元。

可解釋的人工智慧（XAI）是指使模型的決策流程對人類透明且易於理解的人工智慧方法和技術。這種需求意味著人工智慧系統將在醫療保健、金融和法律等關鍵領域變得至關重要，而理解人工智慧決策背後的推理對於合規性、信任和課責制至關重要。 XAI 應用於多個領域，包括但不限於預測性維護、風險管理、自動駕駛汽車和個人化醫療，提供可行的見解，同時培養相關人員的信任。最終用途範圍廣泛，涵蓋銀行、保險、汽車、通訊和其他領域。

主要市場統計
基準年[2023] 70.2億美元
預測年份 [2024] 84.2億美元
預測年份 [2030] 255.2億美元
複合年成長率（%） 20.24%

影響XAI的關鍵成長要素包括對人工智慧透明度的監管力度加大、各行業對人工智慧主導的決策支援的需求激增以及對人工智慧偏見和公平性的認知和擔憂有所增加等。最近，人工智慧法規的發展以及模型彈性和可解釋性技術的改進有可能提高業務透明度和競爭差異化。 LIME（與局部可解釋模型無關的解釋）和 SHAP（SHApley 加法解釋）等模型體現了開發更簡單、更可解釋的人工智慧系統的機會。

然而，深度學習模型固有的複雜性、準確性和可解釋性之間的潛在權衡以及缺乏標準化可解釋性指標等挑戰阻礙了更廣泛的採用和發展。此外，XAI 研究的早期階段帶來了資料隱私和安全問題，可能會對法律規範產生負面影響。

最佳創新領域包括整合道德人工智慧框架、透過直覺的介面增強人機交互，以及透過先進的資料視覺化工具來提高認知運算能力。透過投資研發夥伴關係以及與學術機構合作，公司可以透過保持技術前沿來促進成長。 XAI 市場的本質是快速創新，其發展趨勢是與現有人工智慧框架進行強力的整合，為公司提供策略槓桿，以提高消費者信任度和業務透明度。

市場動態：揭示快速發展的可解釋人工智慧市場的關鍵市場洞察

可解釋的人工智慧市場正因供需的動態交互作用而轉變。了解這些不斷變化的市場動態可以幫助企業做出明智的投資決策、策略決策並抓住新的商機。全面了解這些趨勢可以幫助企業降低政治、地理、技術、社會和經濟領域的風險，同時也能幫助消費行為及其對製造業的影響。

  • 市場促進因素
    • 人工智慧系統對透明度和可解釋性的需求日益成長
    • 人工智慧在全球各行業的採用正在擴大
    • 強調透明度和課責的管理方案和指南
  • 市場限制因素
    • 使用人工智慧開發可解釋的解決方案成本高昂
  • 市場機會
    • 持續研發推出新的人工智慧可解釋解決方案
    • 擴大 XAI 的採用，以識別和減輕 AI 模型中的偏差
  • 市場挑戰
    • 將特定的人工智慧可解釋解決方案與人工智慧系統整合的複雜性

波特五力：駕馭可解釋人工智慧市場的策略工具

波特的五力架構是了解可解釋人工智慧市場競爭格局的重要工具。波特的五力框架為評估公司的競爭地位和探索策略機會提供了清晰的方法。該框架可幫助公司評估市場動態並確定新業務的盈利。這些見解使公司能夠利用自己的優勢，解決弱點並避免潛在的挑戰，從而確保更強大的市場地位。

PESTLE分析：了解可解釋人工智慧市場的外部影響

外部宏觀環境因素在塑造可解釋人工智慧市場的績效動態方面發揮關鍵作用。對政治、經濟、社會、技術、法律和環境因素的分析提供了應對這些影響所需的資訊。透過調查 PESTLE 因素，公司可以更了解潛在的風險和機會。這種分析可以幫助公司預測法規、消費者偏好和經濟趨勢的變化，並幫助他們做出積極主動的決策。

市場佔有率分析 了解可解釋的人工智慧市場的競爭格局

可解釋人工智慧市場的詳細市場佔有率分析可以對供應商績效進行全面評估。公司可以透過比較收益、客戶群和成長率等關鍵指標來揭示其競爭地位。該分析揭示了市場集中、分散和整合的趨勢，為供應商提供了製定策略決策所需的洞察力，使他們能夠在日益激烈的競爭中佔有一席之地。

FPNV 在可解釋的人工智慧市場中的定位矩陣供應商績效評估

FPNV 定位矩陣是評估可解釋人工智慧市場供應商的關鍵工具。此矩陣允許業務組織根據商務策略和產品滿意度評估供應商，從而做出與其目標相符的明智決策。這四個象限使您能夠清晰、準確地分類供應商，以確定最能滿足您的策略目標的合作夥伴和解決方案。

策略分析與建議 繪製可解釋的人工智慧市場的成功之路

對於旨在加強其在全球市場的影響力的公司來說，可解釋的人工智慧市場策略分析至關重要。透過考慮關鍵資源、能力和績效指標，公司可以識別成長機會並努力改進。這種方法使您能夠克服競爭環境中的挑戰，利用新的商機，並取得長期成功。

本報告對市場進行了全面分析，涵蓋關鍵重點領域：

1. 市場滲透率：對當前市場環境的詳細審查、主要企業的廣泛資料、對其在市場中的影響力和整體影響力的評估。

2. 市場開拓：辨識新興市場的成長機會，評估現有領域的擴張潛力，並提供未來成長的策略藍圖。

3. 市場多元化：分析近期產品發布、開拓地區、關鍵產業進展、塑造市場的策略投資。

4. 競爭評估與情報：全面分析競爭格局，檢驗市場佔有率、業務策略、產品系列、認證、監理核准、專利趨勢、主要企業的技術進步等。

5. 產品開發與創新：重點在於有望推動未來市場成長的最尖端科技、研發活動和產品創新。

我們也回答重要問題，以幫助相關人員做出明智的決策：

1.目前的市場規模和未來的成長預測是多少？

2. 哪些產品、區隔市場和地區提供最佳投資機會？

3.塑造市場的主要技術趨勢和監管影響是什麼？

4.主要廠商的市場佔有率和競爭地位如何？

5. 推動供應商市場進入和退出策略的收益來源和策略機會是什麼？

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 人工智慧系統對透明度和可解釋性的需求日益成長
      • 人工智慧在全球各行業的採用正在擴大
      • 注重透明度和課責的管理方案和指南
    • 抑制因素
      • 使用人工智慧開發可解釋的解決方案的成本很高。
    • 機會
      • 持續研發推出新的人工智慧可解釋解決方案
      • 更多地採用 XAI 來識別和減少 AI 模型中的偏差
    • 任務
      • 整合特定人工智慧可解釋解決方案和人工智慧系統的複雜性
  • 市場區隔分析
    • 我們提供什麼：用於高階資料處理的整合軟體解決方案的進步使分析和決策流程更加清晰。
    • 部署：由於經濟實惠且易於訪問，雲端基礎的可解釋人工智慧部署越來越受青睞。
    • 應用：擴大可解釋人工智慧在藥物發現和診斷的應用，以實現個人化治療
    • 最終用途：可解釋的人工智慧在航太和國防領域的新興應用可實現透明的決策和風險分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社群
    • 技術的
    • 合法地
    • 環境

第6章 可解釋的人工智慧市場：透過提供

  • 服務
    • AI/ML 相容服務
    • 諮詢服務
    • 尖端人工智慧/機器學習研究
    • 資料工程服務
    • 資料科學諮詢服務
    • 培訓和教育服務
  • 軟體
    • 自動報告工具
    • 整合軟體
    • 互動式視覺化平台
    • 獨立軟體

第7章可解釋的人工智慧市場：按部署

  • 雲端基礎
  • 本地

第 8 章 可解釋的人工智慧市場：按應用分類

  • 藥物發現與診斷
  • 詐欺和異常檢測
  • 身分和存取管理
  • 預測性維護
  • 供應鏈管理

第 9 章 可解釋的人工智慧市場：依最終用途分類

  • 航太和國防
  • 車
  • 銀行、金融服務和保險 (BFSI)
  • 能源/公共產業
  • 衛生保健
  • 資訊科技和通訊
  • 媒體與娛樂
  • 公共部門和政府
  • 零售與電子商務

第 10 章 美洲可解釋的人工智慧市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第11章亞太可解釋人工智慧市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第12章 歐洲、中東和非洲的可解釋人工智慧市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第13章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
    • 富士通與 Informa D&B 合作，將可解釋的人工智慧技術引入金融和商業資訊產業
    • GyanAI推出世界上第一個可解釋的語言模式和調查引擎
    • Temenos 在 Oracle 雲端基礎架構上推出可解釋的人工智慧
  • 戰略分析和建議

公司名單

  • 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