시장보고서
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1320102

AI 지원 테스트 시장 : 구성요소별, 최종 사용자별, 기술별, 국가별, 지역별 - 산업 분석, 시장 규모, 시장 점유율, 예측(2023-2030년)

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

발행일: | 리서치사: AnalystView Market Insights | 페이지 정보: 영문 298 Pages | 배송안내 : 2-3일 (영업일 기준)


※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

보고서의 주요 내용

AI 지원 테스트 시장 규모는 2022년 4억 8,070만 달러로 평가되었고, 2023년부터 2030년까지 15.9%의 CAGR로 확대될 것으로 예상됩니다.

AI 지원 테스트 시장 - 시장 역학:

  • 정확하게 전달되는 데이터 포인트를 통해 AI 지원 테스트 도구에 대한 최종 사용자들 수요 증가로 시장 성장 촉진
  • 인공지능(AI)과 그 하위 기술들은 모든 산업에서 속도, 정확성, 인력 절감 등의 이점을 활용하여 혁신의 진전을 추구하기 위해 활용되고 있습니다. 의료, 자동차, 병원, 호텔, 서비스업, 제조, 교육 등 모든 산업에서 AI는 점점 더 많은 영향을 미치고 있습니다. Simplilearn의 인공지능 통계에 따르면, AI 지원 기기는 어디에나 존재하고 있으며, 현재 약 77%의 기기가 AI를 탑재하고 있습니다. 현재 거의 77%의 디바이스가 어떤 형태로든 AI 기술을 사용하고 있으며, 2030년까지 인공지능은 세계 GDP에 15조 7,000억 달러를 추가하여 14% 상승할 것으로 예상됩니다. 도시화, 산업화, 가처분 소득 증가는 새로운 시장 기회를 창출하고 있습니다. 그러나 기술자 부족은 시장 성장을 더욱 억제할 수 있습니다.

AI 지원 테스트 시장 - 주요 동향 :

  • 당사의 리서치 애널리스트가 공유한 분석에 따르면, 세계 AI 지원 테스트 시장은 예측 기간(2023-2030년) 동안 매년 약 15.9%의 CAGR을 나타낼 것으로 예상됩니다.
  • 인공지능(AI) 기반 검사 산업은 지속 가능한 성장에 대한 인식이 높아짐에 따라 큰 성장률을 보일 것으로 예상됩니다.
  • 시장 세분화에 따라 화이트 솔루션은 2022년에 가장 높은 시장 점유율을 보였습니다.
  • 기술 세분화에 따르면, 2022년에는 머신러닝, 패턴 인식이 주요 유형으로 나타났습니다.
  • 최종 사용자별로는 IT-통신이 2022년 주요 유형으로 꼽혔습니다.
  • 지역별로는 북미가 2022년 매출을 주도했습니다.

AI 지원 테스트 시장 - 세분화 분석 :

  • 세계 AI 지원 테스트 시장은 구성 요소, 최종 사용자, 기술 및 지역을 기준으로 세분화됩니다.
  • 시장은 구성 요소에 따라 솔루션과 서비스의 세 가지 범주로 나뉩니다. 솔루션이 시장을 지배하는 AI 지원 테스트 시장에는 소프트웨어 테스트 라이프사이클의 다양한 단계에 대응하는 다양한 제품 범주가 포함됩니다. 머신러닝 기법은 AI 기반 지능형 테스트 생성 솔루션에서 사용되며, 코드 분석, 용도 동작, 사용 패턴에 따라 테스트 케이스를 제공합니다.
  • 시장은 기술에 따라 머신러닝 및 패턴 인식, 자연어 처리(NLP), 컴퓨터 비전 및 이미지 처리의 두 가지 범주로 나뉩니다: 머신러닝 및 패턴 인식이 시장을 독점하고 있으며, 예측 기간 동안 그 우위를 유지할 것으로 보입니다. 인공지능(AI) 기반 검사는 검사의 유효성, 커버리지, 정확성을 높이기 위한 것입니다. 이러한 방법은 자동 분석, 이상 감지, 테스트 프로세스를 개선하고 궁극적으로 소프트웨어 제품의 일반적인 품질을 향상시킬 수 있습니다.
  • 시장은 최종 사용자별로 헬스케어, IT 및 통신, 에너지 및 유틸리티, 은행/금융서비스/보험(BFSI), 정부 및 기타로 분류됩니다. 시장 성장을 주도하고 있는 분야는 IT 및 통신입니다. 소프트웨어 시스템, 네트워크, 통신 인프라가 중요한 역할을 하는 IT 및 통신 산업은 AI 지원 테스트의 영향을 크게 받습니다.

AI 지원 테스트 시장 - 지리적 통찰력:

지리적으로 이 시장은 북미, 라틴아메리카, 유럽, 아시아태평양, 중동 및 아프리카에 분포되어 있습니다. 이 지역은 비즈니스를 가져 오는 국가에 따라 더 세분화됩니다. 북미는 AI 지원 테스트 시장의 성장을 주도할 것으로 예상됩니다. 효율적인 고객 서비스 및 네트워크 운영에 대한 통신 산업의 요구가 증가함에 따라 시장 수요가 증가하고 있습니다. 통신 산업은 세계적으로 가장 역동적이고 빠르게 성장하는 산업 중 하나입니다. 통신 산업에서 고객 경험은 점점 더 중요하고 경쟁적인 측면이 되고 있습니다. 통신 통계에 따르면 미국에는 가장 큰 통신 서비스 제공업체인 AT&T가 있습니다. 미국은 스마트폰 사용자 수에서 3위를 차지하고 있습니다. 유럽과 아시아태평양은 최종 사용자의 AI 지원 테스트 도구 채택으로 인해 예측 기간 동안 시장 수요를 견인할 것으로 예상됩니다.

AI 지원 테스트 시장 - 경쟁 구도:

AI 지원 테스트 솔루션의 사용은 고품질 소프트웨어 용도에 대한 수요 증가, 시장 출시 시간 단축, 애자일 및 데브옵스 환경에서의 지속적인 테스트 요구사항에 의해 촉진되고 있습니다. 테스트 프로세스에서 AI의 가치를 인식하는 기업이 증가함에 따라 AI 기반 테스트 시장의 경쟁은 더욱 치열해지고 있습니다. 기업은 자체 테스트 요구 사항을 신중하게 평가하고 가격, 지원, 통합 가능성 등의 측면을 고려하여 요구 사항에 가장 적합한 솔루션을 선택해야 하며, AI 기술이 발전함에 따라 더욱 혁신적이고 지능적인 테스트 솔루션이 등장하여 소프트웨어 테스트 방법을 더욱 혁신하고 소프트웨어 품질이 더욱 향상될 것입니다. 소프트웨어의 품질과 신뢰성을 더욱 향상시킬 수 있을 것으로 기대됩니다.

최근 동향

2022년 6월 15일, 첨단 설계 및 검증 솔루션을 제공하고 세계 연결과 보안을 위한 혁신을 가속화하는 선도적 기술 기업 키사이트 테크놀로지스(Keysight Technologies)가 최근 소스 랩스(Sauce Labs)와의 파트너십을 발표했고, 모바일 기기, 브라우저, 보안 데스크톱에서 엔터프라이즈 용도에 대한 클라우드 기반 테스트를 제공한다고 발표했습니다.

조사의 주요 특징

  • 이 AI 지원 테스트 시장에 대한 이 조사 보고서는 2022년을 기준연도로 하여 시장 규모, 연평균 성장률(CAGR%), 추정 및 예측(2023-2030년)을 제공합니다.
  • 이 조사 보고서는 고객에게 AI 지원 테스트 시장에 대한 최신 동향과 통찰력을 제공합니다.
  • 이 보고서는 다양한 부문/국가에 걸친 잠재적 성장 기회를 파악하고 AI 지원 테스트 시장의 매력적인 투자 제안 매트릭스를 설명합니다.
  • 전체 보고서에서는 신규 투자 기회, 기존 기업이 직면한 과제, AI 지원 테스트 시장에서 지속 가능한 성장 요인을 파악합니다.
  • 이 보고서는 AI 지원 테스트 시장 시장 규모, 예측, CAGR, 코로나19가 시장 역학에 미치는 영향에 대해 연구 범위에서 자세히 논의하고 있으며, 포스트 코로나 AI 지원 테스트 시장에 대한 심층적인 통찰력도 다루고 있습니다.
  • 이 보고서는 사용자에게 AI 지원 테스트 시장에 대한 종합적인 관점을 제공하기 위해 AI 지원 테스트 시장 경쟁 구도와 주요 혁신가 분석도 포함하고 있습니다.
  • 이 조사에는 성장 전망 매핑 분석이 포함되어 있으며, 시장 규모, 성장률, 매력도를 기준으로 모든 산업 부문을 벤치마킹했습니다.
  • 이 보고서는 주요 시장 진출기업을 중심으로 상세한 기업 프로파일을 제공하여 AI 지원 테스트 시장에서 활동하는 기업의 재무 정보 및 전략적 이니셔티브를 이해하는 데 도움이 될 수 있습니다.
  • 또한 이 보고서는 세계뿐만 아니라 지역적 차원에서도 주요 시장 참여자들의 중요한 인수합병, 제휴 및 합작투자, 신제품 출시, 연구개발, 지역 진출에 대한 정보를 제공합니다.
  • 이 조사 보고서는 주로 공급업체, 투자자, 신규 시장 진출기업, 유통 업체, 금융 분석가 등 이 업계의 다양한 이해 관계자를 대상으로 합니다.

목차

제1장 AI 지원 테스트 시장 개요

  • 조사 범위
  • 시장 추정 연수

제2장 주요 요약

  • 시장 내역
  • 경쟁 인사이트

제3장 AI 지원 테스트 주요 시장 동향

  • 인공지능(AI) 대응 테스트 시장 성장 촉진요인
  • 인공지능(AI) 대응 검사 시장 성장 억제요인
  • 인공지능(AI) 대응 검사 시장 기회
  • 인공지능(AI) 대응 검사 시장 향후 동향

제4장 AI 지원 테스트 업계 조사

  • PEST 분석
  • Porter의 Five Forces 분석
  • 성장 전망 매핑
  • 규제 구조 분석

제5장 AI 지원 테스트 시장 : COVID-19의 영향 분석

  • 신형 코로나바이러스 이전의 영향 분석
  • 신형 코로나바이러스 이후의 영향 분석

제6장 AI 지원 테스트 시장 구도

  • 인공지능(AI) 대응 검사 시장 점유율 분석, 2022년
  • 주요 제조업체별 분석 데이터
    • 확립된 기업 분석
    • 신규 기업 분석

제7장 AI 지원 테스트 시장 - 컴포넌트별

  • 개요
    • 컴포넌트별 부문 점유율 분석
    • 솔루션
    • 서비스

제8장 AI 지원 테스트 시장 - 기술별

  • 개요
    • 기술별 부문 점유율 분석
    • 머신러닝 및 패턴 인식
    • 자연언어처리(NLP)
    • 컴퓨터 비전 및 영상 처리

제9장 AI 지원 테스트 시장 - 최종사용자별

  • 개요
    • 최종사용자별 부문 점유율 분석
    • 헬스케어
    • IT 및 통신
    • 에너지 및 유틸리티
    • 은행/금융서비스/보험(BFSI)
    • 정부
    • 기타

제10장 AI 지원 테스트 시장 - 지역별

  • 서론
  • 북미
    • 개요
    • 주요 제조업체
    • 미국
    • 캐나다
  • 유럽
    • 개요
    • 주요 제조업체
    • 독일
    • 이탈리아
    • 영국
    • 프랑스
    • 러시아
    • 네덜란드
    • 스웨덴
    • 폴란드
    • 기타
  • 아시아태평양(APAC)
    • 개요
    • 주요 제조업체
    • 인도
    • 중국
    • 일본
    • 한국
    • 호주
    • 태국
    • 인도네시아
    • 필리핀
    • 기타
  • 라틴아메리카
    • 개요
    • 주요 제조업체
    • 브라질
    • 멕시코
    • 아르헨티나
    • 콜롬비아
    • 기타
  • 중동 및 아프리카
    • 개요
    • 주요 제조업체
    • 사우디아라비아
    • 아랍에미리트(UAE)
    • 이스라엘
    • 터키
    • 알제리
    • 이집트
    • 기타

제11장 주요 벤더 분석 - AI 지원 테스트 업계

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

제12장 애널리스트의 다각적 견해

LSH 23.08.16

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
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