What is Explainable AI (XAI)?

Explainable AI (XAI) refers to the set of techniques and methods used to make AI models and their decisions understandable to humans. It aims to provide transparency and interpretability to AI systems, especially in high-stakes applications like healthcare, finance, and autonomous vehicles.

Why is Explainable AI Important?

XAI is crucial for building trust in AI systems, especially when they make decisions that impact human lives. It helps users understand why an AI model made a particular decision, which is essential for compliance, accountability, and ethical considerations.

How big is the explainable AI (XAI) market?

The Global Explainable AI Market size is expected to be worth around USD 34.6 Billion by 2033, from USD 6.4 Billion in 2023, growing at a CAGR of 18.4% during the forecast period from 2024 to 2033.

Who are the top players in the Explainable AI Market?

Key players covered in the report include ID Quantique, QuintessenceLabs, MagiQ Technologies (acquired by Raytheon Technologies Corporation), Toshiba Corporation, Qubitekk, QuantumCTek Co. Ltd., PQ Solutions, Infineon Technologies AG, Anhui Qasky Quantum Technology Co. Ltd., NEC Corp., Microsoft Corp., Other Key Players

Which region is expected to dominate the Explainable AI Market?

In 2023, North America held a dominant market position in the Explainable AI (XAI) sector, capturing more than a 31.6% share of the global market.

What are the Key Drivers of the Explainable AI Market?

The growing adoption of AI in critical applications, regulatory requirements for transparency, and the need to mitigate bias and discrimination in AI systems are key drivers of the XAI market.

What are the Challenges in Implementing Explainable AI?

Challenges include the complexity of AI models, the trade-off between accuracy and interpretability, and the need for interdisciplinary collaboration between AI researchers, domain experts, and ethicists.

Global Explainable AI Market By Component (Hardware, Software), By Application (Network Security, Database Encryption, Application Security), By End-User (Government and Defense, BFSI, Healthcare, IT and Telecommunication, Aerospace and Defense, Other End-users), By Region And Key Companies - Industry Segment Outlook, Market Assessment, Competition Scenario, Trends And Forecast 2024-2033

Published date: Feb. 2024
Report ID: 115410
Number of Pages: 349
Format:

- 1. Executive Summary
  - 1.1. Definition
  - 1.2. Taxonomy
  - 1.3. Research Scope
  - 1.4. Key Analysis
  - 1.5. Key Findings by Major Segments
  - 1.6. Top strategies by Major Players
- 2. Global Explainable AI Market Overview
  - 2.1. Explainable AI Market Dynamics
    2.1.1. Drivers
    2.1.2. Opportunities
    2.1.3. Restraints
    2.1.4. Challenges
  - 2.2. Macro-economic Factors
  - 2.3. Regulatory Framework
  - 2.4. Market Investment Feasibility Index
  - 2.5. PEST Analysis
  - 2.6. PORTER’S Five Force Analysis
  - 2.7. Drivers & Restraints Impact Analysis
  - 2.8. Industry Chain Analysis
  - 2.9. Cost Structure Analysis
  - 2.10. Marketing Strategy
  - 2.11. Russia-Ukraine War Impact Analysis
  - 2.12. Opportunity Map Analysis
  - 2.13. Market Competition Scenario Analysis
  - 2.14. Product Life Cycle Analysis
  - 2.15. Opportunity Orbits
  - 2.16. Manufacturer Intensity Map
  - 2.17. Major Companies sales by Value & Volume
- 3. Global Explainable AI Market Analysis, Opportunity and Forecast, 2016-2032
  - 3.1. Global Explainable AI Market Analysis, 2016-2021
  - 3.2. Global Explainable AI Market Opportunity and Forecast, 2023-2032
  - 3.3. Global Explainable AI Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    3.3.1. Global Explainable AI Market Analysis by Component: Introduction
    3.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    3.3.3. Hardware
    3.3.4. Software
  - 3.4. Global Explainable AI Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    3.4.1. Global Explainable AI Market Analysis by Application: Introduction
    3.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    3.4.3. Network Security
    3.4.4. Database Encryption
    3.4.5. Application Security
  - 3.5. Global Explainable AI Market Analysis, Opportunity and Forecast, By End-User, 2016-2032
    3.5.1. Global Explainable AI Market Analysis by End-User: Introduction
    3.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2016-2032
    3.5.3. Government and Defense
    3.5.4. BFSI
    3.5.5. Healthcare
    3.5.6. IT and Telecommunication
    3.5.7. Aerospace and Defense
    3.5.8. Other End-users
- 4. North America Explainable AI Market Analysis, Opportunity and Forecast, 2016-2032
  - 4.1. North America Explainable AI Market Analysis, 2016-2021
  - 4.2. North America Explainable AI Market Opportunity and Forecast, 2023-2032
  - 4.3. North America Explainable AI Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    4.3.1. North America Explainable AI Market Analysis by Component: Introduction
    4.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    4.3.3. Hardware
    4.3.4. Software
  - 4.4. North America Explainable AI Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    4.4.1. North America Explainable AI Market Analysis by Application: Introduction
    4.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    4.4.3. Network Security
    4.4.4. Database Encryption
    4.4.5. Application Security
  - 4.5. North America Explainable AI Market Analysis, Opportunity and Forecast, By End-User, 2016-2032
    4.5.1. North America Explainable AI Market Analysis by End-User: Introduction
    4.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2016-2032
    4.5.3. Government and Defense
    4.5.4. BFSI
    4.5.5. Healthcare
    4.5.6. IT and Telecommunication
    4.5.7. Aerospace and Defense
    4.5.8. Other End-users
- 5. Europe Explainable AI Market Analysis, Opportunity and Forecast, 2016-2032
  - 5.1. Europe Explainable AI Market Analysis, 2016-2021
  - 5.2. Europe Explainable AI Market Opportunity and Forecast, 2023-2032
  - 5.3. Europe Explainable AI Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    5.3.1. Europe Explainable AI Market Analysis by Component: Introduction
    5.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    5.3.3. Hardware
    5.3.4. Software
  - 5.4. Europe Explainable AI Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    5.4.1. Europe Explainable AI Market Analysis by Application: Introduction
    5.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    5.4.3. Network Security
    5.4.4. Database Encryption
    5.4.5. Application Security
  - 5.5. Europe Explainable AI Market Analysis, Opportunity and Forecast, By End-User, 2016-2032
    5.5.1. Europe Explainable AI Market Analysis by End-User: Introduction
    5.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2016-2032
    5.5.3. Government and Defense
    5.5.4. BFSI
    5.5.5. Healthcare
    5.5.6. IT and Telecommunication
    5.5.7. Aerospace and Defense
    5.5.8. Other End-users
- 6. Asia-Pacific Explainable AI Market Analysis, Opportunity and Forecast, 2016-2032
  - 6.1. Asia-Pacific Explainable AI Market Analysis, 2016-2021
  - 6.2. Asia-Pacific Explainable AI Market Opportunity and Forecast, 2023-2032
  - 6.3. Asia-Pacific Explainable AI Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    6.3.1. Asia-Pacific Explainable AI Market Analysis by Component: Introduction
    6.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    6.3.3. Hardware
    6.3.4. Software
  - 6.4. Asia-Pacific Explainable AI Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    6.4.1. Asia-Pacific Explainable AI Market Analysis by Application: Introduction
    6.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    6.4.3. Network Security
    6.4.4. Database Encryption
    6.4.5. Application Security
  - 6.5. Asia-Pacific Explainable AI Market Analysis, Opportunity and Forecast, By End-User, 2016-2032
    6.5.1. Asia-Pacific Explainable AI Market Analysis by End-User: Introduction
    6.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2016-2032
    6.5.3. Government and Defense
    6.5.4. BFSI
    6.5.5. Healthcare
    6.5.6. IT and Telecommunication
    6.5.7. Aerospace and Defense
    6.5.8. Other End-users
- 7. South America Explainable AI Market Analysis, Opportunity and Forecast, 2016-2032
  - 7.1. South America Explainable AI Market Analysis, 2016-2021
  - 7.2. South America Explainable AI Market Opportunity and Forecast, 2023-2032
  - 7.3. South America Explainable AI Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    7.3.1. South America Explainable AI Market Analysis by Component: Introduction
    7.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    7.3.3. Hardware
    7.3.4. Software
  - 7.4. South America Explainable AI Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    7.4.1. South America Explainable AI Market Analysis by Application: Introduction
    7.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    7.4.3. Network Security
    7.4.4. Database Encryption
    7.4.5. Application Security
  - 7.5. South America Explainable AI Market Analysis, Opportunity and Forecast, By End-User, 2016-2032
    7.5.1. South America Explainable AI Market Analysis by End-User: Introduction
    7.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2016-2032
    7.5.3. Government and Defense
    7.5.4. BFSI
    7.5.5. Healthcare
    7.5.6. IT and Telecommunication
    7.5.7. Aerospace and Defense
    7.5.8. Other End-users
- 8. Middle East and Africa Explainable AI Market Analysis, Opportunity and Forecast, 2016-2032
  - 8.1. Middle East and Africa Explainable AI Market Analysis, 2016-2021
  - 8.2. Middle East and Africa Explainable AI Market Opportunity and Forecast, 2023-2032
  - 8.3. Middle East and Africa Explainable AI Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    8.3.1. Middle East and Africa Explainable AI Market Analysis by Component: Introduction
    8.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    8.3.3. Hardware
    8.3.4. Software
  - 8.4. Middle East and Africa Explainable AI Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    8.4.1. Middle East and Africa Explainable AI Market Analysis by Application: Introduction
    8.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    8.4.3. Network Security
    8.4.4. Database Encryption
    8.4.5. Application Security
  - 8.5. Middle East and Africa Explainable AI Market Analysis, Opportunity and Forecast, By End-User, 2016-2032
    8.5.1. Middle East and Africa Explainable AI Market Analysis by End-User: Introduction
    8.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2016-2032
    8.5.3. Government and Defense
    8.5.4. BFSI
    8.5.5. Healthcare
    8.5.6. IT and Telecommunication
    8.5.7. Aerospace and Defense
    8.5.8. Other End-users
- 9. Global Explainable AI Market Analysis, Opportunity and Forecast, By Region , 2016-2032
  - 9.1. Global Explainable AI Market Analysis by Region : Introduction
  - 9.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Region , 2016-2032
    9.2.1.North America
    9.2.2.Europe
    9.2.3.Asia-Pacific
    9.2.4.South America
    9.2.5.Middle East and Africa
- 10. Global Explainable AI Market Competitive Landscape, Market Share Analysis, and Company Profiles
  - 10.1. Market Share Analysis
  - 10.2. Company Profiles
  - 10.3. ID Quantique
    10.3.1. Company Overview
    10.3.2. Financial Highlights
    10.3.3. Product Portfolio
    10.3.4. SWOT Analysis
    10.3.5. Key Strategies and Developments
  - 10.4. QuintessenceLabs
    10.4.1. Company Overview
    10.4.2. Financial Highlights
    10.4.3. Product Portfolio
    10.4.4. SWOT Analysis
    10.4.5. Key Strategies and Developments
  - 10.5. MagiQ Technologies (acquired by Raytheon Technologies Corporation)
    10.5.1. Company Overview
    10.5.2. Financial Highlights
    10.5.3. Product Portfolio
    10.5.4. SWOT Analysis
    10.5.5. Key Strategies and Developments
  - 10.6. Toshiba Corporation
    10.6.1. Company Overview
    10.6.2. Financial Highlights
    10.6.3. Product Portfolio
    10.6.4. SWOT Analysis
    10.6.5. Key Strategies and Developments
  - 10.7. Qubitekk
    10.7.1. Company Overview
    10.7.2. Financial Highlights
    10.7.3. Product Portfolio
    10.7.4. SWOT Analysis
    10.7.5. Key Strategies and Developments
  - 10.8. QuantumCTek Co., Ltd.
    10.8.1. Company Overview
    10.8.2. Financial Highlights
    10.8.3. Product Portfolio
    10.8.4. SWOT Analysis
    10.8.5. Key Strategies and Developments
  - 10.9. PQ Solutions
    10.9.1. Company Overview
    10.9.2. Financial Highlights
    10.9.3. Product Portfolio
    10.9.4. SWOT Analysis
    10.9.5. Key Strategies and Developments
  - 10.10. Infineon Technologies AG
    10.10.1. Company Overview
    10.10.2. Financial Highlights
    10.10.3. Product Portfolio
    10.10.4. SWOT Analysis
    10.10.5. Key Strategies and Developments
  - 10.11. Anhui Qasky Quantum Technology Co. Ltd.
    10.11.1. Company Overview
    10.11.2. Financial Highlights
    10.11.3. Product Portfolio
    10.11.4. SWOT Analysis
    10.11.5. Key Strategies and Developments
  - 10.12. NEC Corp.
    10.12.1. Company Overview
    10.12.2. Financial Highlights
    10.12.3. Product Portfolio
    10.12.4. SWOT Analysis
    10.12.5. Key Strategies and Developments
  - 10.13. Microsoft Corp.
    10.13.1. Company Overview
    10.13.2. Financial Highlights
    10.13.3. Product Portfolio
    10.13.4. SWOT Analysis
    10.13.5. Key Strategies and Developments
  - 10.14. Other Key Players
    10.14.1. Company Overview
    10.14.2. Financial Highlights
    10.14.3. Product Portfolio
    10.14.4. SWOT Analysis
    10.14.5. Key Strategies and Developments
- 11. Assumptions and Acronyms
- 12. Research Methodology
- 13. Contact
- List of Tables
  - Table 1: Global Explainable AI Market Comparison by Component (2016-2032)
  - Table 2: Global Explainable AI Market Comparison by Application (2016-2032)
  - Table 3: Global Explainable AI Market Comparison by End-User (2016-2032)
  - Table 4: Global Explainable AI Market Revenue (US$ Mn) Comparison by Region (2016-2032)
  - Table 5: Global Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Table 6: Global Explainable AI Market Revenue (US$ Mn) Comparison by Region (2016-2032)
  - Table 7: Global Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 8: Global Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 9: Global Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Table 10: Global Explainable AI Market Y-o-Y Growth Rate Comparison by Region (2016-2032)
  - Table 11: Global Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 12: Global Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 13: Global Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Table 14: Global Explainable AI Market Share Comparison by Region (2016-2032)
  - Table 15: Global Explainable AI Market Share Comparison by Component (2016-2032)
  - Table 16: Global Explainable AI Market Share Comparison by Application (2016-2032)
  - Table 17: Global Explainable AI Market Share Comparison by End-User (2016-2032)
  - Table 18: North America Explainable AI Market Comparison by Application (2016-2032)
  - Table 19: North America Explainable AI Market Comparison by End-User (2016-2032)
  - Table 20: North America Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 21: North America Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Table 22: North America Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 23: North America Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 24: North America Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 25: North America Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Table 26: North America Explainable AI Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Table 27: North America Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 28: North America Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 29: North America Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Table 30: North America Explainable AI Market Share Comparison by Country (2016-2032)
  - Table 31: North America Explainable AI Market Share Comparison by Component (2016-2032)
  - Table 32: North America Explainable AI Market Share Comparison by Application (2016-2032)
  - Table 33: North America Explainable AI Market Share Comparison by End-User (2016-2032)
  - Table 34: Europe Explainable AI Market Comparison by Component (2016-2032)
  - Table 35: Europe Explainable AI Market Comparison by Application (2016-2032)
  - Table 36: Europe Explainable AI Market Comparison by End-User (2016-2032)
  - Table 37: Europe Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 38: Europe Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Table 39: Europe Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 40: Europe Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 41: Europe Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 42: Europe Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Table 43: Europe Explainable AI Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Table 44: Europe Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 45: Europe Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 46: Europe Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Table 47: Europe Explainable AI Market Share Comparison by Country (2016-2032)
  - Table 48: Europe Explainable AI Market Share Comparison by Component (2016-2032)
  - Table 49: Europe Explainable AI Market Share Comparison by Application (2016-2032)
  - Table 50: Europe Explainable AI Market Share Comparison by End-User (2016-2032)
  - Table 51: Asia-Pacific Explainable AI Market Comparison by Component (2016-2032)
  - Table 52: Asia-Pacific Explainable AI Market Comparison by Application (2016-2032)
  - Table 53: Asia-Pacific Explainable AI Market Comparison by End-User (2016-2032)
  - Table 54: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 55: Asia-Pacific Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Table 56: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 57: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 58: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 59: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Table 60: Asia-Pacific Explainable AI Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Table 61: Asia-Pacific Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 62: Asia-Pacific Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 63: Asia-Pacific Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Table 64: Asia-Pacific Explainable AI Market Share Comparison by Country (2016-2032)
  - Table 65: Asia-Pacific Explainable AI Market Share Comparison by Component (2016-2032)
  - Table 66: Asia-Pacific Explainable AI Market Share Comparison by Application (2016-2032)
  - Table 67: Asia-Pacific Explainable AI Market Share Comparison by End-User (2016-2032)
  - Table 68: South America Explainable AI Market Comparison by Component (2016-2032)
  - Table 69: South America Explainable AI Market Comparison by Application (2016-2032)
  - Table 70: South America Explainable AI Market Comparison by End-User (2016-2032)
  - Table 71: South America Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 72: South America Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Table 73: South America Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 74: South America Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 75: South America Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 76: South America Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Table 77: South America Explainable AI Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Table 78: South America Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 79: South America Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 80: South America Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Table 81: South America Explainable AI Market Share Comparison by Country (2016-2032)
  - Table 82: South America Explainable AI Market Share Comparison by Component (2016-2032)
  - Table 83: South America Explainable AI Market Share Comparison by Application (2016-2032)
  - Table 84: South America Explainable AI Market Share Comparison by End-User (2016-2032)
  - Table 85: Middle East and Africa Explainable AI Market Comparison by Component (2016-2032)
  - Table 86: Middle East and Africa Explainable AI Market Comparison by Application (2016-2032)
  - Table 87: Middle East and Africa Explainable AI Market Comparison by End-User (2016-2032)
  - Table 88: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 89: Middle East and Africa Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Table 90: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 91: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 92: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 93: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Table 94: Middle East and Africa Explainable AI Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Table 95: Middle East and Africa Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 96: Middle East and Africa Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 97: Middle East and Africa Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Table 98: Middle East and Africa Explainable AI Market Share Comparison by Country (2016-2032)
  - Table 99: Middle East and Africa Explainable AI Market Share Comparison by Component (2016-2032)
  - Table 100: Middle East and Africa Explainable AI Market Share Comparison by Application (2016-2032)
  - Table 101: Middle East and Africa Explainable AI Market Share Comparison by End-User (2016-2032)
- List of Figures
  - Figure 1: Global Explainable AI Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 2: Global Explainable AI Market Attractiveness Analysis by Component, 2016-2032
  - Figure 3: Global Explainable AI Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 4: Global Explainable AI Market Attractiveness Analysis by Application, 2016-2032
  - Figure 5: Global Explainable AI Market Revenue (US$ Mn) Market Share by End-User in 2022
  - Figure 6: Global Explainable AI Market Attractiveness Analysis by End-User, 2016-2032
  - Figure 7: Global Explainable AI Market Revenue (US$ Mn) Market Share by Region in 2022
  - Figure 8: Global Explainable AI Market Attractiveness Analysis by Region, 2016-2032
  - Figure 9: Global Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Figure 10: Global Explainable AI Market Revenue (US$ Mn) Comparison by Region (2016-2032)
  - Figure 11: Global Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 12: Global Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 13: Global Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Figure 14: Global Explainable AI Market Y-o-Y Growth Rate Comparison by Region (2016-2032)
  - Figure 15: Global Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 16: Global Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 17: Global Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Figure 18: Global Explainable AI Market Share Comparison by Region (2016-2032)
  - Figure 19: Global Explainable AI Market Share Comparison by Component (2016-2032)
  - Figure 20: Global Explainable AI Market Share Comparison by Application (2016-2032)
  - Figure 21: Global Explainable AI Market Share Comparison by End-User (2016-2032)
  - Figure 22: North America Explainable AI Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 23: North America Explainable AI Market Attractiveness Analysis by Component, 2016-2032
  - Figure 24: North America Explainable AI Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 25: North America Explainable AI Market Attractiveness Analysis by Application, 2016-2032
  - Figure 26: North America Explainable AI Market Revenue (US$ Mn) Market Share by End-User in 2022
  - Figure 27: North America Explainable AI Market Attractiveness Analysis by End-User, 2016-2032
  - Figure 28: North America Explainable AI Market Revenue (US$ Mn) Market Share by Country in 2022
  - Figure 29: North America Explainable AI Market Attractiveness Analysis by Country, 2016-2032
  - Figure 30: North America Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Figure 31: North America Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Figure 32: North America Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 33: North America Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 34: North America Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Figure 35: North America Explainable AI Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Figure 36: North America Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 37: North America Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 38: North America Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Figure 39: North America Explainable AI Market Share Comparison by Country (2016-2032)
  - Figure 40: North America Explainable AI Market Share Comparison by Component (2016-2032)
  - Figure 41: North America Explainable AI Market Share Comparison by Application (2016-2032)
  - Figure 42: North America Explainable AI Market Share Comparison by End-User (2016-2032)
  - Figure 43: Europe Explainable AI Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 44: Europe Explainable AI Market Attractiveness Analysis by Component, 2016-2032
  - Figure 45: Europe Explainable AI Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 46: Europe Explainable AI Market Attractiveness Analysis by Application, 2016-2032
  - Figure 47: Europe Explainable AI Market Revenue (US$ Mn) Market Share by End-User in 2022
  - Figure 48: Europe Explainable AI Market Attractiveness Analysis by End-User, 2016-2032
  - Figure 49: Europe Explainable AI Market Revenue (US$ Mn) Market Share by Country in 2022
  - Figure 50: Europe Explainable AI Market Attractiveness Analysis by Country, 2016-2032
  - Figure 51: Europe Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Figure 52: Europe Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Figure 53: Europe Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 54: Europe Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 55: Europe Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Figure 56: Europe Explainable AI Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Figure 57: Europe Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 58: Europe Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 59: Europe Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Figure 60: Europe Explainable AI Market Share Comparison by Country (2016-2032)
  - Figure 61: Europe Explainable AI Market Share Comparison by Component (2016-2032)
  - Figure 62: Europe Explainable AI Market Share Comparison by Application (2016-2032)
  - Figure 63: Europe Explainable AI Market Share Comparison by End-User (2016-2032)
  - Figure 64: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 65: Asia-Pacific Explainable AI Market Attractiveness Analysis by Component, 2016-2032
  - Figure 66: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 67: Asia-Pacific Explainable AI Market Attractiveness Analysis by Application, 2016-2032
  - Figure 68: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Market Share by End-User in 2022
  - Figure 69: Asia-Pacific Explainable AI Market Attractiveness Analysis by End-User, 2016-2032
  - Figure 70: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Market Share by Country in 2022
  - Figure 71: Asia-Pacific Explainable AI Market Attractiveness Analysis by Country, 2016-2032
  - Figure 72: Asia-Pacific Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Figure 73: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Figure 74: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 75: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 76: Asia-Pacific Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Figure 77: Asia-Pacific Explainable AI Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Figure 78: Asia-Pacific Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 79: Asia-Pacific Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 80: Asia-Pacific Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Figure 81: Asia-Pacific Explainable AI Market Share Comparison by Country (2016-2032)
  - Figure 82: Asia-Pacific Explainable AI Market Share Comparison by Component (2016-2032)
  - Figure 83: Asia-Pacific Explainable AI Market Share Comparison by Application (2016-2032)
  - Figure 84: Asia-Pacific Explainable AI Market Share Comparison by End-User (2016-2032)
  - Figure 85: South America Explainable AI Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 86: South America Explainable AI Market Attractiveness Analysis by Component, 2016-2032
  - Figure 87: South America Explainable AI Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 88: South America Explainable AI Market Attractiveness Analysis by Application, 2016-2032
  - Figure 89: South America Explainable AI Market Revenue (US$ Mn) Market Share by End-User in 2022
  - Figure 90: South America Explainable AI Market Attractiveness Analysis by End-User, 2016-2032
  - Figure 91: South America Explainable AI Market Revenue (US$ Mn) Market Share by Country in 2022
  - Figure 92: South America Explainable AI Market Attractiveness Analysis by Country, 2016-2032
  - Figure 93: South America Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Figure 94: South America Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Figure 95: South America Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 96: South America Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 97: South America Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Figure 98: South America Explainable AI Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Figure 99: South America Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 100: South America Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 101: South America Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Figure 102: South America Explainable AI Market Share Comparison by Country (2016-2032)
  - Figure 103: South America Explainable AI Market Share Comparison by Component (2016-2032)
  - Figure 104: South America Explainable AI Market Share Comparison by Application (2016-2032)
  - Figure 105: South America Explainable AI Market Share Comparison by End-User (2016-2032)
  - Figure 106: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 107: Middle East and Africa Explainable AI Market Attractiveness Analysis by Component, 2016-2032
  - Figure 108: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 109: Middle East and Africa Explainable AI Market Attractiveness Analysis by Application, 2016-2032
  - Figure 110: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Market Share by End-User in 2022
  - Figure 111: Middle East and Africa Explainable AI Market Attractiveness Analysis by End-User, 2016-2032
  - Figure 112: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Market Share by Country in 2022
  - Figure 113: Middle East and Africa Explainable AI Market Attractiveness Analysis by Country, 2016-2032
  - Figure 114: Middle East and Africa Explainable AI Market Revenue (US$ Mn) (2016-2032)
  - Figure 115: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Figure 116: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 117: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 118: Middle East and Africa Explainable AI Market Revenue (US$ Mn) Comparison by End-User (2016-2032)
  - Figure 119: Middle East and Africa Explainable AI Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Figure 120: Middle East and Africa Explainable AI Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 121: Middle East and Africa Explainable AI Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 122: Middle East and Africa Explainable AI Market Y-o-Y Growth Rate Comparison by End-User (2016-2032)
  - Figure 123: Middle East and Africa Explainable AI Market Share Comparison by Country (2016-2032)
  - Figure 124: Middle East and Africa Explainable AI Market Share Comparison by Component (2016-2032)
  - Figure 125: Middle East and Africa Explainable AI Market Share Comparison by Application (2016-2032)
  - Figure 126: Middle East and Africa Explainable AI Market Share Comparison by End-User (2016-2032)
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