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1643498

全球人工智慧測試市場

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個工作天內

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簡介目錄

預計到 2030 年全球人工智慧測試市場規模將達到 17 億美元

2024 年全球人工智慧測試市場規模估計為 6.255 億美元，預計 2030 年將達到 17 億美元，2024 年至 2030 年的複合年成長率為 18.4%。人工智慧測試軟體是該報告分析的細分市場之一，預計到分析期結束時複合年成長率將達到 16.3%，達到 12 億美元。在分析期內，人工智慧測試服務領域的複合年成長率預計將達到 24.4%。

美國市場規模估計為 1.644 億美元，中國市場預估年複合成長率為 17.5%

預計 2024 年美國人工智慧測試市場價值將達到 1.644 億美元。中國是世界第二大經濟體，預計到 2030 年市場規模將達到 2.665 億美元，2024-2030 年分析期間的複合年成長率為 17.5%。其他值得注意的區域市場包括日本和加拿大，預計在分析期間的複合年成長率分別為 16.6% 和 16.1%。在歐洲，預計德國的複合年成長率約為 13.7%。

全球人工智慧測試市場 - 主要趨勢和促進因素摘要

人工智慧如何改變軟體測試的實踐？

人工智慧 (AI) 透過在測試過程中引入自動化、準確性和效率，徹底改變了軟體測試。傳統的測試技術通常依賴手動輸入和預先定義腳本，這既耗時又容易出錯。另一方面，人工智慧測試使用機器學習演算法和預測分析來識別、確定優先順序並執行測試案例。這些工具可以動態地適應應用程式的變化，從而減少了不斷進行人工干預的需要。

人工智慧工具在增強測試覆蓋率和在開發生命週期早期識別缺陷方面特別有效。透過分析歷史測試資料、使用者行為和應用程式日誌，人工智慧系統可以預測高風險區域，讓負責人將精力集中在最關鍵的組件上。此外，人工智慧主導的工具透過自動產生和維護測試腳本來促進回歸測試，確保新的更新不會無意中破壞現有功能。這些功能使 AI 成為現代軟體測試方法的基石。

什麼將推動人工智慧在測試中的應用？

軟體應用程式日益複雜以及對更快開發週期的需求是採用人工智慧進行測試的主要驅動力。在當今的競爭環境中，公司需要快速交付高品質的軟體，同時盡量降低成本。支援人工智慧的測試工具透過加快測試過程、及早發現缺陷以及確保在各種條件下的可靠性能來解決這項挑戰。這在銀行、醫療保健和電子商務等行業尤其重要，因為軟體品質直接影響用戶的信任和滿意度。

向 DevOps 和持續整合/持續交付 (CI/CD) 流程的轉變也推動了對 AI 測試的需求。這些實踐需要在每個開發階段進行頻繁測試，以確保無縫部署。人工智慧工具無縫整合到 CI/CD 工作流程中，以自動執行重複任務並實現即時測試和回饋。此外，人工智慧模擬使用者行為和執行探索性測試的能力提高了測試策略的整體有效性，這對於採用敏捷方法的組織來說至關重要。

人工智慧測試工具能否提高軟體品質並降低成本？

支援人工智慧的測試工具在提高軟體品質和顯著降低成本方面發揮關鍵作用。透過自動執行測試案例產生、執行和報告等重複性任務，人工智慧最大限度地減少了大量手動工作的需要，從而節省了時間和資源成本。人工智慧分析還可以提高缺陷偵測和預測能力，減少發布後出現代價高昂的問題的可能性。這種主動的品質保證方法可確保軟體產品在到達最終用戶之前符合最高標準。

此外，人工智慧工具透過解決現代軟體應用程式（包括由雲端運算、物聯網和人工智慧本身動力來源的應用程式）日益複雜的問題來支援測試可擴展性。 AI工具可以同時處理大型測試環境和多種場景，確保全面的測試覆蓋。這種擴充性，加上人工智慧適應不斷變化的應用需求的能力，使得人工智慧測試成為適合各種規模企業的經濟高效且可靠的解決方案。

推動人工智慧測試市場成長的因素有哪些？

人工智慧測試市場的成長由幾個關鍵因素推動，這些因素反映了對高效、可靠和可擴展的測試解決方案日益成長的需求。人工智慧、物聯網和雲端運算等技術的快速發展正在創造更複雜的軟體生態系統，需要能夠跟上這種動態、互聯環境的先進測試工具。支援人工智慧的測試解決方案提供了跟上這些發展所需的適應性和速度。

消費者對無縫數位體驗的期望也促使企業優先考慮軟體品質並推動對人工智慧測試的投資。敏捷和 DevOps 實踐的採用進一步強調了在整個開發生命週期中進行持續、自動化測試的重要性。此外，有關資料隱私和安全的監管要求正在推動人工智慧工具的使用，這些工具可以透過在流程早期識別漏洞來確保合規性。這些因素，加上人工智慧演算法和測試框架的不斷創新，正在推動市場快速擴張，使人工智慧測試成為現代軟體開發生態系統的重要組成部分。

部分

元件（軟體元件、服務元件）、技術（機器學習和模式識別技術、自然語言處理（NLP）技術、電腦視覺和影像處理技術）、應用程式（測試自動化應用程式、基礎設施最佳化應用程式、其他應用程式）、最終用途（IT 和電信最終用途、BFSI 最終用途、醫療保健最終用途、能源和公共產業最終用途、其他最終用途）

受訪公司範例（42家值得關注的公司）

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

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章 市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 競賽

簡介目錄
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