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市场调查报告书
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1643498

全球人工智慧测试市场

Artificial Intelligence-enabled Testing
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 208 Pages | 商品交期: 最快1-2个工作天内

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简介目录

预计到 2030 年全球人工智慧测试市场规模将达到 17 亿美元

2024 年全球人工智慧测试市场规模估计为 6.255 亿美元，预计 2030 年将达到 17 亿美元，2024 年至 2030 年的复合年增长率为 18.4%。人工智慧测试软体是该报告分析的细分市场之一，预计到分析期结束时复合年增长率将达到 16.3%，达到 12 亿美元。在分析期内，人工智慧测试服务领域的复合年增长率预计将达到 24.4%。

美国市场规模估计为 1.644 亿美元，中国市场预估年复合成长率为 17.5%

预计 2024 年美国人工智慧测试市场价值将达到 1.644 亿美元。中国是世界第二大经济体，预计到 2030 年市场规模将达到 2.665 亿美元，2024-2030 年分析期间的复合年增长率为 17.5%。其他值得注意的区域市场包括日本和加拿大，预计在分析期间的复合年增长率分别为 16.6% 和 16.1%。在欧洲，预计德国的复合年增长率约为 13.7%。

全球人工智慧测试市场 - 主要趋势和驱动因素摘要

人工智慧如何改变软体测试的实践？

人工智慧 (AI) 透过在测试过程中引入自动化、准确性和效率，彻底改变了软体测试。传统的测试技术通常依赖手动输入和预先定义脚本，这既耗时又容易出错。另一方面，人工智慧测试使用机器学习演算法和预测分析来识别、确定优先顺序并执行测试案例。这些工具可以动态地适应应用程式的变化，从而减少了不断进行人工干预的需要。

人工智慧工具在增强测试覆盖率和在开发生命週期早期识别缺陷方面特别有效。透过分析历史测试资料、使用者行为和应用程式日誌，人工智慧系统可以预测高风险区域，让负责人将精力集中在最关键的组件上。此外，人工智慧主导的工具透过自动产生和维护测试脚本来促进回归测试，确保新的更新不会无意中破坏现有功能。这些功能使 AI 成为现代软体测试方法的基石。

什么将推动人工智慧在测试中的应用？

软体应用程式日益复杂以及对更快开发週期的需求是采用人工智慧进行测试的主要驱动力。在当今的竞争环境中，公司需要快速交付高品质的软体，同时尽量降低成本。支援人工智慧的测试工具透过加快测试过程、及早发现缺陷以及确保在各种条件下的可靠性能来解决这项挑战。这在银行、医疗保健和电子商务等行业尤其重要，因为软体品质直接影响用户的信任和满意度。

向 DevOps 和持续整合/持续交付 (CI/CD) 流程的转变也推动了对 AI 测试的需求。这些实践需要在每个开发阶段进行频繁测试，以确保无缝部署。人工智慧工具无缝整合到 CI/CD 工作流程中，以自动执行重复任务并实现即时测试和回馈。此外，人工智慧模拟使用者行为和执行探索性测试的能力提高了测试策略的整体有效性，这对于采用敏捷方法的组织来说至关重要。

人工智慧测试工具能否提高软体品质并降低成本？

支援人工智慧的测试工具在提高软体品质和显着降低成本方面发挥关键作用。透过自动执行测试案例产生、执行和报告等重复性任务，人工智慧最大限度地减少了大量手动工作的需要，从而节省了时间和资源成本。人工智慧分析还可以提高缺陷侦测和预测能力，减少发布后出现代价高昂的问题的可能性。这种主动的品质保证方法可确保软体产品在到达最终用户之前符合最高标准。

此外，人工智慧工具透过解决现代软体应用程式（包括由云端运算、物联网和人工智慧本身动力来源的应用程式）日益复杂的问题来支援测试可扩展性。 AI工具可以同时处理大型测试环境和多种场景，确保全面的测试覆盖。这种扩充性，加上人工智慧适应不断变化的应用需求的能力，使得人工智慧测试成为适合各种规模企业的经济高效且可靠的解决方案。

推动人工智慧测试市场成长的因素有哪些？

人工智慧测试市场的成长由几个关键因素推动，这些因素反映了对高效、可靠和可扩展的测试解决方案日益增长的需求。人工智慧、物联网和云端运算等技术的快速发展正在创造更复杂的软体生态系统，需要能够跟上这种动态、互联环境的先进测试工具。支援人工智慧的测试解决方案提供了跟上这些发展所需的适应性和速度。

消费者对无缝数位体验的期望也促使企业优先考虑软体品质并推动对人工智慧测试的投资。敏捷和 DevOps 实践的采用进一步强调了在整个开发生命週期中进行持续、自动化测试的重要性。此外，有关资料隐私和安全的监管要求正在推动人工智慧工具的使用，这些工具可以透过在流程早期识别漏洞来确保合规性。这些因素，加上人工智慧演算法和测试框架的不断创新，正在推动市场快速扩张，使人工智慧测试成为现代软体开发生态系统的重要组成部分。

部分

元件（软体元件、服务元件）、技术（机器学习和模式识别技术、自然语言处理（NLP）技术、电脑视觉和影像处理技术）、应用程式（测试自动化应用程式、基础设施最佳化应用程式、其他应用程序）、最终用途（IT 和电信最终用途、BFSI 最终用途、医疗保健最终用途、能源和公共产业最终用途、其他最终用途）

受访公司范例（42家值得关注的公司）

  • Applitools Ltd.
  • Capgemini SE
  • D2L Corporation
  • Diffblue Ltd.
  • Functionize
  • OpenText Corporation
  • retest
  • Sauce Labs
  • testRigor, Inc.
  • Tricentis GmbH

目录

第一章调查方法

第 2 章执行摘要

  • 市场概况
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章 市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 竞赛

简介目录
Product Code: MCP29243

Global Artificial Intelligence-enabled Testing Market to Reach US$1.7 Billion by 2030

The global market for Artificial Intelligence-enabled Testing estimated at US$625.5 Million in the year 2024, is expected to reach US$1.7 Billion by 2030, growing at a CAGR of 18.4% over the analysis period 2024-2030. AI-enabled Testing Software, one of the segments analyzed in the report, is expected to record a 16.3% CAGR and reach US$1.2 Billion by the end of the analysis period. Growth in the AI-enabled Testing Services segment is estimated at 24.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$164.4 Million While China is Forecast to Grow at 17.5% CAGR

The Artificial Intelligence-enabled Testing market in the U.S. is estimated at US$164.4 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$266.5 Million by the year 2030 trailing a CAGR of 17.5% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 16.6% and 16.1% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 13.7% CAGR.

Global Artificial Intelligence-Enabled Testing Market - Key Trends & Drivers Summarized

How Is AI Transforming Software Testing Practices?

Artificial Intelligence (AI) is revolutionizing software testing by introducing automation, precision, and efficiency into testing processes. Traditional testing methods often rely on manual input and predefined scripts, which can be time-intensive and error-prone. AI-enabled testing, on the other hand, leverages machine learning algorithms and predictive analytics to identify, prioritize, and execute test cases. These tools adapt dynamically to application changes, reducing the need for constant manual intervention.

AI-powered tools are particularly effective in enhancing test coverage and identifying defects early in the development lifecycle. By analyzing historical test data, user behavior, and application logs, AI systems can predict high-risk areas, enabling testers to focus their efforts on the most critical components. Furthermore, AI-driven tools facilitate regression testing by automatically generating and maintaining test scripts, ensuring that new updates do not inadvertently disrupt existing functionality. These capabilities are making AI a cornerstone of modern software testing practices.

What Drives the Adoption of AI in Testing?

The growing complexity of software applications and the increasing demand for faster development cycles are key drivers of AI adoption in testing. In today’s competitive landscape, businesses are under pressure to deliver high-quality software quickly while minimizing costs. AI-enabled testing tools address this challenge by accelerating testing processes, identifying defects earlier, and ensuring reliable performance under varying conditions. This is especially important in industries like banking, healthcare, and e-commerce, where software quality directly impacts user trust and satisfaction.

The shift toward DevOps and continuous integration/continuous delivery (CI/CD) pipelines is also fueling demand for AI-enabled testing. These practices require frequent testing at every stage of development to ensure seamless deployment. AI-powered tools integrate seamlessly into CI/CD workflows, automating repetitive tasks and enabling real-time testing and feedback. Additionally, the ability of AI to simulate user behavior and execute exploratory testing is enhancing the overall effectiveness of testing strategies, making it indispensable for organizations embracing agile methodologies.

Can AI Testing Tools Improve Software Quality and Reduce Costs?

AI-enabled testing tools are playing a crucial role in improving software quality while significantly reducing costs. By automating repetitive tasks such as test case generation, execution, and reporting, AI minimizes the need for extensive manual labor, leading to cost savings in terms of time and resources. AI-driven analytics also enhance defect detection and prediction, reducing the likelihood of costly post-release issues. This proactive approach to quality assurance ensures that software products meet the highest standards before they reach end-users.

Moreover, AI tools support scalability in testing by accommodating the growing complexity of modern software applications, including those powered by cloud computing, IoT, and AI itself. They can handle large-scale test environments and multiple scenarios simultaneously, ensuring comprehensive test coverage. This scalability, combined with AI’s ability to adapt to evolving application requirements, makes AI-enabled testing a cost-effective and reliable solution for businesses of all sizes.

What’s Driving the Growth of the AI-Enabled Testing Market?

The growth in the Artificial Intelligence-Enabled Testing market is driven by several critical factors, reflecting the increasing need for efficient, reliable, and scalable testing solutions. The rapid evolution of technologies like AI, IoT, and cloud computing is creating more complex software ecosystems, necessitating advanced testing tools capable of handling dynamic and interconnected environments. AI-enabled testing solutions provide the adaptability and speed required to keep pace with these advancements.

Consumer expectations for seamless digital experiences are also pushing organizations to prioritize software quality, driving investments in AI-powered testing. The adoption of agile and DevOps practices further emphasizes the importance of continuous and automated testing throughout the development lifecycle. Additionally, regulatory requirements for data privacy and security are encouraging the use of AI tools that can ensure compliance by identifying vulnerabilities early in the process. These factors, combined with ongoing innovations in AI algorithms and testing frameworks, are fueling the rapid expansion of the market, solidifying AI-enabled testing as a vital component of the modern software development ecosystem.

SCOPE OF STUDY:

The report analyzes the Artificial Intelligence-enabled Testing market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Software Component, Services Component); Technology (Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology, Computer Vision and Image Processing Technology); Application (Test Automation Application, Infrastructure Optimization Application, Other Applications); End-Use (IT & Telecom End-Use, BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 42 Featured) -

  • Applitools Ltd.
  • Capgemini SE
  • D2L Corporation
  • Diffblue Ltd.
  • Functionize
  • OpenText Corporation
  • retest
  • Sauce Labs
  • testRigor, Inc.
  • Tricentis GmbH

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Economic Frontiers: Trends, Trials & Transformations
    • Artificial Intelligence-enabled Testing - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Automated Test Case Generation with AI Accelerates Software Development Cycles
    • AI-Driven Test Automation Tools Propel Growth in Continuous Delivery Pipelines
    • Predictive Analytics in AI Testing Tools Strengthens Case for Risk-Based Testing Strategies
    • Demand for AI in Security Testing Spurs Adoption in Cybersecurity-Critical Industries
    • Real-Time Bug Detection with AI Sets the Stage for Market Growth in Quality Assurance
    • AI-Enhanced Regression Testing Drives Demand for Faster Iterative Development
    • AI Solutions in Performance Monitoring Propel Growth of Testing-as-a-Service Platforms
    • AI-Driven Testing for Mobile Apps Strengthens Business Case for Multi-Platform Applications
    • Demand for AI in Cloud Application Testing Spurs Market Expansion Across SaaS Providers
    • Emerging AI Tools for API Testing Drive Adoption in Microservices Architectures
    • AI in UI/UX Testing Propels Market Growth for Consumer-Centric Applications
    • Increased Adoption of AI in Hardware Testing Creates Opportunities in IoT Markets
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Artificial Intelligence-enabled Testing Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Artificial Intelligence-enabled Testing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Software Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Software Component by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Services Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Services Component by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for BFSI End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for BFSI End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Healthcare End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Healthcare End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Energy & Utilities End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Energy & Utilities End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for IT & Telecom End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for IT & Telecom End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Machine Learning and Pattern Recognition Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Machine Learning and Pattern Recognition Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Natural Language Processing (NLP) Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Natural Language Processing (NLP) Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Computer Vision and Image Processing Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Computer Vision and Image Processing Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Test Automation Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for Test Automation Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Infrastructure Optimization Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Infrastructure Optimization Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Artificial Intelligence-enabled Testing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 30: USA Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 31: USA 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 32: USA Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 34: USA Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 35: USA 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 37: USA 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030
  • CANADA
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Canada 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Canada 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Canada 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030
  • JAPAN
    • Artificial Intelligence-enabled Testing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 46: Japan Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Japan 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 48: Japan Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Japan 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Japan 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Japan 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030
  • CHINA
    • Artificial Intelligence-enabled Testing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 54: China Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 55: China 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 56: China Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 57: China 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 58: China Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 59: China 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 61: China 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030
  • EUROPE
    • Artificial Intelligence-enabled Testing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 62: Europe Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 63: Europe 6-Year Perspective for Artificial Intelligence-enabled Testing by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 64: Europe Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Europe 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Europe 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Europe 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Europe 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030
  • FRANCE
    • Artificial Intelligence-enabled Testing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 72: France Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 73: France 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 74: France Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 75: France 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 76: France Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 77: France 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 78: France Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 79: France 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030
  • GERMANY
    • Artificial Intelligence-enabled Testing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 80: Germany Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Germany 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 82: Germany Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Germany 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 84: Germany Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Germany 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 86: Germany Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Germany 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030
  • ITALY
    • TABLE 88: Italy Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Italy 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 90: Italy Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Italy 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 92: Italy Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Italy 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 94: Italy Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Italy 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030
  • UNITED KINGDOM
    • Artificial Intelligence-enabled Testing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 96: UK Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 97: UK 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 98: UK Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 99: UK 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 100: UK Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 101: UK 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 102: UK Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 103: UK 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 104: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Rest of Europe 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 106: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 107: Rest of Europe 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 108: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 109: Rest of Europe 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Rest of Europe 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence-enabled Testing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 112: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 113: Asia-Pacific 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 114: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 115: Asia-Pacific 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Asia-Pacific 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 118: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 119: Asia-Pacific 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 120: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Component - Software Component and Services Component - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 121: Rest of World 6-Year Perspective for Artificial Intelligence-enabled Testing by Component - Percentage Breakdown of Value Sales for Software Component and Services Component for the Years 2025 & 2030
    • TABLE 122: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by End-Use - BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Rest of World 6-Year Perspective for Artificial Intelligence-enabled Testing by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Energy & Utilities End-Use, Other End-Uses and IT & Telecom End-Use for the Years 2025 & 2030
    • TABLE 124: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Technology - Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 125: Rest of World 6-Year Perspective for Artificial Intelligence-enabled Testing by Technology - Percentage Breakdown of Value Sales for Machine Learning and Pattern Recognition Technology, Natural Language Processing (NLP) Technology and Computer Vision and Image Processing Technology for the Years 2025 & 2030
    • TABLE 126: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence-enabled Testing by Application - Test Automation Application, Infrastructure Optimization Application and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 127: Rest of World 6-Year Perspective for Artificial Intelligence-enabled Testing by Application - Percentage Breakdown of Value Sales for Test Automation Application, Infrastructure Optimization Application and Other Applications for the Years 2025 & 2030

IV. COMPETITION