サンプル依頼リスト カート
  • English
  • Korean
  • Traditional Chinese
  • Simplified Chinese
デフォルト表紙
市場調査レポート
商品コード
1643498

人工知能を活用したテストの世界市場

Artificial Intelligence-enabled Testing

出版日
ページ情報
英文 208 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.99円
人工知能を活用したテストの世界市場
出版日: 2025年01月27日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 208 Pages
納期: 即日から翌営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 目次
概要

人工知能を活用したテストの世界市場は2030年までに17億米ドルに達する見込み

2024年に6億2,550万米ドルと推定される人工知能を活用したテストの世界市場は、2024年から2030年にかけてCAGR 18.4%で成長し、2030年には17億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるAI対応テストソフトウェアは、CAGR 16.3%を記録し、分析期間終了までに12億米ドルに達すると予測されます。AI対応テストサービス分野の成長率は、分析期間でCAGR 24.4%と推定されます。

米国市場は1億6,440万米ドルと推定、中国はCAGR17.5％で成長予測

米国の人工知能を活用したテスト市場は、2024年に1億6,440万米ドルと推定されます。世界第2位の経済大国である中国は、分析期間2024-2030年のCAGRを17.5%として、2030年までに2億6,650万米ドルの市場規模に達すると予測されています。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ16.6%と16.1%と予測されています。欧州では、ドイツがCAGR約13.7%で成長すると予測されています。

世界の人工知能を活用したテスト市場- 主要動向と促進要因のまとめ

AIはソフトウェアテストの実務をどのように変革しているか？

人工知能（AI）は、テストプロセスに自動化、精度、効率性を導入することで、ソフトウェアテストに革命をもたらしています。従来のテスト手法は、多くの場合、手動入力と事前に定義されたスクリプトに依存しており、時間がかかり、エラーが発生しやすいです。一方、AIを活用したテストでは、機械学習アルゴリズムと予測分析を活用してテストケースを特定し、優先順位を付けて実行します。これらのツールは、アプリケーションの変更に動的に適応するため、常に手作業で介入する必要性を低減します。

AIを搭載したツールは、テストカバレッジを強化し、開発ライフサイクルの早い段階で不具合を特定するのに特に効果的です。過去のテストデータ、ユーザー行動、アプリケーションログを分析することで、AIシステムはリスクの高い領域を予測することができ、テスト担当者は最も重要なコンポーネントに労力を集中することができます。さらに、AI主導のツールは、テストスクリプトを自動的に生成して維持することで、リグレッションテストを容易にし、新しいアップデートが既存の機能を不用意に中断しないようにします。これらの機能により、AIは最新のソフトウェア・テスト手法の要となっています。

何がテストにおけるAIの採用を促進するのか？

ソフトウェア・アプリケーションの複雑化と開発サイクルの高速化に対する要求の高まりが、テストにおけるAI導入の主な促進要因となっています。今日の競合情勢において、企業はコストを最小限に抑えながら高品質のソフトウェアを迅速に提供する必要に迫られています。AI対応テストツールは、テストプロセスを高速化し、不具合を早期に特定し、さまざまな条件下で信頼性の高いパフォーマンスを確保することで、この課題に対処します。これは、ソフトウェア品質がユーザーの信頼と満足度に直接影響する銀行、ヘルスケア、eコマースなどの業界では特に重要です。

DevOpsと継続的インテグレーション／継続的デリバリー（CI/CD）パイプラインへのシフトも、AI対応テストへの需要を促進しています。これらのプラクティスでは、シームレスなデプロイを保証するために、開発の各段階で頻繁にテストを実施する必要があります。AIを搭載したツールは、CI/CDワークフローにシームレスに統合され、反復的なタスクを自動化し、リアルタイムのテストとフィードバックを可能にします。さらに、ユーザーの行動をシミュレートし、探索的テストを実行するAIの能力は、テスト戦略の全体的な有効性を高め、アジャイル手法を採用する組織にとって不可欠なものとなっています。

AIテストツールはソフトウェア品質を向上させ、コストを削減できるか？

AI対応テストツールは、コストを大幅に削減しながらソフトウェア品質を向上させる上で重要な役割を果たしています。テストケースの生成、実行、レポート作成などの繰り返し作業を自動化することで、AIは大規模な手作業の必要性を最小限に抑え、時間とリソースのコスト削減につながります。また、AIを活用したアナリティクスは、不具合の検出と予測を強化し、リリース後にコストのかかる問題が発生する可能性を低減します。このような品質保証への積極的なアプローチにより、ソフトウェア製品がエンドユーザーの手に渡る前に最高水準を満たすことが保証されます。

さらに、AIツールは、クラウドコンピューティング、IoT、AIそのものを動力源とするものを含む、最新のソフトウェアアプリケーションの複雑化に対応することで、テストのスケーラビリティをサポートします。AIツールは、大規模なテスト環境や複数のシナリオを同時に扱うことができ、包括的なテストカバレッジを保証します。この拡張性と、進化するアプリケーション要件に適応するAIの能力を組み合わせることで、AIを活用したテストは、あらゆる規模の企業にとって費用対効果が高く、信頼性の高いソリューションとなります。

何がAI対応テスト市場の成長を促進しているのか？

人工知能を活用したテスト市場の成長は、効率的で信頼性が高く、スケーラブルなテストソリューションに対するニーズの高まりを反映した、いくつかの重要な要因によってもたらされています。AI、IoT、クラウドコンピューティングなどの技術の急速な進化により、より複雑なソフトウェアエコシステムが構築されつつあり、ダイナミックで相互接続された環境に対応できる高度なテストツールが必要とされています。AI対応のテストソリューションは、こうした進化に対応するために必要な適応性とスピードを提供します。

シームレスなデジタル体験に対する消費者の期待も、ソフトウェア品質を優先するよう組織を後押しし、AIを活用したテストへの投資を促進しています。アジャイルとDevOpsプラクティスの採用は、開発ライフサイクル全体を通して継続的かつ自動化されたテストの重要性をさらに強調しています。さらに、データプライバシーとセキュリティに関する規制要件は、プロセスの早い段階で脆弱性を特定することでコンプライアンスを確保できるAIツールの利用を促しています。これらの要因は、AIアルゴリズムとテストフレームワークにおける継続的な技術革新と相まって、市場の急速な拡大に拍車をかけており、AI対応テストが現代のソフトウェア開発エコシステムの重要な構成要素であることを確固たるものにしています。

セグメント

コンポーネント（ソフトウェアコンポーネント、サービスコンポーネント）、テクノロジー（機械学習とパターン認識テクノロジー、自然言語処理（NLP）テクノロジー、コンピュータビジョンと画像処理テクノロジー）、用途（テスト自動化用途、インフラ最適化用途、その他用途）、最終用途（IT＆テレコム最終用途、BFSI最終用途、ヘルスケア最終用途、エネルギー＆公益事業最終用途、その他最終用途）

調査対象企業の例（注目の42社）

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

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
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