世界のAI自動化テストツール市場:予測・動向・機械分析2020-2030

Future Market Insightsが発行した調査報告書(FMI21FB18)
◆英語タイトル:AI-Enabled Testing Tools Market Forecast, Trend Analysis & Opportunity Assessment 2020-2030
◆商品コード:FMI21FB18
◆発行会社(リサーチ会社):Future Market Insights
◆発行日:2020年11月13日
◆ページ数:280
◆レポート形式:英語 / PDF
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本調査レポートでは、AI自動化テストツールの世界市場について調査・分析し、エグゼクティブサマリー、市場概要、主要市場動向、AI自動化テストツール・アプリケーション、新型コロナウイルス感染症の影響分析、市場構造分析、市場背景、市場規模分析・予測、ソリューション別(AIベースツール、サービス)分析、技術別(機械学習・パターン認識、自然言語処理(NLP)、コンピュータビジョン・画像処理)分析、用途別(敏捷性・カバレッジ、品質・ユーザーエクスペリエンス(UX)、効率・タイムトゥマーケット)分析、地域別分析、競争分析、仮定、調査手法等の項目を掲載しています。
・エグゼクティブサマリー
・市場概要
・主要市場動向
・AI自動化テストツール・アプリケーション
・新型コロナウイルス感染症の影響分析
・市場構造分析
・市場背景
・市場規模分析・予測
・AI自動化テストツールの世界市場規模:ソリューション別(AIベースツール、サービス)
・AI自動化テストツールの世界市場規模:技術別(機械学習・パターン認識、自然言語処理(NLP)、コンピュータビジョン・画像処理)
・AI自動化テストツールの世界市場規模:用途別(敏捷性・カバレッジ、品質・ユーザーエクスペリエンス(UX)、効率・タイムトゥマーケット)
・AI自動化テストツールの世界市場規模:地域別
・競争分析
・仮定
・調査手法
【レポートの概要】

A recent market study published by Future Market Insights on the AI-enabled Testing Tools Market includes a global Application analysis for 2015-2019 and opportunity assessment for 2020-2030, and delivers a comprehensive assessment of the most important market dynamics. After conducting a thorough research on the historical as well as current growth parameters, growth prospects of the market are obtained with maximum precision.

AI-enabled Testing Tools Market: Segmentation

The global AI-enabled Testing Tools Market is segmented in detail to cover every aspect of the market and present a complete market intelligence approach to readers.

Solution
AI-based Tools
Data Wrangling and Pre-processing
Data Visualization
Feature Selection and Reduction
Others

Services
Professional Services
Managed Services

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

Application
Agility and Coverage
Test and Maintenance Case Generation
Test and Maintenance Optimization
Quality and User Experience (UX)
Coverage and Risk Analytics
Defect Prediction and Prevention
Efficiency and Time-to-Market
Test Automation
Infrastructure Optimization
Data Analytics

Region
North America
Latin America
Europe
South Asia
East Asia
Oceania
Middle East & Africa

Report Chapters

Chapter 01 – Executive Summary

The report begins with the executive summary of the AI-enabled Testing Tools Market, which includes a summary of key findings and statistics of the market. It also includes analysis on levels of increasing automation and regional markets. The section concludes with demand and supply side trends in the global AI-enabled Testing Tools Market.

Chapter 02 – Market Overview

Readers can find the definition and detailed taxonomy of the AI-enabled Testing Tools Market in this chapter, which will help them understand the basic information about the market. This section also highlights the inclusions and exclusions, which help readers understand the scope of the AI-enabled Testing Tools Market report.

Chapter 03 – Key Success Factors

This section provides a brief analysis on the prevailing trends in global market with a special focus on auto market, technology, cost and regulations. This section also offers a brief analysis on key trends and implications across value chain.

Chapter 04 – Applications of AI-enabled Maintenance and Testing Tools in Telecom

This section provides qualitative analysis on the applications of AI-enabled maintenance and testing tools in telecom sectors with a special focus on safety, efficiency, and payment and information.

Chapter 05 – COVID-19 Pandemic Crisis Impact Analysis

This chapter offers business impact of COVID-19 on adoption of AI-enabled maintenance and testing tools in telecom solutions based on the Year-on-Year (Y-o-Y) market value growth rate. This section also highlights pre-COVID and post-COVID market growth analysis, followed by the key strategies incorporated by market players during the ongoing pandemic.

Chapter 06 – Market Structure Analysis

In this chapter, readers can find detailed information about the market share analysis of key players and HHI analysis on the concentration in the global AI-enabled Testing Tools Market. The section also highlights analysis on market shares captured by market leaders, emerging players and promising players.

Chapter 07 – Market Background

This chapter explains the key macroeconomic factors that are expected to influence growth of the AI-enabled Testing Tools Market during the forecast period. Moreover, in-depth information about the market dynamics and their impact on the market have been provided in this section. Value chain analysis concludes this section.

Chapter 08 – Global AI-enabled Testing Tools Market Size (in US$ Mn) Analysis and Forecast 2020-2030

This section explains the global market value analysis and forecast for the AI-enabled Testing Tools Market during the forecast period. It includes analysis on AI-enabled Testing Tools Market, and data for the forecast period of 2020 to 2030.

Chapter 09 – Global AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030 by Solution

By solution, the global AI-enabled Testing Tools Market is segmented into AI-based tools and services. AI-based tools are further segmented into data wrangling and pre-processing tools, data visualization tools, and feature selection and reduction tools, among others. Services marketed for AI-enabled maintenance and testing tools in telecom industry are further segregated into professional services and managed services. In this chapter, readers can find analysis based on market value shares, market value Y-o-Y growth rates and market value attractiveness analysis by solution. Readers can also find market values based on solution for the period of 2015 – 2030.

Chapter 10 – Global AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030 by Technology

With respect to technology, the global AI-enabled Testing Tools Market is segregated into machine learning and pattern recognition, Natural Language Processing (NLP), and computer vision and image processing. In this chapter, readers can find analysis based on market value shares, market value Y-o-Y growth rates and market value attractiveness analysis by technology. Readers can also find market values based on technology for the period of 2015 – 2030.

Chapter 11 – Global AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030 by Application

By technology, the global AI-enabled Testing Tools Market is segmented into agility and coverage, quality and User Experience (UX), and efficiency and time-to-market. Agility and coverage applications are further segmented into test and maintenance case generation, and test and maintenance optimization. Quality and UX applications are further segregated into coverage and risk analytics, and defect prediction and prevention. Efficiency and time-to-market applications of AI-enabled maintenance and testing tools in telecom industry are further segmented into test automation, infrastructure optimization and data analytics. In this chapter, readers can find analysis based on market value shares, market value Y-o-Y growth rates and market value attractiveness analysis by application. Readers can also find market values based on application for the period of 2015 – 2030.

Chapter 12 – Global AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030 by Region

This chapter explains how the AI-enabled Testing Tools Market is anticipated to grow across various geographic regions such as North America, Latin America, Europe, East Asia, Southeast Asia and Pacific, and Middle East and Africa. In this chapter, readers can find analysis based on market value shares, market value Y-o-Y growth rates and market value attractiveness analysis by region. Readers can also find market values based on region for the period of 2015 – 2030.

Chapter 13 – North America AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

This chapter includes a detailed analysis on the growth of the North America AI-enabled Testing Tools Market, along with a country-wise assessment that includes the U.S. and Canada.

Chapter 14 – Latin America AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

This chapter includes a detailed analysis on the growth of the Latin America AI-enabled Testing Tools Market, along with a country-wise assessment that includes the Brazil, Mexico, and the rest of Latin America.

Chapter 15 – Europe AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

Important growth prospects of the AI-enabled Testing Tools Market in Germany, Italy, France, Spain, U.K., BENELUX, Russia, and the rest of Europe are included in this chapter.

Chapter 16 – East Asia AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

This chapter provides the growth scenario of the East Asian AI-enabled Testing Tools Market constituted by China, Japan and South Korea.

Chapter 17 – Southeast Asia and Pacific AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

This chapter provides the growth scenario of the Southeast Asia and Pacific AI-enabled Testing Tools Market constituted by India, ASEAN, Oceania, and the rest of Southeast Asia and Pacific.

Chapter 18 – Middle East and Africa AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

This chapter highlights analysis on the adoption of AI-enabled maintenance and testing tools in telecom in countries like GCC countries, Northern Africa, South Africa, Turkey, Israel, and the rest of Middle East and Africa.

Chapter 19 – AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030 for Key and Emerging Countries

This chapter provides further quantitative breakdown on the AI-enabled Testing Tools Markets in 22 countries of the six regions included in the scope of research.

Chapter 20 – Competition Analysis

In this chapter, readers can find a comprehensive list of all the promising participants in the AI-enabled Testing Tools Market, along with the detailed information about each company. This includes the company overview, product portfolio, key developments and strategies. Some of the market players featured in the report are Applitools; Sauce Labs Inc.; testim; SeaLights; Appdiff, Inc.; mabl Inc.; ReTest GmbH; ReportPortal.io; SOFY; Diffblue Ltd.; eggplant; apptest.ai, Inc.; Functionize, Inc.; testRigor; and AutonomIQ.

Chapter 21 – Assumptions and Acronyms

This chapter includes a list of acronyms and assumptions that provides a base to the information and statistics included in the AI-enabled Testing Tools Marketreport.

Chapter 22 – Research Methodology

This chapter help readers understand the research methodology followed to obtain various conclusions as well as important qualitative and quantitative information about the AI-enabled Testing Tools Market.

【レポートの目次】

1. Executive Summary

1.1. Global Market Outlook

1.2. Demand Side Trends

1.3. Supply Side Trends

1.4. Levels of Increasing Automation

2. Market Overview

2.1. Market Taxonomy

2.2. Market Definition

3. Key Market Trends

3.1. Prevailing Trends in the Market

3.2. Key Trends and Implications Across Value Chain

4. Applications of AI-enabled Testing Tools

4.1. Agility and Coverage

4.1.1. Test and Maintenance Case Generation

4.1.2. Test and Maintenance Optimization

4.2. Quality and User Experience (UX)

4.2.1. Coverage and Risk Analytics

4.2.2. Defect Prediction and Prevention

4.3. Efficiency and Time-to-Market

4.3.1. Test Automation

4.3.2. Infrastructure Optimization

4.3.3. Data Analytics

5. COVID-19 Impact Analysis

5.1. Business Impact of COVID-19 on Adoption of AI-enabled Testing Tools Industry

5.2. Market Scenario

5.2.1. Pre-COVID Scenario

5.2.2. Post-COVID Scenario

5.3. Key Strategies Incorporated by Market Players

6. Market Structure Analysis

6.1. Market Analysis by Position of Players

6.2. Market Concentration

6.3. Market Share Analysis of Top Players

7. Market Background

7.1. Macro-Economic Factors

7.2. Market Dynamics

7.2.1. Drivers

7.2.2. Challenges

7.2.3. Opportunities

7.2.4. Trends

8. Global AI-enabled Testing Tools Market Size (in US$ Mn) Analysis and Forecast 2020-2030

8.1. Historical Market Value (US$ Mn) Analysis, 2015-2019

8.2. Future Market Value (US$ Mn) Projections, 2020–2030

8.2.1. Y-o-Y Growth Trend Analysis

8.2.2. Absolute $ Opportunity Analysis

9. Global AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030 by Solution

9.1. Introduction / Key Findings

9.2. Historical Market Value (US$ Mn) Analysis, 2015-2019

9.3. Future Market Value (US$ Mn) Projections by Solution, 2020–2030

9.3.1. AI-based Tools

9.3.1.1. Data Wrangling and Pre-processing

9.3.1.2. Data Visualization

9.3.1.3. Feature Selection and Reduction

9.3.1.4. Others

9.3.2. Services

9.3.2.1. Professional Services

9.3.2.2. Managed Services

9.4. Market Attractiveness Analysis By Solution

10. Global AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030 by Technology

10.1. Introduction / Key Findings

10.2. Historical Market Value (US$ Mn) Analysis, 2015-2019

10.3. Future Market Value (US$ Mn) Projections by Technology, 2020–2030

10.3.1. Machine Learning and Pattern Recognition

10.3.2. Natural Language Processing (NLP)

10.3.3. Computer Vision and Image Processing

10.4. Market Attractiveness Analysis By Technology

11. Global AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030 by Application

11.1. Introduction / Key Findings

11.2. Historical Market Value (US$ Mn) Analysis, 2015-2019

11.3. Future Market Value (US$ Mn) Projections by Application, 2020–2030

11.3.1. Agility and Coverage

11.3.1.1. Test and Maintenance Case Generation

11.3.1.2. Test and Maintenance Optimization

11.3.2. Quality and User Experience (UX)

11.3.2.1. Coverage and Risk Analytics

11.3.2.2. Defect Prediction and Prevention

11.3.3. Efficiency and Time-to-Market

11.3.3.1. Test Automation

11.3.3.2. Infrastructure Optimization

11.3.3.3. Data Analytics

11.4. Market Attractiveness Analysis By Application

12. Global AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030 by Region

12.1. Introduction / Key Findings

12.2. Historical Market Value (US$ Mn) Analysis, 2015-2019

12.3. Future Market Value (US$ Mn) Projections by Region, 2020–2030

12.3.1. North America

12.3.2. Latin America

12.3.3. Europe

12.3.4. East Asia

12.3.5. Southeast Asia and Pacific

12.3.6. Middle East and Africa

12.4. Market Attractiveness Analysis By Region

13. North America AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

13.1. Introduction

13.2. Current Market Size (US$ Mn) and Trend Analysis By Market Taxonomy

13.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

13.3.1. By Country

13.3.1.1. U.S.

13.3.1.2. Canada

13.3.2. By Solution

13.3.3. By Technology

13.3.4. By Application

13.4. Market Attractiveness Analysis

13.4.1. By Country

13.4.2. By Solution

13.4.3. By Technology

13.4.4. By Application

14. Latin America AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

14.1. Introduction

14.2. Current Market Size (US$ Mn) and Trend Analysis By Market Taxonomy

14.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

14.3.1. By Country

14.3.1.1. Brazil

14.3.1.2. Mexico

14.3.1.3. Rest of Latin America

14.3.2. By Solution

14.3.3. By Technology

14.3.4. By Application

14.4. Market Attractiveness Analysis

14.4.1. By Country

14.4.2. By Solution

14.4.3. By Technology

14.4.4. By Application

15. Europe AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

15.1. Introduction

15.2. Current Market Size (US$ Mn) and Trend Analysis By Market Taxonomy

15.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

15.3.1. By Country

15.3.1.1. Germany

15.3.1.2. Italy

15.3.1.3. France

15.3.1.4. Spain

15.3.1.5. U.K.

15.3.1.6. BENELUX

15.3.1.7. Russia

15.3.1.8. Rest of Europe

15.3.2. By Solution

15.3.3. By Technology

15.3.4. By Application

15.4. Market Attractiveness Analysis

15.4.1. By Country

15.4.2. By Solution

15.4.3. By Technology

15.4.4. By Application

16. East Asia AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

16.1. Introduction

16.2. Current Market Size (US$ Mn) and Trend Analysis By Market Taxonomy

16.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

16.3.1. By Country

16.3.1.1. China

16.3.1.2. Japan

16.3.1.3. South Korea

16.3.2. By Solution

16.3.3. By Technology

16.3.4. By Application

16.4. Market Attractiveness Analysis

16.4.1. By Country

16.4.2. By Solution

16.4.3. By Technology

16.4.4. By Application

17. Southeast Asia and Pacific AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

17.1. Introduction

17.2. Current Market Size (US$ Mn) and Trend Analysis By Market Taxonomy

17.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

17.3.1. By Country

17.3.1.1. India

17.3.1.2. ASEAN

17.3.1.3. Oceania

17.3.1.4. Rest of Southeast Asia and Pacific

17.3.2. By Solution

17.3.3. By Technology

17.3.4. By Application

17.4. Market Attractiveness Analysis

17.4.1. By Country

17.4.2. By Solution

17.4.3. By Technology

17.4.4. By Application

18. Middle East and Africa AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030

18.1. Introduction

18.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

18.2.1. By Region

18.2.1.1. GCC Countries

18.2.1.2. Northern Africa

18.2.1.3. South Africa

18.2.1.4. Turkey

18.2.1.5. Israel

18.2.1.6. Rest of Middle East and Africa

18.2.2. By Solution

18.2.3. By Technology

18.2.4. By Application

18.3. Market Attractiveness Analysis

18.3.1. By Region

18.3.2. By Solution

18.3.3. By Technology

18.3.4. By Application

19. AI-enabled Testing Tools Market Analysis and Opportunity Assessment 2020-2030 for Key Countries

19.1. U.S. AI-enabled Testing Tools Market Forecast 2020–2030

19.1.1. Introduction

19.1.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.1.2.1. By Solution

19.1.2.2. By Technology

19.1.2.3. By Application

19.1.3. Market Attractiveness Analysis

19.1.3.1. By Country

19.1.3.2. By Solution

19.1.3.3. By Technology

19.2. Canada AI-enabled Testing Tools Market Forecast 2020–2030

19.2.1. Introduction

19.2.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.2.2.1. By Solution

19.2.2.2. By Technology

19.2.2.3. By Application

19.2.3. Market Attractiveness Analysis

19.2.3.1. By Country

19.2.3.2. By Solution

19.2.3.3. By Technology

19.3. Brazil AI-enabled Testing Tools Market Forecast 2020–2030

19.3.1. Introduction

19.3.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.3.2.1. By Solution

19.3.2.2. By Technology

19.3.2.3. By Application

19.3.3. Market Attractiveness Analysis

19.3.3.1. By Country

19.3.3.2. By Solution

19.3.3.3. By Technology

19.4. Mexico AI-enabled Testing Tools Market Forecast 2020–2030

19.4.1. Introduction

19.4.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.4.2.1. By Solution

19.4.2.2. By Technology

19.4.2.3. By Application

19.4.3. Market Attractiveness Analysis

19.4.3.1. By Country

19.4.3.2. By Solution

19.4.3.3. By Technology

19.5. Germany AI-enabled Testing Tools Market Forecast 2020–2030

19.5.1. Introduction

19.5.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.5.2.1. By Solution

19.5.2.2. By Technology

19.5.2.3. By Application

19.5.3. Market Attractiveness Analysis

19.5.3.1. By Country

19.5.3.2. By Solution

19.5.3.3. By Technology

19.6. Italy AI-enabled Testing Tools Market Forecast 2020–2030

19.6.1. Introduction

19.6.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.6.2.1. By Solution

19.6.2.2. By Technology

19.6.2.3. By Application

19.6.3. Market Attractiveness Analysis

19.6.3.1. By Country

19.6.3.2. By Solution

19.6.3.3. By Technology

19.7. France AI-enabled Testing Tools Market Forecast 2020–2030

19.7.1. Introduction

19.7.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.7.2.1. By Solution

19.7.2.2. By Technology

19.7.2.3. By Application

19.7.3. Market Attractiveness Analysis

19.7.3.1. By Country

19.7.3.2. By Solution

19.7.3.3. By Technology

19.8. Spain AI-enabled Testing Tools Market Forecast 2020–2030

19.8.1. Introduction

19.8.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.8.2.1. By Solution

19.8.2.2. By Technology

19.8.2.3. By Application

19.8.3. Market Attractiveness Analysis

19.8.3.1. By Country

19.8.3.2. By Solution

19.8.3.3. By Technology

19.9. U.K. AI-enabled Testing Tools Market Forecast 2020–2030

19.9.1. Introduction

19.9.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.9.2.1. By Solution

19.9.2.2. By Technology

19.9.2.3. By Application

19.9.3. Market Attractiveness Analysis

19.9.3.1. By Country

19.9.3.2. By Solution

19.9.3.3. By Technology

19.10. BENELUX AI-enabled Testing Tools Market Forecast 2020–2030

19.10.1. Introduction

19.10.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.10.2.1. By Solution

19.10.2.2. By Technology

19.10.2.3. By Application

19.10.3. Market Attractiveness Analysis

19.10.3.1. By Country

19.10.3.2. By Solution

19.10.3.3. By Technology

19.11. Russia AI-enabled Testing Tools Market Forecast 2020–2030

19.11.1. Introduction

19.11.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.11.2.1. By Solution

19.11.2.2. By Technology

19.11.2.3. By Application

19.11.3. Market Attractiveness Analysis

19.11.3.1. By Country

19.11.3.2. By Solution

19.11.3.3. By Technology

19.12. China AI-enabled Testing Tools Market Forecast 2020–2030

19.12.1. Introduction

19.12.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.12.2.1. By Solution

19.12.2.2. By Technology

19.12.2.3. By Application

19.12.3. Market Attractiveness Analysis

19.12.3.1. By Country

19.12.3.2. By Solution

19.12.3.3. By Technology

19.13. Japan AI-enabled Testing Tools Market Forecast 2020–2030

19.13.1. Introduction

19.13.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.13.2.1. By Solution

19.13.2.2. By Technology

19.13.2.3. By Application

19.13.3. Market Attractiveness Analysis

19.13.3.1. By Country

19.13.3.2. By Solution

19.13.3.3. By Technology

19.14. South Korea AI-enabled Testing Tools Market Forecast 2020–2030

19.14.1. Introduction

19.14.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.14.2.1. By Solution

19.14.2.2. By Technology

19.14.2.3. By Application

19.14.3. Market Attractiveness Analysis

19.14.3.1. By Country

19.14.3.2. By Solution

19.14.3.3. By Technology

19.15. India AI-enabled Testing Tools Market Forecast 2020–2030

19.15.1. Introduction

19.15.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.15.2.1. By Solution

19.15.2.2. By Technology

19.15.2.3. By Application

19.15.3. Market Attractiveness Analysis

19.15.3.1. By Country

19.15.3.2. By Solution

19.15.3.3. By Technology

19.16. ASEAN AI-enabled Testing Tools Market Forecast 2020–2030

19.16.1. Introduction

19.16.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.16.2.1. By Solution

19.16.2.2. By Technology

19.16.2.3. By Application

19.16.3. Market Attractiveness Analysis

19.16.3.1. By Country

19.16.3.2. By Solution

19.16.3.3. By Technology

19.17. Oceania AI-enabled Testing Tools Market Forecast 2020–2030

19.17.1. Introduction

19.17.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.17.2.1. By Solution

19.17.2.2. By Technology

19.17.2.3. By Application

19.17.3. Market Attractiveness Analysis

19.17.3.1. By Country

19.17.3.2. By Solution

19.17.3.3. By Technology

19.18. GCC Countries AI-enabled Testing Tools Market Forecast 2020–2030

19.18.1. Introduction

19.18.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.18.2.1. By Solution

19.18.2.2. By Technology

19.18.2.3. By Application

19.18.3. Market Attractiveness Analysis

19.18.3.1. By Country

19.18.3.2. By Solution

19.18.3.3. By Technology

19.19. Northern Africa AI-enabled Testing Tools Market Forecast 2020–2030

19.19.1. Introduction

19.19.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.19.2.1. By Solution

19.19.2.2. By Technology

19.19.2.3. By Application

19.19.3. Market Attractiveness Analysis

19.19.3.1. By Country

19.19.3.2. By Solution

19.19.3.3. By Technology

19.20. South Africa AI-enabled Testing Tools Market Forecast 2020–2030

19.20.1. Introduction

19.20.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.20.2.1. By Solution

19.20.2.2. By Technology

19.20.2.3. By Application

19.20.3. Market Attractiveness Analysis

19.20.3.1. By Country

19.20.3.2. By Solution

19.20.3.3. By Technology

19.21. Turkey AI-enabled Testing Tools Market Forecast 2020–2030

19.21.1. Introduction

19.21.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.21.2.1. By Solution

19.21.2.2. By Technology

19.21.2.3. By Application

19.21.3. Market Attractiveness Analysis

19.21.3.1. By Country

19.21.3.2. By Solution

19.21.3.3. By Technology

19.22. Israel AI-enabled Testing Tools Market Forecast 2020–2030

19.22.1. Introduction

19.22.2. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020–2030

19.22.2.1. By Solution

19.22.2.2. By Technology

19.22.2.3. By Application

19.22.3. Market Attractiveness Analysis

19.22.3.1. By Country

19.22.3.2. By Solution

19.22.3.3. By Technology

20. Competition Analysis

20.1. Competition Dashboard

20.2. Competition Deep Dive

20.2.1. Applitools

20.2.1.1. Overview

20.2.1.2. Product Portfolio

20.2.1.3. Strategy Overview

20.2.2. Sauce Labs Inc.

20.2.2.1. Overview

20.2.2.2. Product Portfolio

20.2.2.3. Strategy Overview

20.2.3. Testim

20.2.3.1. Overview

20.2.3.2. Product Portfolio

20.2.3.3. Strategy Overview

20.2.4. SeaLights

20.2.4.1. Overview

20.2.4.2. Product Portfolio

20.2.4.3. Strategy Overview

20.2.5. Appdiff, Inc.

20.2.5.1. Overview

20.2.5.2. Product Portfolio

20.2.5.3. Strategy Overview

20.2.6. mabl Inc.

20.2.6.1. Overview

20.2.6.2. Product Portfolio

20.2.6.3. Strategy Overview

20.2.7. ReTest GmbH

20.2.7.1. Overview

20.2.7.2. Product Portfolio

20.2.7.3. Strategy Overview

20.2.8. ReportPortal.io

20.2.8.1. Overview

20.2.8.2. Product Portfolio

20.2.8.3. Strategy Overview

20.2.9. SOFY

20.2.9.1. Overview

20.2.9.2. Product Portfolio

20.2.9.3. Strategy Overview

20.2.10. Diffblue Ltd.

20.2.10.1. Overview

20.2.10.2. Product Portfolio

20.2.10.3. Strategy Overview

20.2.11. Eggplant

20.2.11.1. Overview

20.2.11.2. Product Portfolio

20.2.11.3. Strategy Overview

20.2.12. apptest.ai, Inc.

20.2.12.1. Overview

20.2.12.2. Product Portfolio

20.2.12.3. Strategy Overview

20.2.13. Functionize, Inc.

20.2.13.1. Overview

20.2.13.2. Product Portfolio

20.2.13.3. Strategy Overview

20.2.14. testRigor

20.2.14.1. Overview

20.2.14.2. Product Portfolio

20.2.14.3. Strategy Overview

20.2.15. AutonomIQ

20.2.15.1. Overview

20.2.15.2. Product Portfolio

20.2.15.3. Strategy Overview

21. Assumptions and Acronyms Used

22. Research Methodology

Table 01: Global AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Solution

Table 02: Global AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Technology

Table 03: Global AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Application

Table 04: Global AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Region

Table 05: North America AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Solution

Table 06: North America AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Technology

Table 07: North America AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Application

Table 08: North America AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Country

Table 09: Latin America AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Solution

Table 10: Latin America AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Technology

Table 11: Latin America AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Application

Table 12: Latin America AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Country

Table 13: Europe AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Solution

Table 14: Europe AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Technology

Table 15: Europe AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Application

Table 16: Europe AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Country

Table 17: East Asia AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Solution

Table 18: East Asia AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Technology

Table 19: East Asia AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Application

Table 20: East Asia AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Country

Table 21: Southeast Asia and Pacific AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Solution

Table 22: Southeast Asia and Pacific AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Technology

Table 23: Southeast Asia and Pacific AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Application

Table 24: Southeast Asia and Pacific AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Country

Table 25: Middle East and Africa AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Solution

Table 26: Middle East and Africa AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Technology

Table 27: Middle East and Africa AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Application

Table 28: Middle East and Africa AI-enabled Testing Tools Market Value Analysis (2015 – 2019) and Forecast (2020 – 2030) by Country

Figure 01: Global AI-enabled Testing Tools Market Size (US$ Mn) Forecast and Y-o-Y Growth Rate (%) from 2020 – 2030

Figure 02: Global AI-enabled Testing Tools Market Absolute $ Opportunity (US$ Mn), 2019 – 2030

Figure 03: Global AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Region, 2020 – 2030

Figure 04: Global AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Solution, 2020 – 2030

Figure 05: Global AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Technology, 2020 – 2030

Figure 06: Global AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Application, 2020 – 2030

Figure 07: Global AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Solution

Figure 08: Global AI-enabled Testing Tools Market Attractiveness by Solution

Figure 09: Global AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Solution

Figure 10: Global AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Technology

Figure 11: Global AI-enabled Testing Tools Market Attractiveness by Technology

Figure 12: Global AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Technology

Figure 13: Global AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Application

Figure 14: Global AI-enabled Testing Tools Market Attractiveness by Application

Figure 15: Global AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Application

Figure 16: Global AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Region

Figure 17: Global AI-enabled Testing Tools Market Attractiveness by Region

Figure 18: Global AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Region

Figure 19: North America AI-enabled Testing Tools Market Size (US$ Mn) Forecast and Y-o-Y Growth Rate (%) from 2020 – 2030

Figure 20: North America AI-enabled Testing Tools Market Absolute $ Opportunity (US$ Mn), 2019 – 2030

Figure 21: North America AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Country, 2020 – 2030

Figure 22: North America AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Solution, 2020 – 2030

Figure 23: North America AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Technology, 2020 – 2030

Figure 24: North America AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Application, 2020 – 2030

Figure 25: North America AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Solution

Figure 26: North America AI-enabled Testing Tools Market Attractiveness by Solution

Figure 27: North America AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Solution

Figure 28: North America AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Technology

Figure 29: North America AI-enabled Testing Tools Market Attractiveness by Technology

Figure 30: North America AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Technology

Figure 31: North America AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Application

Figure 32: North America AI-enabled Testing Tools Market Attractiveness by Application

Figure 33: North America AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Application

Figure 34: North America AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Country

Figure 35: North America AI-enabled Testing Tools Market Attractiveness by Country

Figure 36: North America AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Country Figure 37: Latin America AI-enabled Testing Tools Market Size (US$ Mn) Forecast and Y-o-Y Growth Rate (%) from 2020 – 2030

Figure 38: Latin America AI-enabled Testing Tools Market Absolute $ Opportunity (US$ Mn), 2019 – 2030

Figure 39: Latin America AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Country, 2020 – 2030

Figure 40: Latin America AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Solution, 2020 – 2030

Figure 41: Latin America AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Technology, 2020 – 2030

Figure 42: Latin America AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Application, 2020 – 2030

Figure 43: Latin America AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Solution

Figure 44: Latin America AI-enabled Testing Tools Market Attractiveness by Solution

Figure 45: Latin America AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Solution

Figure 46: Latin America AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Technology

Figure 47: Latin America AI-enabled Testing Tools Market Attractiveness by Technology

Figure 48: Latin America AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Technology

Figure 49: Latin America AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Application

Figure 50: Latin America AI-enabled Testing Tools Market Attractiveness by Application

Figure 51: Latin America AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Application

Figure 52: Latin America AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Country

Figure 53: Latin America AI-enabled Testing Tools Market Attractiveness by Country

Figure 54: Latin America AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Country

Figure 55: Europe AI-enabled Testing Tools Market Size (US$ Mn) Forecast and Y-o-Y Growth Rate (%) from 2020 – 2030

Figure 56: Europe AI-enabled Testing Tools Market Absolute $ Opportunity (US$ Mn), 2019 – 2030

Figure 57: Europe AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Country, 2020 – 2030

Figure 58: Europe AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Solution, 2020 – 2030

Figure 59: Europe AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Technology, 2020 – 2030

Figure 60: Europe AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Application, 2020 – 2030

Figure 61: Europe AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Solution

Figure 62: Europe AI-enabled Testing Tools Market Attractiveness by Solution

Figure 63: Europe AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Solution

Figure 64: Europe AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Technology

Figure 65: Europe AI-enabled Testing Tools Market Attractiveness by Technology

Figure 66: Europe AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Technology

Figure 67: Europe AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Application

Figure 68: Europe AI-enabled Testing Tools Market Attractiveness by Application

Figure 69: Europe AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Application

Figure 70: Europe AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Country

Figure 71: Europe AI-enabled Testing Tools Market Attractiveness by Country

Figure 72: Europe AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Country

Figure 73: East Asia AI-enabled Testing Tools Market Size (US$ Mn) Forecast and Y-o-Y Growth Rate (%) from 2020 – 2030

Figure 74: East Asia AI-enabled Testing Tools Market Absolute $ Opportunity (US$ Mn), 2019 – 2030

Figure 75: East Asia AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Country, 2020 – 2030

Figure 76: East Asia AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Solution, 2020 – 2030

Figure 77: East Asia AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Technology, 2020 – 2030

Figure 78: East Asia AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Application, 2020 – 2030

Figure 79: East Asia AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Solution

Figure 80: East Asia AI-enabled Testing Tools Market Attractiveness by Solution

Figure 81: East Asia AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Solution

Figure 82: East Asia AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Technology

Figure 83: East Asia AI-enabled Testing Tools Market Attractiveness by Technology

Figure 84: East Asia AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Technology

Figure 85: East Asia AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Application

Figure 86: East Asia AI-enabled Testing Tools Market Attractiveness by Application

Figure 87: East Asia AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Application

Figure 88: East Asia AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Country

Figure 89: East Asia AI-enabled Testing Tools Market Attractiveness by Country

Figure 90: East Asia AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Country

Figure 91: Southeast Asia and Pacific AI-enabled Testing Tools Market Size (US$ Mn) Forecast and Y-o-Y Growth Rate (%) from 2020 – 2030

Figure 92: Southeast Asia and Pacific AI-enabled Testing Tools Market Absolute $ Opportunity (US$ Mn), 2019 – 2030

Figure 93: Southeast Asia and Pacific AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Country, 2020 – 2030

Figure 94: Southeast Asia and Pacific AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Solution, 2020 – 2030

Figure 95: Southeast Asia and Pacific AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Technology, 2020 – 2030

Figure 96: Southeast Asia and Pacific AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Application, 2020 – 2030

Figure 97: Southeast Asia and Pacific AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Solution

Figure 98: Southeast Asia and Pacific AI-enabled Testing Tools Market Attractiveness by Solution

Figure 99: Southeast Asia and Pacific AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Solution

Figure 100: Southeast Asia and Pacific AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Technology

Figure 101: Southeast Asia and Pacific AI-enabled Testing Tools Market Attractiveness by Technology

Figure 102: Southeast Asia and Pacific AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Technology

Figure 103: Southeast Asia and Pacific AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Application

Figure 104: Southeast Asia and Pacific AI-enabled Testing Tools Market Attractiveness by Application

Figure 105: Southeast Asia and Pacific AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Application

Figure 106: Southeast Asia and Pacific AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Country

Figure 107: Southeast Asia and Pacific AI-enabled Testing Tools Market Attractiveness by Country

Figure 108: Southeast Asia and Pacific AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Country

Figure 109: Middle East and Africa AI-enabled Testing Tools Market Size (US$ Mn) Forecast and Y-o-Y Growth Rate (%) from 2020 – 2030

Figure 110: Middle East and Africa AI-enabled Testing Tools Market Absolute $ Opportunity (US$ Mn), 2019 – 2030

Figure 111: Middle East and Africa AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Country, 2020 – 2030

Figure 112: Middle East and Africa AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Solution, 2020 – 2030

Figure 113: Middle East and Africa AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Technology, 2020 – 2030

Figure 114: Middle East and Africa AI-enabled Testing Tools Market Incremental Opportunity (US$ Mn) Analysis by Application, 2020 – 2030

Figure 115: Middle East and Africa AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Solution

Figure 116: Middle East and Africa AI-enabled Testing Tools Market Attractiveness by Solution

Figure 117: Middle East and Africa AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Solution

Figure 118: Middle East and Africa AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Technology

Figure 119: Middle East and Africa AI-enabled Testing Tools Market Attractiveness by Technology

Figure 120: Middle East and Africa AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Technology

Figure 121: Middle East and Africa AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Application

Figure 122: Middle East and Africa AI-enabled Testing Tools Market Attractiveness by Application

Figure 123: Middle East and Africa AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Application

Figure 124: Middle East and Africa AI-enabled Testing Tools Market Share Analysis (2020 – 2030) by Country

Figure 125: Middle East and Africa AI-enabled Testing Tools Market Attractiveness by Country

Figure 126: Middle East and Africa AI-enabled Testing Tools Market Y-o-Y Growth Trend Analysis (2020 – 2030) by Country

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