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人工智能測試市場規模、份額和趨勢分析報告：按組件、部署、最終用途行業、應用程序、技術、地區、細分市場趨勢，2023-2030 年

市場調查報告書

商品編碼

1301270

人工智能測試市場規模、份額和趨勢分析報告：按組件、部署、最終用途行業、應用程序、技術、地區、細分市場趨勢，2023-2030 年

AI-enabled Testing Market Size, Share & Trends Analysis Report By Component (Solution, Services), By Deployment (Cloud, On-premise), By End-use Industry (Government, BFSI), By Application, By Technology, By Region, And Segment Forecasts, 2023 - 2030

出版日期: 2023年06月21日 | 出版商:

Grand View Research | 英文 100 Pages | 商品交期: 2-10個工作天內

價格

簡介目錄圖表

人工智能測試市場的增長和趨勢

根據Grand View Research, Inc.最新報告，2023年至2030年，全球人工智能測試市場規模將以18.4%的複合年增長率增長，到2030年將達到16.3億美元。

新興人工智能 (AI) 正在改變技術格局。它在軟件和工具開發的許多方面的應用正在推動市場發展。此外，計算機視覺和圖像處理領域的重大創新和推出預計將推動市場增長。例如，用於軟件測試的 Applitools Visual AI 使用訓練有素的 AI 和機器學習 (ML) 算法來提供準確性。同樣，2023 年 4 月，軟件測試平台 Sofy 宣布推出 SofySense，這是一種無代碼、生成式 AI 移動應用測試解決方案。

通過將智能軟件測試AI技術集成到GPT中，該服務將改善索菲當前的平台並協助質量保證。領先的公司正在專注於創新和開發人工智能測試工具，以獲得市場優勢。例如，2022 年 10 月，是德科技宣布推出一項新的自動化 AI 測試，為 5G 設備提供支持。該公司推出這一測試工具是為了通過自動化和人工智能增強智能手機用戶與內置應用程序之間的交互。同樣，2021 年 2 月，Sauce Labs Inc. 收購了 AutonomIQ。此次收購增強了無腳本測試自動化，並擴展了功能集，包括可視化測試、API 測試、前端性能測試和功能性 UI 測試，進一步擴展和深化 Sauce Labs 產品組合。

自我修復測試可能會推動人工智能測試工具市場的增長。在傳統測試自動化系統中，應用程序組件由不同的標識符定義。這些元素可能會隨著應用程序的升級或修改而改變。由於該項目的定義是固定的，之前成功的測試現在失敗了，給出了假陰性結果。自我修復測試使用人工智能算法自動檢測由於動態屬性導致的意外錯誤，並提出更好的解決方案或自動更新腳本。此測試可以避免測試失敗，並使 QA 人員無需跟蹤和解決問題。

人工智能支持的測試市場報告亮點

2022 年，軟件細分市場佔全球收入份額超過 77%，處於市場領先地位。人工智能應用在軟件開發各個方面的出現推動了市場的增長。軟件中的測試應用程序側重於促進軟件開發生命週期。人工智能算法可以分析大量數據並識別模式以提高測試覆蓋率。
預計雲細分市場在預測期內將以最高的複合年增長率增長。這種增長是由提供無限可擴展性和資源的雲解決方案推動的。公司可以有效地為人工智能測試提供基礎設施，並根據需求擴大或縮小其規模。
測試自動化領域在 2022 年佔據市場主導地位，份額超過 58%。增長是由人工智能測試工具推動的，利用人工智能算法和技術來增強測試自動化。與雲計算實例相結合，它可以為您的測試過程帶來進一步的可擴展性和靈活性。
隨著新技術的不斷發展，自然語言處理領域正在經歷快速增長。客戶對基於雲的技術的需求不斷增長以及通信基礎設施的進步正在推動 NLP 的增長。
2022 年的市場將以 IT 和電信為主，份額將超過 18%。該行業受到人工智能測試的巨大影響，為通信的各個方面帶來了眾多好處和進步。 AI測試技術使測試過程自動化，從而能夠更快、更高效地測試通信網絡、服務和系統。
預計亞太地區在預測期內的複合年增長率最高。印度、中國、日本和其他亞太國家正在創新並推出新產品和平台。例如，2022年6月，新加坡宣布推出首個人工智能治理測試框架和工具箱，幫助人工智能開發者客觀、獨立地評估其係統。

內容

第一章調查方法及範圍

調查方法
調查範圍和假設
信息獲取
- 購買的數據庫
- Gvr 內部數據庫
- 二手信息和第三方觀點
- 初步調查
信息分析
- 數據分析模型
市場形成和數據可視化
驗證和發布數據

第 2 章執行摘要

市場前景
分部展望
競爭考慮因素

第三章市場變量、趨勢和範圍

市場血統
行業價值鏈分析
人工智能支持的測試市場 - 市場動態
- 市場驅動因素分析
- 市場製約因素分析
- 行業問題
- 行業機會
業務環境工具分析：人工智能驅動的測試市場
- 波特五力分析
- 杵分析
經濟大趨勢分析

第 4 章：人工智能支持的測試市場：組件展望

2022 年和 2030 年組件變化分析和市場份額
軟件
服務

第五章人工智能測試市場：發展前景

2022 年和 2030 年部署變化分析和市場份額
雲
本地

第 6 章：人工智能支持的測試市場：技術展望

2022 年和 2030 年技術波動分析和市場份額
機器學習/模式識別
自然語言處理 (NLP)
計算機視覺和圖像處理

第 7 章：人工智能支持的測試市場：應用前景

2022 年和 2030 年應用變化分析和市場份額
測試自動化
基礎設施優化
其他

第 8 章：人工智能支持的測試市場：最終用途行業展望

2022 年和 2030 年最終用途行業變化分析和市場份額
醫療保健
IT/通信
能源與公用事業
BFSI
政府
其他

第9章區域估算與趨勢分析

人工智能支持的測試市場：2022 年和 2030 年區域變化分析
北美
- 美國
- 加拿大
歐洲
- 德國
- 英國
- 法國
亞太地區
- 中國
- 日本
- 印度
- 韓國
- 澳大利亞
拉丁美洲
- 巴西
- 墨西哥
中東和非洲
- 沙特阿拉伯王國
- 阿拉伯聯合酋長國
- 南非

第 10 章 AI 支持的測試市場 - 競爭格局

近期趨勢和影響分析：按主要市場進入者分類
公司分類
參與公司概覽
財務業績
- 附錄
產品基準
公司熱力圖分析
戰略規劃
- 擴展名
- 併購
- 合作
- 推出新產品
- 研究與開發
公司簡介/列表
- Sauce Labs Inc.
- Retest Gmbh
- D2l Corporation
- Functionize Inc.
- Diffblue Ltd.
- Applitools
- Capgemini Se
- Testrigor
- Micro Focus International Plc

簡介目錄圖表

Product Code: GVR-4-68040-089-8

AI-enabled Testing Market Growth & Trends

The global AI-enabled testing market size is anticipated to reach USD 1.63 billion by 2030, registering a CAGR of 18.4% from 2023 to 2030, according to a new report by Grand View Research, Inc. Emerging Artificial Intelligence (AI) is transforming the technological landscape. Its application in numerous facets of software and tools development is fueling market growth. Moreover, Significant innovations and launches in computer vision & image processing are anticipated to drive market growth. For instance, Applitools's Visual AI for software testing provides accuracy using trained AI and Machine Learning (ML) algorithms. Similarly, in April 2023, A no-code, generative AI-driven mobile app testing solution SofySense was introduced by the software testing platform Sofy.

By integrating GPT-integrated, intelligent software-testing AI technology, the service improves Sofy's current platform and aids in quality assurance.Major players are focusing on innovations and the development of AI-enabled testing tools to stay ahead in the market. For instance, in October 2022, Keysight Technologies unveiled new automated AI testing to enhance 5G devices. The business launched this testing tool to increase smartphone users' interaction with built-in applications through automation and artificial intelligence. Similarly, in February 2021, Sauce Labs Inc. acquired AutonomIQ; This acquisition enhances scriptless test automation to an expanding capability set that already includes visual testing, API testing, front-end performance testing, and functional UI testing to broaden further and deepen the Sauce Labs portfolio.

The self-healing test is likely to fuel the AI-enabled testing tools market growth. The components of an application are defined by distinct identifiers in traditional test automation systems. These elements may also alter whenever the application is upgraded or modified. Since items have fixed definitions, previously successful tests will now fail and produce false negative results. AI algorithms are used in self-healing tests to detect unanticipated mistakes caused by dynamic properties automatically and either suggest a better solution or automatically update the script. This testing avoids test failures and saves QA staff time from having to track down and resolve any problems.

AI-enabled Testing Market Report Highlights

The software segment led the market in 2022 accounting for over 77% share of the global revenue. The emergence of AI applications in numerous facets of software development will fuel market growth. Testing application in software focuses on making the software development life cycle easier. AI algorithms analyze vast amounts of data and identify patterns, allowing for improved test coverage
The cloud segment is estimated to grow at the highest CAGR over the forecast period. This growth is led by cloud-based solutions offering unlimited scalability and resources. Organizations efficiently deliver and scale up or down their AI-enabled testing infrastructure based on the demand
The test automation segment dominated the market with a share of over 58% in 2022. The growth is led by AI-testing tools, which enhance test automation by leveraging AI algorithms and techniques. Combined with cloud computing instances, it can bring even more scalability and flexibility to the testing process
The NLP segment is witnessing rapid growth owing to the growing acceptance of novel technology advancements. Increased customer demands for cloud-based technology and advancements in communication infrastructure are accelerating NLP growth
IT & telecommunication led the market in 2022 with a share of over 18%. The industry has been significantly impacted by AI testing, bringing numerous benefits and advancements to various aspects of telecommunications. AI testing techniques are automating the testing process, enabling faster and more efficient testing of telecommunication networks, services, and systems
Asia Pacific is anticipated to register the highest CAGR over the forecast period. India, China, Japan, and other countries of Asia Pacific are innovating and launching new products and platforms. For instance, in June 2022, Singapore introduced the first AIgovernance testing framework and toolbox to assist AI developers in objectively and independently evaluating their systems

Chapter 1 Methodology And Scope

1.1 Research Methodology
1.2 Research Scope & Assumptions
1.3 Information Procurement
- 1.3.1 Purchased Database
- 1.3.2 Gvr's Internal Database
- 1.3.3 Secondary Sources & Third Party Perspective
- 1.3.4 Primary Research
1.4 Information Analysis
- 1.4.1 Data Analysis Models
1.5 Market Formulation And Data Visualization
1.6 Data Validation And Publishing

Chapter 2 Executive Summary

2.1 Market Outlook
2.2 Segmental Outlook
2.3 Competitive Insights

Chapter 3 Market Variables, Trends & Scope

3.1 Market Lineage
3.2 Industry Value Chain Analysis
3.3 Ai-Enabled Testing Market - Market Dynamics
- 3.3.1 Market Driver Analysis
- 3.3.2 Market Restraint Analysis
- 3.3.3 Industry Challenges
- 3.3.4 Industry Opportunities
3.4 Business Environmental Tools Analysis: Ai-Enabled Testing Market
- 3.4.1 Porter's Five Forces Analysis
  - 3.4.1.1 Bargaining Power Of Suppliers
  - 3.4.1.2 Bargaining Power Of Buyers
  - 3.4.1.3 Threat Of Substitution
  - 3.4.1.4 Threat Of New Entrants
  - 3.4.1.5 Competitive Rivalry
- 3.4.2 Pestle Analysis
  - 3.4.2.1 Political Landscape
  - 3.4.2.2 Economic Landscape
  - 3.4.2.3 Social Landscape
  - 3.4.2.4 Technology Landscape
  - 3.4.2.5 Environmental Landscape
  - 3.4.2.6 Legal Landscape
3.5 Economic Mega Trend Analysis

Chapter 4 Ai-Enabled Testing Market: Component Outlook

4.1 Component Movement Analysis & Market Share, 2022 & 2030
4.2 Software
- 4.2.1 Software Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)
4.3 Services
- 4.3.1 Services Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)

Chapter 5 Ai-Enabled Testing Market: Deployment Outlook

5.1 Deployment Movement Analysis & Market Share, 2022 & 2030
5.2 Cloud
- 5.2.1 Cloud Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)
5.3 On-Premises
- 5.3.1 On-Premisesai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)

Chapter 6 Ai-Enabled Testing Market: Technology Outlook

6.1 Technology Movement Analysis & Market Share, 2022 & 2030
6.2 Machine Learning And Pattern Recognition
- 6.2.1 Machine Learning And Pattern Recognition Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)
6.3 Natural Language Processing (Nlp)
- 6.3.1 Nlp Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)
6.4 Computer Vision And Image Processing
- 6.4.1 Computer Vision And Image Processing Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)

Chapter 7 Ai-Enabled Testing Market: Application Outlook

7.1 Application Movement Analysis & Market Share, 2022 & 2030
7.2 Test Automation
- 7.2.1 Test Automation Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)
7.3 Infrastructure Optimization
- 7.3.1 Infrastructure Optimization Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)
7.4 Others
- 7.4.1 Others Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)

Chapter 8 Ai-Enabled Testing Market: End-Use Industry Outlook

8.1 End-Use Industry Movement Analysis & Market Share, 2022 & 2030
8.2 Healthcare
- 8.2.1 Healthcare Ai-Enabled Testing Market Size Estimates And Forecastes, 2017 - 2030 (USD Million)
8.3 It& Telecommunication
- 8.3.1 It & Telecommunication Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)
8.4 Energy & Utilities
- 8.4.1 Energy & Utilities Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)
8.5 Bfsi
- 8.5.1 Bfsi Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)
8.6 Government
- 8.6.1 Government Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)
8.7 Others
- 8.7.1 Others Ai-Enabled Testing Market Size Estimates And Forecasts, 2017 - 2030 (USD Million)

Chapter 9 Regional Estimates And Trend Analysis

9.1 Ai-Enabled Testing Market: Regional Movement Analysis, 2022 & 2030
9.2 North America
- 9.2.1. Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.2.2. U.S.
  - 9.2.2.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.2.3. Canada
  - 9.2.3.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
9.3 Europe
- 9.3.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.3.2 Germany
  - 9.3.2.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.3.3 Uk
  - 9.3.3.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.3.4 France
  - 9.3.4.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
9.4 Asia Pacific
- 9.4.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.4.2 China
  - 9.4.2.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.4.3 Japan
  - 9.4.3.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.4.4 India
  - 9.4.4.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.4.5 South Korea
  - 9.4.5.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.4.6 Australia
  - 9.4.6.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
9.5 Latin America
- 9.5.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.5.2 Brazil
  - 9.5.2.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.5.3 Mexico
  - 9.5.3.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
9.6 Mea
- 9.6.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.6.2 Kingdom Of Saudi Arabia
  - 9.6.2.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.6.3 Uae
  - 9.6.3.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)
- 9.6.4 South Africa
  - 9.6.4.1 Market Estimates And Forecasts, 2017 - 2030 (USD Million)

Chapter 10 Ai-Enabled Testing Market - Competitive Landscape

10.1 Recent Developments & Impact Analysis, By Key Market Participants
10.2 Company Categorization
10.3 Participant's Overview
10.4 Financial Performance
- 10.4.1 Appendix
10.5 Product Benchmarking
10.6 Company Heat Map Analysis
10.7 Strategy Mapping
- 10.7.1 Expansion
- 10.7.2 Mergers & Acquisition
- 10.7.3 Collaborations
- 10.7.4 New Product Launches
- 10.7.5 Research & Development
10.8 Company Profiles/Listing
- 10.8.1. Sauce Labs Inc.
- 10.8.2. Retest Gmbh
- 10.8.3. D2l Corporation
- 10.8.4. Functionize Inc.
- 10.8.5. Diffblue Ltd.
- 10.8.6. Applitools
- 10.8.7. Capgemini Se
- 10.8.8. Testrigor
- 10.8.9. Micro Focus International Plc
  - 10.8.10.

簡介目錄圖表

List of Tables

Table 1. Global AI-enabled testing market - Industry snapshot & key buying criteria, 2017 - 2030
Table 2. Global AI-enabled testing market, 2017 - 2030 (USD Million)
Table 3. Global AI-enabled testing market, by region, 2017 - 2030 (USD Million)
Table 4. Global AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 5. Global AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 6. Global AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 7. Global AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 8. Global AI-enabled testing market, by end-use Industry, 2017 - 2030 (USD Million)
Table 9. Global AI-enabled testing market, Key market driver impact
Table 10. AI-enabled testing market - Key market restraint impact
Table 11. AI-enabled testing - M&A, collaborations & partnership scenario
Table 12. Global software systems market, by region, 2017 - 2030 (USD Million)
Table 13. Global services systems market, by region, 2017 - 2030 (USD Million)
Table 14. Global deployment AI-enabled testing market, by region, 2017 - 2030 (USD Million)
Table 15. Global cloud systems market, by region, 2017 - 2030 (USD Million)
Table 16. Global on-premises systems market, by region, 2017 - 2030 (USD Million)
Table 17. Global technology AI-enabled testing market, by region, 2017 - 2030 (USD Million)
Table 18. Global machine learning and pattern recognition market, by region, 2017 - 2030 (USD Million)
Table 19. Global NLP systems market, by region, 2017 - 2030 (USD Million)
Table 20. Global computer vision and image processing systems market, by region, 2017 - 2030 (USD Million)
Table 21. Global application AI-enabled testing market, by region, 2017 - 2030 (USD Million)
Table 22. Global test automation market, by region, 2017 - 2030 (USD Million)
Table 23. Global infrastructure optimization market, by region, 2017 - 2030 (USD Million)
Table 24. Global others market, by region, 2017 - 2030 (USD Million)
Table 25. Global end-use industry AI-enabled testing market, by region, 2017 - 2030 (USD Million)
Table 26. Global healthcare market, by region, 2017 - 2030 (USD Million)
Table 27. Global IT & telecommunication market, by region, 2017 - 2030 (USD Million)
Table 28. Global energy & utilities market, by region, 2017 - 2030 (USD Million)
Table 29. Global BFSI market, by region, 2017 - 2030 (USD Million)
Table 30. Global government market, by region, 2017 - 2030 (USD Million)
Table 31. Global others market, by region, 2017 - 2030 (USD Million)
Table 32. North America AI-enabled testing market, 2017 - 2030 (USD Million)
Table 33. North America AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 34. North America AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 35. North America AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 36. North America AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 37. North America AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 38. U.S. AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 39. U.S. AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 40. U.S. AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 41. U.S. AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 42. U.S. AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 43. Canada AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 44. Canada AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 45. Canada AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 46. Canada AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 47. Canada AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 48. Europe AI-enabled testing market, 2017 - 2030 (USD Million)
Table 49. Europe AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 50. Europe AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 51. Europe AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 52. Europe AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 53. Europe AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 54. UK AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 55. UK AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 56. UK AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 57. UK AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 58. UK AI-enabled testing market, by end-use Industry, 2017 - 2030 (USD Million)
Table 59. Germany AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 60. Germany AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 61. Germany AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 62. Germany AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 63. Germany AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 64. France AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 65. France AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 66. France AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 67. France AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 68. France AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 69. Asia Pacific AI-enabled testing market, 2017 - 2030 (USD Million)
Table 70. Asia Pacific AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 71. Asia Pacific AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 72. Asia Pacific AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 73. Asia Pacific AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 74. Asia Pacific AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 75. China AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 76. China AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 77. China AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 78. China AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 79. China AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 80. Japan AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 81. Japan AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 82. Japan AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 83. Japan AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 84. Japan AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 85. India AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 86. India AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 87. India AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 88. India AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 89. India AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 90. South Korea AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 91. South Korea AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 92. South Korea AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 93. South Korea AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 94. South Korea AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 95. Australia AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 96. Australia AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 97. Australia AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 98. Australia AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 99. Australia AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 100. Latin America AI-enabled testing market, 2017 - 2030 (USD Million)
Table 101. Latin America AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 102. Latin America AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 103. Latin America AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 104. Latin America AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 105. Latin America AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 106. Brazil AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 107. Brazil AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 108. Brazil AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 109. Brazil AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 110. Brazil AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 111. Mexico AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 112. Mexico AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 113. Mexico AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 114. Mexico AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 115. Mexico AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 116. MEA AI-enabled testing market, 2017 - 2030 (USD Million)
Table 117. MEA AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 118. MEA AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 119. MEA AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 120. MEA AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 121. MEA AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 122. Kingdom of Saudi Arabia AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 123. Kingdom of Saudi Arabia AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 124. Kingdom of Saudi Arabia AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 125. Kingdom of Saudi Arabia AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 126. Kingdom of Saudi Arabia AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 127. UAE AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 128. UAE AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 129. UAE AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 130. UAE AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 131. UAE AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)
Table 132. South Africa AI-enabled testing market, by component, 2017 - 2030 (USD Million)
Table 133. South Africa AI-enabled testing market, by deployment, 2017 - 2030 (USD Million)
Table 134. South Africa AI-enabled testing market, by technology, 2017 - 2030 (USD Million)
Table 135. South Africa AI-enabled testing market, by application, 2017 - 2030 (USD Million)
Table 136. South Africa AI-enabled testing market, by end-use industry, 2017 - 2030 (USD Million)