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人工智能支持的測試市場：按組件、按最終用戶、按技術、按國家、按地區 - 行業分析、市場規模、市場份額、2023-2030 年預測
市場調查報告書
商品編碼
1320102

人工智能支持的測試市場：按組件、按最終用戶、按技術、按國家、按地區 - 行業分析、市場規模、市場份額、2023-2030 年預測

AI-Enabled Testing Market with COVID-19 Impact Analysis, By Component, By End-User, By, By Technology, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2023-2030
出版日期: | 出版商: AnalystView Market Insights | 英文 298 Pages | 商品交期: 2-3個工作天內

價格

報告要點

2022 年人工智能測試市場規模將達到 4.807 億美元，2023 年至 2030 年復合年增長率為 15.9%

人工智能支持的測試市場 - 市場動態：

  • 由於準確提供的數據點，最終用戶對人工智能檢測工具的需求增加推動了市場增長
  • 人工智能 (AI) 及其子技術正在被應用於所有行業，以追求創新進步，具有速度、準確性和減少人力等優勢。從醫療保健、汽車、醫院、酒店、製造業到教育，人工智能正在日益影響各個行業。該技術使組織能夠提高效率、降低成本、改善客戶體驗、增加收入並在市場中獲得競爭優勢。根據 Simplilearn 人工智能統計數據，支持人工智能的設備無處不在。現在近 77% 的設備使用某種形式的人工智能技術。到2030年，人工智能將為全球GDP增加15.7萬億美元，增長14%。城市化、工業化和可支配收入的增加正在創造新的市場機會。然而，熟練工人的短缺可能會進一步限制市場增長。

人工智能支持的測試市場 - 主要趨勢：

  • 根據我們的研究分析師分享的分析，全球人工智能測試市場在預測期內（2023-2030年）預計將以 15.9% 左右的複合年增長率增長。
  • 由於可持續增長意識的增強，人工智能測試行業預計將以顯著的速度增長
  • 根據市場細分，預計白色解決方案將在 2022 年佔據最大的市場份額。
  • 從技術細分來看，機器學習、模式識別是2022年的主導類型。
  • 從最終用戶來看，IT/電信將成為 2022 年的主要類型。
  • 按地區劃分，北美將在 2022 年銷量領先。

人工智能支持的測試市場細分分析：

  • 全球人工智能檢測市場根據組件、最終用戶、技術和地區進行細分。
  • 市場根據組成部分分為三類：解決方案和服務。解決方案主導市場人工智能測試市場包括許多產品類別，可解決軟件測試生命週期的不同階段。支持人工智能的智能測試創建解決方案使用機器學習技術來提供基於代碼分析、應用程序行為和使用模式的測試用例。
  • 市場根據技術分為兩類：機器學習和模式識別、自然語言處理（NLP）以及計算機視覺和圖像處理：機器學習和模式識別正在主導市場，預計中國將在維持其統治地位。支持人工智能 (AI) 的測試旨在提高測試的有效性、覆蓋範圍和準確性。這些技術可以實現自動分析、異常檢測和改進的測試流程，最終提高軟件產品的總體質量。
  • 該市場按最終用戶細分為醫療保健、IT 和電信、能源和公用事業、BFSI、政府和其他。IT 和電信主導著市場的增長。軟件系統、網絡和電信基礎設施發揮重要作用的IT和電信行業將受到人工智能檢測的巨大影響。

人工智能支持的測試市場地理洞察：

從地域上看，該市場遍布北美、拉丁美洲、歐洲、亞太和中東非洲地區。這些地區根據引入業務的國家進一步劃分。北美預計將主導人工智能檢測市場的增長。電信行業對高效客戶服務和網絡運營日益增長的需求正在推動市場需求。電信行業是全球最具活力、增長最快的行業之一。客戶體驗正在成為電信行業更加重要和更具競爭力的一個方面。電信統計數據顯示，美國擁有最大的電信服務提供商AT&T。美國在智能手機用戶方面排名第三。由於最終用戶採用人工智能檢測工具，歐洲和亞太地區預計將在預測期內推動市場需求。

人工智能支持的測試市場 - 競爭格局：

對高質量軟件應用程序不斷增長的需求、更快的上市時間以及在敏捷和 DevOps 環境中進行持續測試的需求推動了人工智能檢測解決方案的使用。隨著越來越多的公司認識到人工智能在測試過程中的價值，人工智能測試市場的競爭日益激烈。公司應仔細評估自己的測試需求，考慮價格、支持和集成可能性等方面，並選擇最適合其要求的解決方案。隨著人工智能技術的進步，預計將出現更多創新、智能的測試解決方案，進一步改變軟件測試方式，保證更高的軟件質量和可靠性。

最近的發展

2022 年6 月15 日，Keysight Technologies，一家領先的技術公司，提供先進的設計和驗證解決方案，幫助加速創新，打造互聯互通和安全的世界。該公司最近宣布與Sauce Labs 建立合作夥伴關係，為移動設備、瀏覽器和移動設備上的企業應用程序提供基於雲的測試。安全桌面。

研究的主要特點

  • 這份關於人工智能測試市場的研究報告提供了以2022年為基準年的市場規模、複合年增長率（CAGR%）、估計和預測（2023-2030年）。
  • 該研究報告為客戶提供了人工智能測試市場的最新發展和見解。
  • 該研究報告闡明了不同細分市場/國家的潛在增長機會，並闡述了人工智能測試市場有吸引力的投資主張矩陣。
  • 總體報告確定了新的投資機會、現有企業面臨的挑戰以及人工智能測試市場可持續發展的增長動力。
  • 研究報導詳細討論了 COVID-19 對人工智能測試市場的市場規模、預測、複合年增長率和市場動態的影響。它還涵蓋了對新冠疫情後人工智能測試市場的深入見解。
  • 為了讓本報告的用戶全面了解人工智能測試市場，我們還對人工智能測試市場的競爭格局和關鍵創新者進行了分析。
  • 該研究包括增長前景映射分析，根據市場規模、增長率和吸引力對所有行業領域進行基準測試。
  • 該報告提供了主要市場進入者的詳細公司概況，有助於了解在人工智能測試市場運營的公司的財務信息和戰略舉措。
  • 此外，報告還揭示了全球和區域市場主要進入者的重大收購和兼併、聯盟和合資企業、新產品推出、研發和區域擴張。
  • 本研究報告主要面向該行業的各個利益相關者，如供應商、投資者、新進入者、分銷商和財務分析師。

目錄

第一章 人工智能檢測市場概述

  • 調查範圍
  • 預計上市年限

第二章執行摘要

  • 市場細分
  • 競爭考慮

第三章 人工智能檢測主要市場趨勢

  • 支持人工智能的測試市場驅動因素
  • 人工智能測試市場的製約因素
  • 人工智能檢測的市場機會
  • 人工智能測試市場的未來趨勢

第四章 人工智能檢測行業概況

  • PEST分析
  • 波特五力分析
  • 繪製增長前景
  • 監管框架分析

第五章 AI 支持的測試市場：COVID-19 的影響分析

  • COVID-19 之前的影響分析
  • COVID-19 後的影響分析

第六章 人工智能檢測市場現狀

  • 2022 年人工智能測試市場份額分析
  • 主要製造商的細分數據
    • 已成立公司分析
    • 啟動分析

7.人工智能檢測市場——按組成部分

  • 概述
    • 按組成部分的細分市場份額分析
    • 解析度
    • 服務

8 人工智能檢測市場——按技術分類

  • 概述
    • 按技術劃分的細分市場份額分析
    • 機器學習和模式識別
    • 自然語言處理 (NLP)
    • 計算機視覺和圖像處理

9 人工智能檢測市場——按最終用戶劃分

  • 概述
    • 按最終用戶劃分的細分市場份額分析
    • 衛生保健
    • 資訊科技與通訊
    • 能源和公用事業
    • BFSI
    • 政府
    • 其他

10.人工智能測試市場——按地區

  • 介紹
  • 北美
    • 概述
    • 主要製造商
    • 美國
    • 加拿大
  • 歐洲
    • 概述
    • 主要製造商
    • 德國
    • 意大利
    • 英國
    • 法國
    • 俄羅斯
    • 荷蘭
    • 瑞典
    • 波蘭
    • 其他
  • 亞太地區 (APAC)
    • 概述
    • 主要製造商
    • 印度
    • 中國
    • 日本
    • 韓國
    • 澳大利亞
    • 泰國
    • 印度尼西亞
    • 菲律賓
    • 其他
  • 拉丁美洲
    • 概述
    • 主要製造商
    • 巴西
    • 墨西哥
    • 阿根廷
    • 哥倫比亞
    • 其他
  • 中東和非洲
    • 概述
    • 主要製造商
    • 沙特阿拉伯
    • 阿拉伯聯合酋長國
    • 以色列
    • 土耳其
    • 阿爾及利亞
    • 埃及
    • 其他

第十一章主要供應商分析——人工智能檢測行業

  • 比賽儀表板
  • 公司簡介
    • Sauce Labs Inc.
    • ReTest GmbH
    • D2L Corp.
    • Functionize Inc.
    • Diffblue Ltd.
    • Applitools
    • Capgemini SE
    • testRigor
    • Micro Focus International Plc
    • Tricentis

第十二章 分析師的全面看法

Product Code: ANV1413

REPORT HIGHLIGHT

AI-enabled Testing Market size was valued at USD 480.7 Million in 2022, expanding at a CAGR of 15.9% from 2023 to 2030.

AI can be used to help automate and reduce the amount of ordinary and tedious tasks in development and testing. Testers can use AI to detect common code flaws that might hinder a software system's flawless functioning. Artificial intelligence (AI) has the ability to automatically retrieve data, perform tests, and detect faults and other pertinent affected tests. Automation of exhausting processes, increased test coverage, and the use of intelligent analysis tools are some ways that AI-Enabled Testing can enhance the efficacy, efficiency, and accuracy of software testing. It can provide quicker feedback loops, lower the need for manual labor, and boost the dependability of software systems. The purpose of AI-Enabled Testing is to use AI techniques and algorithms to automate and improve various software testing processes.

AI-Enabled Testing Market- Market Dynamics:

  • The growing Demand for AI-Enabled testing tools by end-Users due to their accurately delivered data points is driving the market growth
  • Artificial Intelligence (AI) and its subset technologies is used across industries to leverage the advantages of speed, accuracy, and lower human effort, all in the pursuit of advancing innovation. From healthcare to automobiles, agriculture to hospitality, manufacturing, or education, AI is increasingly impacting every industry. The technology is enabling organizations to increase efficiency, reduce costs, improve customer experience, boost revenues, and gain competitive advantage in the marketplace. According to Artificial Intelligence Stats by Simplilearn, AI-enabled devices are everywhere. Nearly 77 percent of devices Nowadays use AI technology in one form or another. By 2030, Artificial Intelligence will add 15.7 trillion dollars to the world's GDP, boosting it by 14 percent. Rising urbanization, industrialization, and disposable income are creating new market opportunities. However, a lack of technicians may further restrain the market growth.

AI-enabled Testing Market- Key Insights:

  • As per the analysis shared by our research analyst, the global AI-Enabled Testing market is estimated to grow annually at a CAGR of around 15.9% over the forecast period (2023-2030)
  • The AI-Enabled Testing industry is projected to grow at a significant rate due to the growing awareness of sustainable growth
  • Based on Components segmentation, white Solution was predicted to show maximum market share in the year 2022
  • Based on Technology segmentation, Machine Learning, and Pattern Recognition was the leading type in 2022
  • Based on End-User segmentation, IT & Telecommunication was the leading type in 2022
  • On the basis of region, North America was the leading revenue generator in 2022

AI-enabled Testing Market- Segmentation Analysis:

  • The Global AI-enabled Testing Market is segmented on the basis of component, End-user, Technology, and Region.
  • The market is divided into three categories based on Components: Solution and service. Solution dominates the market. The market for AI-Enabled Testing includes a number of product categories that address various phases of the lifecycle of software testing. Machine learning methods are used by AI-enabled intelligent test creation solutions to provide test cases based on code analysis, application behavior, and usage patterns.
  • The market is divided into two categories based on Technology: Machine Learning and Pattern Recognition, Natural Language Processing (NLP), and Computer Vision and Image processing: Machine Learning and Pattern Recognition dominate the market and are likely to maintain their dominance during the forecast period. Artificial intelligence (AI)-enabled testing attempts to increase test effectiveness, coverage, and accuracy. These methods enable automated analysis, anomaly detection, and testing process improvement, ultimately improving the general caliber of software products.
  • The market is divided into two categories based on End-User: Healthcare, IT & Telecommunication, Energy & Utilities, BFSI, Government and Others. IT & Telecommunication dominates the market growth. The IT and telecommunications industries, where software systems, networks, and communication infrastructure play a crucial role, will be significantly impacted by AI-Enabled Testing.

AI-Enabled Testing Market- Geographical Insights:

Geographically, this market is widespread in the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business. North America is expected to dominate the growth of the AI-Enabled Testing Market Rising need in the telecommunications industry for effective customer services and operating networks is driving market demand. The telecommunications industry is one of the most dynamic and rapidly growing industries globally. Customer experience is becoming a more important and competitive aspect of the telecom industry. According to Telecom Statistics, the U.S. houses the largest telecommunication services provider, AT&T. The United States ranks 3rd with the most smartphone users. Europe and Asia Pacific are expected to drive the market demand in the forecast period, due to the adoption of AI-Enabled Testing tools by end-users.

AI-enabled Testing Market- Competitive Landscape:

The use of AI-Enabled Testing solutions is being driven by the rising demand for high-quality software applications, decreased time-to-market, and the requirement for continuous testing in agile and DevOps environments. The competition in the AI-Enabled Testing market is growing as more companies recognize the value of AI in their testing processes. Businesses should carefully assess their unique testing needs, take into account aspects like pricing, support, and integrating possibilities, and select the solution that best suits their requirements. As AI technology advances, compnies can expect more innovative and intelligent testing solutions to emerge, further transforming the way software is tested and ensuring higher software quality and reliability.

Recent Developments:

Jun 15, 2022, Keysight Technologies, a leading technology company that delivers advanced design and validation solutions to help accelerate innovation to connect and secure the world recently announced a partnership with Sauce Labs to deliver cloud-based testing of enterprise applications on mobile devices, browsers, and secure desktops.

Key features of the study:

  • This proposed research study on AI-Enabled Testing market provides market size (US$ million), compound annual growth rate (CAGR %) and forecast estimation (2023-2030), considering 2022 as the base year
  • The report provides the client the latest up-to-date and trending insights about the AI-Enabled Testing market.
  • The research report elucidates potential growth opportunities across different segments/countries and explains attractive investment proposition matrix for AI-Enabled Testing market
  • The overall report identifies new investment opportunities, challenges faced by established players, and growth factors to sustain in the AI-Enabled Testing market
  • Impact of COVID-19 on AI-Enabled Testing market size, forecast, CAGR, and market dynamics are discussed in detail under the research scope. Detailed insight on AI-Enabled Testing market post-COVID will also be covered.
  • In order to give the users of this report a comprehensive view on the AI-Enabled Testing market, we have also included competitive landscape and key innovator analysis for the AI-Enabled Testing market.
  • The study encompasses a growth prospect mapping analysis, wherein all the industry segments are benchmarked based on their market size, growth rate and attractiveness.
  • The report offers detailed company profiling featuring major market participants which will help users to understand their financial information and strategic initiatives of players operating in the AI-Enabled Testing market.
  • In addition, the report also unveil the important acquisitions & mergers, collaborations & joint ventures, new launch, research & development, regional expansion of major participants involved in the market on global as well as regional level.
  • The global AI-Enabled Testing market report primarily caters to various stakeholders in this industry including suppliers, investors, new entrants, distributors, and financial analysts

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL AI-ENABLED TESTING MARKET KEY PLAYERS

  • Sauce Labs Inc.
  • ReTest GmbH
  • D2L Corp.
  • Functionize Inc.
  • Diffblue Ltd.
  • Applitools
  • Capgemini SE
  • testRigor
  • Micro Focus International Plc
  • Tricentis

GLOBAL AI-ENABLED TESTING MARKET, BY COMPONENT

  • Solution
  • Service

GLOBAL AI-ENABLED TESTING MARKET, BY TECHNOLOGY

  • Machine Learning and Pattern Recognition
  • Natural Language Processing (NLP)
  • Computer Vision and Image Processing

GLOBAL AI-ENABLED TESTING MARKET, BY END-USER

  • Healthcare
  • IT & Telecommunication
  • Energy & Utilities
  • BFSI
  • Government
  • Others

GLOBAL AI-ENABLED TESTING MARKET, BY REGION

  • North America
    • The U.S.
    • Canada
  • Europe
    • Germany
    • France
    • Italy
    • Spain
    • United Kingdom
    • Russia
    • Netherlands
    • Sweden
    • Poland
    • Rest of Europe
  • Asia Pacific
    • India
    • China
    • South Korea
    • Japan
    • Australia
    • Thailand
    • Indonesia
    • Philippines
    • Rest of APAC
  • Latin America
    • Brazil
    • Mexico
    • Argentina
    • Colombia
    • Rest of LATAM
  • The Middle East and Africa
    • Saudi Arabia
    • United Arab Emirates
    • Israel
    • Turkey
    • Algeria
    • Egypt
    • Rest of MEA

Table of Contents

1. AI-Enabled Testing Market Overview

  • 1.1. Study Scope
  • 1.2. Market Estimation Years

2. Executive Summary

  • 2.1. Market Snippet
    • 2.1.1. AI-Enabled Testing Market Snippet by Component
    • 2.1.2. AI-Enabled Testing Market Snippet by Technology
    • 2.1.3. AI-Enabled Testing Market Snippet by End-User
    • 2.1.4. AI-Enabled Testing Market Snippet by Country
    • 2.1.5. AI-Enabled Testing Market Snippet by Region
  • 2.2. Competitive Insights

3. AI-Enabled Testing Key Market Trends

  • 3.1. AI-Enabled Testing Market Drivers
    • 3.1.1. Impact Analysis of Market Drivers
  • 3.2. AI-Enabled Testing Market Restraints
    • 3.2.1. Impact Analysis of Market Restraints
  • 3.3. AI-Enabled Testing Market Opportunities
  • 3.4. AI-Enabled Testing Market Future Trends

4. AI-Enabled Testing Industry Study

  • 4.1. PEST Analysis
  • 4.2. Porter's Five Forces Analysis
  • 4.3. Growth Prospect Mapping
  • 4.4. Regulatory Framework Analysis

5. AI-Enabled Testing Market: COVID-19 Impact Analysis

  • 5.1. Pre-COVID-19 Impact Analysis
  • 5.2. Post-COVID-19 Impact Analysis
    • 5.2.1. Top Performing Segments
    • 5.2.2. Marginal Growth Segments
    • 5.2.3. Top Looser Segments
    • 5.2.4. Marginal Loss Segments

6. AI-Enabled Testing Market Landscape

  • 6.1. AI-Enabled Testing Market Share Analysis, 2022
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. AI-Enabled Testing Market - By Component

  • 7.1. Overview
    • 7.1.1. Segment Share Analysis, By Component, 2022 & 2030 (%)
    • 7.1.2. Solution
    • 7.1.3. Service

8. AI-Enabled Testing Market - By Technology

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Technology, 2022 & 2030 (%)
    • 8.1.2. Machine Learning and Pattern Recognition
    • 8.1.3. Natural Language Processing (NLP)
    • 8.1.4. Computer Vision and Image Processing

9. AI-Enabled Testing Market - By End-User

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By End-User, 2022 & 2030 (%)
    • 9.1.2. Healthcare
    • 9.1.3. IT & Telecommunication
    • 9.1.4. Energy & Utilities
    • 9.1.5. BFSI
    • 9.1.6. Government
    • 9.1.7. Others

10. AI-Enabled Testing Market- By Geography

  • 10.1. Introduction
    • 10.1.1. Segment Share Analysis, By Geography, 2022 & 2030 (%)
  • 10.2. North America
    • 10.2.1. Overview
    • 10.2.2. AI-Enabled Testing Key Manufacturers in North America
    • 10.2.3. North America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.2.4. North America Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
    • 10.2.5. North America Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
    • 10.2.6. North America Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.2.7. U.S.
      • 10.2.7.1. Overview
      • 10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.2.7.3. U.S. Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.2.7.4. U.S. Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.2.7.5. U.S. Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.2.8. Canada
      • 10.2.8.1. Overview
      • 10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.2.8.3. Canada Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.2.8.4. Canada Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.2.8.5. Canada Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
  • 10.3. Europe
    • 10.3.1. Overview
    • 10.3.2. AI-Enabled Testing Key Manufacturers in Europe
    • 10.3.3. Europe Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.3.4. Europe Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
    • 10.3.5. Europe Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
    • 10.3.6. Europe Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.3.7. Germany
      • 10.3.7.1. Overview
      • 10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.7.3. Germany Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.7.4. Germany Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.3.7.5. Germany Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.3.8. Italy
      • 10.3.8.1. Overview
      • 10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.8.3. Italy Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.8.4. Italy Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.3.8.5. Italy Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.3.9. United Kingdom
      • 10.3.9.1. Overview
      • 10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.9.3. United Kingdom Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.9.4. United Kingdom Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.3.9.5. United Kingdom Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.3.10. France
      • 10.3.10.1. Overview
      • 10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.10.3. France Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.10.4. France Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.3.10.5. France Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.3.11. Russia
      • 10.3.11.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.11.2. Russia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.11.3. Russia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.3.11.4. Russia Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.3.12. Netherlands
      • 10.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.12.2. Netherlands Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.12.3. Netherlands Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.3.12.4. Netherlands Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.3.13. Sweden
      • 10.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.13.2. Sweden Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.13.3. Sweden Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.3.13.4. Sweden Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.3.14. Poland
      • 10.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.14.2. Poland Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.14.3. Poland Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.3.14.4. Poland Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.3.15. Rest of Europe
      • 10.3.15.1. Overview
      • 10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.15.3. Rest of the Europe Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.15.4. Rest of the Europe Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.3.15.5. Rest of the Europe Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
  • 10.4. Asia Pacific (APAC)
    • 10.4.1. Overview
    • 10.4.2. AI-Enabled Testing Key Manufacturers in Asia Pacific
    • 10.4.3. Asia Pacific Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.4.4. Asia Pacific Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
    • 10.4.5. Asia Pacific Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
    • 10.4.6. Asia Pacific Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.4.7. India
      • 10.4.7.1. Overview
      • 10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.7.3. India Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.7.4. India Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.4.7.5. India Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.4.8. China
      • 10.4.8.1. Overview
      • 10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.8.3. China Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.8.4. China Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.4.8.5. China Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.4.9. Japan
      • 10.4.9.1. Overview
      • 10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.9.3. Japan Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.9.4. Japan Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.4.9.5. Japan Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.4.10. South Korea
      • 10.4.10.1. Overview
      • 10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.10.3. South Korea Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.10.4. South Korea Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.4.10.5. South Korea Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.4.11. Australia
      • 10.4.11.1. Overview
      • 10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.11.3. Australia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.11.4. Australia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.4.11.5. Australia Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.4.12. Thailand
      • 10.4.12.1. Overview
      • 10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.12.3. Thailand Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.12.4. Thailand Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.4.12.5. Thailand Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.4.13. Indonesia
      • 10.4.13.1. Overview
      • 10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.13.3. Indonesia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.13.4. Indonesia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.4.13.5. Indonesia Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.4.14. Philippines
      • 10.4.14.1. Overview
      • 10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.14.3. Philippines Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.14.4. Philippines Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.4.14.5. Philippines Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.4.15. Rest of APAC
      • 10.4.15.1. Overview
      • 10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.15.3. Rest of APAC Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.15.4. Rest of APAC Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.4.15.5. Rest of APAC Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
  • 10.5. Latin America
    • 10.5.1. Overview
    • 10.5.2. AI-Enabled Testing Key Manufacturers in Latin America
    • 10.5.3. Latin America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.5.4. Latin America Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
    • 10.5.5. Latin America Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
    • 10.5.6. Latin America Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.5.7. Brazil
      • 10.5.7.1. Overview
      • 10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.7.3. Brazil Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.5.7.4. Brazil Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.5.7.5. Brazil Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.5.8. Mexico
      • 10.5.8.1. Overview
      • 10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.8.3. Mexico Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.5.8.4. Mexico Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.5.8.5. Mexico Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.5.9. Argentina
      • 10.5.9.1. Overview
      • 10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.9.3. Argentina Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.5.9.4. Argentina Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.5.9.5. Argentina Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.5.10. Colombia
      • 10.5.10.1. Overview
      • 10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.10.3. Colombia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.5.10.4. Colombia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.5.10.5. Colombia Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.5.11. Rest of LATAM
      • 10.5.11.1. Overview
      • 10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.11.3. Rest of LATAM Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.5.11.4. Rest of LATAM Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.5.11.5. Rest of LATAM Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
  • 10.6. Middle East and Africa
    • 10.6.1. Overview
    • 10.6.2. AI-Enabled Testing Key Manufacturers in Middle East and Africa
    • 10.6.3. Middle East and Africa Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.6.4. Middle East and Africa Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
    • 10.6.5. Middle East and Africa Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
    • 10.6.6. Middle East and Africa Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.6.7. Saudi Arabia
      • 10.6.7.1. Overview
      • 10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.7.3. Saudi Arabia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.7.4. Saudi Arabia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.6.7.5. Saudi Arabia Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.6.8. United Arab Emirates
      • 10.6.8.1. Overview
      • 10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.8.3. United Arab Emirates Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.8.4. United Arab Emirates Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.6.8.5. United Arab Emirates Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.6.9. Israel
      • 10.6.9.1. Overview
      • 10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.9.3. Israel Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.9.4. Israel Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.6.9.5. Israel Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.6.10. Turkey
      • 10.6.10.1. Overview
      • 10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.10.3. Turkey Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.10.4. Turkey Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.6.10.5. Turkey Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.6.11. Algeria
      • 10.6.11.1. Overview
      • 10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.11.3. Algeria Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.11.4. Algeria Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.6.11.5. Algeria Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.6.12. Egypt
      • 10.6.12.1. Overview
      • 10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.12.3. Egypt Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.12.4. Egypt Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.6.12.5. Egypt Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)
    • 10.6.13. Rest of MEA
      • 10.6.13.1. Overview
      • 10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.13.3. Rest of MEA Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.13.4. Rest of MEA Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 10.6.13.5. Rest of MEA Market Size and Forecast, By End-User, 2018 - 2030 (US$ Million)

11. Key Vendor Analysis- AI-Enabled Testing Industry

  • 11.1. Competitive Dashboard
  • 11.2. Company Profiles
    • 11.2.1. Sauce Labs Inc.
    • 11.2.2. ReTest GmbH
    • 11.2.3. D2L Corp.
    • 11.2.4. Functionize Inc.
    • 11.2.5. Diffblue Ltd.
    • 11.2.6. Applitools
    • 11.2.7. Capgemini SE
    • 11.2.8. testRigor
    • 11.2.9. Micro Focus International Plc
    • 11.2.10. Tricentis

12. 360 Degree Analyst View

13. Appendix

  • 13.1. Research Methodology
  • 13.2. References
  • 13.3. Abbreviations
  • 13.4. Disclaimer
  • 13.5. Contact Us

List of Tables

  • TABLE List of data sources
  • TABLE Market drivers; Impact Analysis
  • TABLE Market restraints; Impact Analysis
  • TABLE AI-Enabled Testing Market: Component Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Component
  • TABLE Global AI-Enabled Testing Market, by Component 2018-2030 (USD Million)
  • TABLE AI-Enabled Testing Market: Technology Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Technology
  • TABLE Global AI-Enabled Testing Market, by Technology 2018-2030 (USD Million)
  • TABLE AI-Enabled Testing Market: End-User Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by End-User
  • TABLE Global AI-Enabled Testing Market, by End-User 2018-2030 (USD Million)
  • TABLE AI-Enabled Testing Market: Regional snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Region
  • TABLE Global AI-Enabled Testing Market, by Region 2018-2030 (USD Million)
  • TABLE North America AI-Enabled Testing Market, by Country, 2018-2030 (USD Million)
  • TABLE North America AI-Enabled Testing Market, by Component, 2018-2030 (USD Million)
  • TABLE North America AI-Enabled Testing Market, by Technology, 2018-2030 (USD Million)
  • TABLE North America AI-Enabled Testing Market, by End-User, 2018-2030 (USD Million)
  • TABLE Europe AI-Enabled Testing Market, by Country, 2018-2030 (USD Million)
  • TABLE Europe AI-Enabled Testing Market, by Component, 2018-2030 (USD Million)
  • TABLE Europe AI-Enabled Testing Market, by Technology, 2018-2030 (USD Million)
  • TABLE Europe AI-Enabled Testing Market, by End-User, 2018-2030 (USD Million)
  • TABLE Asia Pacific AI-Enabled Testing Market, by Country, 2018-2030 (USD Million)
  • TABLE Asia Pacific AI-Enabled Testing Market, by Component, 2018-2030 (USD Million)
  • TABLE Asia Pacific AI-Enabled Testing Market, by Technology, 2018-2030 (USD Million)
  • TABLE Asia Pacific AI-Enabled Testing Market, by End-User, 2018-2030 (USD Million)
  • TABLE Latin America AI-Enabled Testing Market, by Country, 2018-2030 (USD Million)
  • TABLE Latin America AI-Enabled Testing Market, by Component, 2018-2030 (USD Million)
  • TABLE Latin America AI-Enabled Testing Market, by Technology, 2018-2030 (USD Million)
  • TABLE Latin America AI-Enabled Testing Market, by End-User, 2018-2030 (USD Million)
  • TABLE Middle East and Africa AI-Enabled Testing Market, by Country, 2018-2030 (USD Million)
  • TABLE Middle East and Africa AI-Enabled Testing Market, by Component, 2018-2030 (USD Million)
  • TABLE Middle East and Africa AI-Enabled Testing Market, by Technology, 2018-2030 (USD Million)
  • TABLE Middle East and Africa AI-Enabled Testing Market, by End-User, 2018-2030 (USD Million)