조사회사 : MarketsandMarkets (마켓츠앤마켓츠) 출판년월 : 2023년10월
AI Code Tools Market – Global Forecast to 2028
AI 코드 도구 시장 : 오퍼링 {도구 [기술(ML, NLP, 제너레이티브 AI), 배포 모드], 서비스}, 애플리케이션(데이터 과학 및 기계 학습, 클라우드 서비스 및 DevOps, 웹 개발), 산업 및 지역별 – 2028년까지의 세계 예측
AI Code Tools Market by Offering (Tools (Technology (ML, NLP, Generative AI), Deployment Mode) and Services), Application (Data Science & Machine Learning, Cloud Services & DevOps, Web Development), Vertical and Region – Global Forecast to 2028
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Report Overview
The global AI code tools market is valued at USD 4.3 billion in 2023 and is estimated to reach USD 12.6 billion by 2028, registering a CAGR of 24.0% during the forecast period. The driving factor behind the rapid adoption and advancement of AI code tools, particularly generative AI coding tools, lies in the transformative impact they have on software development. These tools are ushering in a new era of AI-assisted engineering workflows, enabling developers to code more efficiently and productively. With the emergence of generative AI coding tools, developers receive code suggestions and even entire functions by simply using natural language prompts or working with existing code. These innovations are quickly altering the coding landscape.
The tools segment is projected to hold the largest market size during the forecast period
AI code tools, often referred to as AI code generators, have revolutionized software development by incorporating artificial intelligence and machine learning into the coding process. These tools are designed to assist developers in writing, optimizing, and managing code efficiently. They offer a wide range of functionalities, from code autocompletion and suggestions to automated testing, code review, and even code generation. AI code tools have significantly increased developers’ productivity, enabling them to work faster and more effectively. These tools hold the potential to transform the future of software development by making it more accessible, efficient, and error-free.
By Technology, Machine Learning Segment is registered to grow at the highest CAGR during the forecast period
AI code tools, specifically within the domain of machine learning, encompass a dynamic set of technologies, including deep learning, recurrent neural networks (RNNs), and long short-term memory (LSTM) networks. Deep learning techniques delve into the intricate layers of neural networks to extract complex patterns, making them ideal for tasks like image recognition and natural language processing. RNNs and LSTMs, on the other hand, excel in sequential data analysis, allowing for tasks such as time series forecasting and language modeling. These AI code tools in the realm of machine learning form the backbone of intelligent systems, enabling data-driven decision-making and the development of applications that can understand, learn from, and respond to intricate real-world data.
Asia Pacific is projected to witness the highest CAGR during the forecast period.
The Asia-Pacific region stands as a dynamic powerhouse of economic strength and technological advancement, poised to contribute a substantial 70% of global growth in 2023, surpassing other regions. As the region holds more than 50% of the world’s population, any technological shifts like those being heralded by AI are expected to shape the future of the region. Many Asian countries such as China, India, Japan, and others are leveraging information-intensive AI technologies, with conversational AI being one of the leading technology trends. Countries like China, Japan, South Korea, India, and Singapore are heavily investing in artificial intelligence (AI), positioning the APAC region as the world’s fastest-growing AI market. This emphasis on AI offers vast growth potential and innovation opportunities for software companies.
Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the AI code tools market.
By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%
By Region: North America: 45%, Asia Pacific: 30%, Europe: 20%, RoW: 5%
Major vendors offering AI code tools and services across the globe are IBM (US), Microsoft (US), Google (US), AWS (US), Salesforce (US), Meta (US), OpenAI (US), , Tabnine (Israel), Replit (US), Sourcegraph (US), Moolya (India), Snyk (US), CircleCI (US), JetBrains (Czech Republic), AdaCore (France), WingWare (US), Datadog (US), Lightning AI (US), Kodezi (US), Sourcery.AI (England), CodeWP (US), SinCode AB (Sweden), SQLAI.ai (Germany), Seek AI (US), Enzyme (US), Assistiv.ai (Germany), CodiumAI (Israel), MutableAI (US), Judini (US), and Safurai (Italy).
Research Coverage
The market study covers AI code tools across segments. It aims at estimating the market size and the growth potential across different segments, such as offering, application, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for AI code tools and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
• Analysis of key drivers (Rapid advancements in generative AI is revolutionizing software development, Increased efficiency and productivity with AI code tools, Need to assist developers in tackling complex coding tasks, Transformative shift in the roles of software developers), restraints (Presence of inaccuracies and limitations in AI-generated code poses a significant restraint and Overreliance on AI code tools to hinder the problem-solving abilities), opportunities (Evolution of Application Development with AI-Powered Virtual Developers, Unlocking Innovation through Augmented Software Development (ASD), Emergence of Prompt Engineering in Software Industry), and challenges (Legal and Ethical Complexities in AI Code Tools, Security challenges faced in AI coding tools, Concerns for biasness in the code generated) influencing the growth of the AI code tools market
• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI code tools market.
• Market Development: Comprehensive information about lucrative markets – the report analyses the AI code tools market across varied regions.
• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in AI code tools market strategies; the report also helps stakeholders understand the pulse of the AI code tools market and provides them with information on key market drivers, restraints, challenges, and opportunities.
• Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players such as IBM (US), Microsoft (US), Google (US), AWS (US), Salesforce (US), Meta (US), OpenAI (US) among others in the AI code tools market.
Table of Contents
1 INTRODUCTION 29
1.1 STUDY OBJECTIVES 29
1.2 MARKET DEFINITION 29
1.2.1 INCLUSIONS AND EXCLUSIONS 29
1.3 MARKET SCOPE 30
1.3.1 MARKET SEGMENTATION 30
1.3.2 REGIONS COVERED 31
1.3.3 YEARS CONSIDERED 31
1.4 CURRENCY CONSIDERED 32
1.5 STAKEHOLDERS 32
2 RESEARCH METHODOLOGY 33
2.1 RESEARCH DATA 33
FIGURE 1 AI CODE TOOLS MARKET: RESEARCH DESIGN 33
2.1.1 SECONDARY DATA 34
2.1.2 PRIMARY DATA 34
TABLE 1 PRIMARY INTERVIEWS 34
2.1.2.1 Breakup of primary profiles 35
2.1.2.2 Key industry insights 35
2.2 DATA TRIANGULATION 36
FIGURE 2 DATA TRIANGULATION 36
2.3 MARKET SIZE ESTIMATION 37
FIGURE 3 AI CODE TOOLS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 37
2.3.1 TOP-DOWN APPROACH 37
2.3.2 BOTTOM-UP APPROACH 38
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY-SIDE): FLOWCHART USING REVENUE FROM AI CODE TOOLS/SERVICES 38
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL AI CODE TOOLS / SERVICE COMPANIES 39
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): REVENUES OF TOP PLAYERS AND SOURCES OF DATA 40
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 4, BOTTOM-UP (DEMAND-SIDE): OVERALL AI CODE TOOLS SPENDING 41
2.4 MARKET FORECAST 42
TABLE 2 FACTOR ANALYSIS 42
2.5 RESEARCH ASSUMPTIONS 43
2.6 LIMITATIONS 45
2.7 IMPLICATIONS OF RECESSION ON AI CODE TOOLS MARKET 45
TABLE 3 IMPACT OF RECESSION ON GLOBAL AI CODE TOOLS MARKET 46
3 EXECUTIVE SUMMARY 47
TABLE 4 AI CODE TOOLS MARKET SIZE AND GROWTH RATE, 2017–2022 (USD MILLION, Y-O-Y) 48
TABLE 5 AI CODE TOOLS MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y) 49
FIGURE 8 TOOLS SEGMENT TO ACCOUNT FOR LARGER SHARE IN 2023 49
FIGURE 9 MACHINE LEARNING TECHNOLOGY TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 49
FIGURE 10 CLOUD DEPLOYMENT TO ACCOUNT FOR LARGER SHARE IN 2023 50
FIGURE 11 PROFESSIONAL SERVICES TO ACCOUNT FOR LARGER MARKET SIZE IN 2023 50
FIGURE 12 CONSULTING SERVICES TO ACCOUNT FOR LARGEST SHARE IN 2023 51
FIGURE 13 DATA SCIENCE & MACHINE LEARNING TO ACCOUNT FOR LARGEST APPLICATION IN 2023 51
FIGURE 14 BFSI VERTICAL TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 52
FIGURE 15 ASIA PACIFIC TO GROW AT HIGHEST CAGR IN AI CODE TOOLS MARKET 52
4 PREMIUM INSIGHTS 53
4.1 ATTRACTIVE OPPORTUNITIES IN AI CODE TOOLS MARKET 53
FIGURE 16 INCREASING DEMAND FOR AUTOMATION AND EFFICIENCY IN SOFTWARE DEVELOPMENT TO PROPEL ADOPTION OF AI CODE TOOLS 53
4.2 AI CODE TOOLS MARKET: TOP THREE APPLICATIONS 53
FIGURE 17 DATA SCIENCE & MACHINE LEARNING APPLICATION EXPECTED TO HOLD LARGEST MARKET DURING FORECAST PERIOD 53
4.3 AI CODE TOOLS MARKET, BY OFFERING & VERTICAL 54
FIGURE 18 TOOLS AND BFSI VERTICAL TO ACCOUNT FOR LARGEST SHARES IN 2023 54
4.4 AI CODE TOOLS MARKET, BY REGION 54
FIGURE 19 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE IN 2023 54
5 MARKET OVERVIEW AND INDUSTRY TRENDS 55
5.1 INTRODUCTION 55
5.2 MARKET DYNAMICS 55
FIGURE 20 MARKET DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 56
5.2.1 DRIVERS 56
5.2.1.1 Rapid advancements in generative AI revolutionizing software development 56
5.2.1.2 Increased efficiency and productivity with AI code tools 57
5.2.1.3 Need to assist developers in tackling complex coding tasks 57
5.2.1.4 Transformative shift in roles of software developers 58
5.2.2 RESTRAINTS 58
5.2.2.1 Presence of inaccuracies and limitations in AI-generated codes 58
5.2.2.2 Overreliance on AI code tools hinder problem-solving abilities 58
5.2.3 OPPORTUNITIES 59
5.2.3.1 Evolution of application development with AI-powered virtual developers 59
5.2.3.2 Unlocking innovation through augmented software development (ASD) 59
5.2.3.3 Emergence of prompt engineering in software industry 60
5.2.4 CHALLENGES 60
5.2.4.1 Legal and ethical complexities in AI code tools 60
5.2.4.2 Security challenges faced in AI coding tools 61
5.2.4.3 Concerns for biases in generated code 61
5.3 INDUSTRY TRENDS 61
5.3.1 AI CODE TOOLS: ARCHITECTURE 61
FIGURE 21 AI CODE TOOLS ARCHITECTURE 61
5.3.2 AI CODE TOOLS: EVOLUTION 62
FIGURE 22 AI CODE TOOLS MARKET EVOLUTION 62
5.3.3 VALUE CHAIN ANALYSIS 63
FIGURE 23 AI CODE TOOLS MARKET: VALUE CHAIN ANALYSIS 64
5.3.4 ECOSYSTEM ANALYSIS 65
FIGURE 24 AI CODE TOOLS MARKET ECOSYSTEM 65
TABLE 6 AI CODE TOOLS MARKET: AI CODE TOOL PROVIDERS 65
TABLE 7 AI CODE TOOLS MARKET: SERVICE PROVIDERS 66
TABLE 8 AI CODE TOOLS MARKET: INTEGRATORS 66
TABLE 9 AI CODE TOOLS MARKET: END USERS 66
TABLE 10 AI CODE TOOLS MARKET: REGULATORY BODIES 67
5.3.5 PRICING ANALYSIS 68
5.3.5.1 Selling prices of key players, by application 68
FIGURE 25 SELLING PRICES OF KEY PLAYERS FOR TOP THREE APPLICATIONS 68
TABLE 11 SELLING PRICES OF KEY PLAYERS FOR TOP THREE APPLICATIONS (USD) 68
5.3.5.2 Indicative pricing analysis of AI code tools 68
TABLE 12 AI CODE TOOLS: PRICING LEVELS 69
5.3.6 PORTER’S FIVE FORCES ANALYSIS 70
FIGURE 26 PORTER’S FIVE FORCES ANALYSIS 70
TABLE 13 AI CODE TOOLS MARKET: PORTER’S FIVE FORCES ANALYSIS 71
5.3.6.1 Threat of new entrants 71
5.3.6.2 Threat of substitutes 71
5.3.6.3 Bargaining power of suppliers 71
5.3.6.4 Bargaining power of buyers 71
5.3.6.5 Intensity of competitive rivalry 72
5.3.7 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS OF AI CODE TOOLS MARKET 72
FIGURE 27 AI CODE TOOLS MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS 72
5.3.8 TECHNOLOGY ANALYSIS 72
FIGURE 28 AI CODE TOOLS MARKET: TECHNOLOGY ANALYSIS 73
5.3.8.1 Key technologies 73
5.3.8.1.1 Machine learning 73
5.3.8.1.2 Natural language processing 74
5.3.8.1.3 Generative AI 74
5.3.8.1.4 Containerization and microservices 75
5.3.8.2 Adjacent technologies 75
5.3.8.2.1 Big data 75
5.3.8.2.2 Predictive analytics 76
5.3.8.2.3 Cloud computing 76
5.3.8.2.4 Cybersecurity 77
5.3.8.2.5 Graph databases 77
5.3.9 CASE STUDY ANALYSIS 78
5.3.10 IT & ITES 78
5.3.10.1 Case study 1: AI-powered coding assistant, Tabnine, increased productivity at CI&T 78
5.3.10.2 Case study 2: Nutanix addressed Log4j vulnerability using Sourcegraph 79
5.3.11 BANKING, FINANCIAL SERVICES, AND INSURANCE 80
5.3.11.1 Case study 3: Neo Financial transformed developer productivity and codebase management with Sourcegraph 80
5.3.11.2 Case study 4: PayPay achieved scalability and reliability with CircleCI for CI/CD solutions 80
5.3.12 HEALTHCARE & LIFE SCIENCES 81
5.3.12.1 Case study 5: Baracoda accelerated health-related IoT products with CircleCI 81
5.3.12.2 Case study 6: HealthLabs.com achieved enhanced developer productivity and well-being with CircleCI 82
5.3.13 RETAIL & ECOMMERCE 82
5.3.13.1 Case study 7: CircleCI helped Bolt optimize and streamline its build pipelines 82
5.3.13.2 Case study 8: CircleCI helped BRIKL meet customer demands, maintain competitive edge, and drive future growth 83
5.3.14 TRANSPORTATION & LOGISTICS 84
5.3.14.1 Case study 9: Lyft achieved successful transition from monolithic PHP application to microservices architecture with Sourcegraph 84
5.3.15 EDUCATION 85
5.3.15.1 Case study 10: MagicSchool revolutionized education by seamlessly integrating AI into daily workflow of teachers 85
5.3.16 PATENT ANALYSIS 86
5.3.16.1 Methodology 86
5.3.16.2 Document Type 86
TABLE 14 PATENTS FILED, 2013–2023 86
5.3.16.3 Innovation and patent applications 86
FIGURE 29 TOTAL NUMBER OF PATENTS GRANTED, 2013–2023 86
5.3.16.3.1 Top applicants 86
FIGURE 30 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2013–2023 87
TABLE 15 TOP 20 PATENT OWNERS, 2013–2023 87
TABLE 16 LIST OF PATENTS IN AI CODE TOOLS MARKET, 2021–2023 88
5.3.17 KEY CONFERENCES & EVENTS, 2023–2024 90
TABLE 17 DETAILED LIST OF CONFERENCES & EVENTS, 2023–2024 90
5.3.18 TARIFFS AND REGULATORY LANDSCAPE 91
5.3.18.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91
TABLE 18 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91
TABLE 19 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 92
TABLE 20 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 95
TABLE 21 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 95
5.3.18.2 North America 96
5.3.18.2.1 US 96
5.3.18.2.2 Canada 96
5.3.18.3 Europe 96
5.3.18.4 Asia Pacific 96
5.3.18.4.1 South Korea 96
5.3.18.4.2 China 97
5.3.18.4.3 India 97
5.3.18.5 Middle East & Africa 97
5.3.18.5.1 UAE 97
5.3.18.5.2 KSA 97
5.3.18.5.3 Bahrain 97
5.3.18.6 Latin America 97
5.3.18.6.1 Brazil 97
5.3.18.6.2 Mexico 98
5.3.19 KEY STAKEHOLDERS AND BUYING CRITERIA 98
5.3.19.1 Key stakeholders in buying process 98
FIGURE 31 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICALS 98
TABLE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 98
5.3.19.2 Buying criteria 99
FIGURE 32 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 99
TABLE 23 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 99
5.3.20 BEST PRACTICES IN AI CODE TOOLS MARKET 99
5.3.21 TECHNOLOGY ROADMAP OF AI CODE TOOLS MARKET 100
TABLE 24 SHORT-TERM ROADMAP, 2023–2025 100
TABLE 25 MID-TERM ROADMAP, 2026–2028 101
TABLE 26 LONG-TERM ROADMAP, 2029–2030 102
5.3.22 BUSINESS MODELS OF AI CODE TOOLS MARKET 102
5.3.22.1 Subscription-based services 102
5.3.22.2 Pay-per-use or pay-per-query 102
5.3.22.3 Enterprise licensing and customization 103
5.3.22.4 Open source with premium features 103
5.3.22.5 API and Platform as a Service (PaaS) 103
5.3.23 KEY FUNCTIONALITIES OF AI CODE TOOLS 103
5.3.23.1 Code autocompletion and suggestions 103
5.3.23.2 Code optimization and refactoring 104
5.3.23.3 Code generation 104
5.3.23.4 Automated testing and test generation 105
5.3.23.5 Code review and quality analysis 105
5.3.23.6 Code analytics 106
5.3.23.7 Bug detection and prevention 106
5.3.23.8 Version control 107
5.3.23.9 Documentation generation 107
6 AI CODE TOOLS MARKET, BY OFFERING 108
6.1 INTRODUCTION 109
6.1.1 OFFERING: AI CODE TOOLS MARKET DRIVERS 109
FIGURE 33 SERVICES SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 110
TABLE 27 AI CODE TOOLS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 110
TABLE 28 AI CODE TOOLS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 110
6.2 TOOLS 111
6.2.1 AI CODE TOOLS TO EMPOWER DEVELOPERS CREATE PREDICTIVE MODELS AND DATA-DRIVEN APPLICATIONS 111
TABLE 29 TOOLS: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 111
TABLE 30 TOOLS: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 111
6.2.2 DEPLOYMENT MODE 112
6.2.2.1 Cloud deployment mode to offer scalability, easy availability, and reduced expenditure 112
FIGURE 34 CLOUD SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 112
TABLE 31 AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 112
TABLE 32 AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 112
6.2.2.2 Cloud 113
6.2.2.2.1 Cloud solutions to facilitate development of AI applications that can adapt to changing workloads and data demands 113
TABLE 33 CLOUD: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 113
TABLE 34 CLOUD: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 113
6.2.2.3 On-premises 114
6.2.2.3.1 On-premises AI code tools to provide high level of security and compliance adherence 114
TABLE 35 ON-PREMISES: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 114
TABLE 36 ON-PREMISES: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 114
6.3 SERVICES 115
6.3.1 SERVICES TO SUSTAIN PERFORMANCE OF AI SYSTEMS, MINIMIZE DOWNTIME, AND RESOLVE ISSUES PROMPTLY 115
FIGURE 35 PROFESSIONAL SERVICES SEGMENT TO HOLD LARGEST MARKET DURING FORECAST PERIOD 115
TABLE 37 AI CODE TOOLS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 115
TABLE 38 AI CODE TOOLS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 116
6.3.2 PROFESSIONAL SERVICES 116
6.3.2.1 Professional services to drive innovation, automation, and data-driven decision-making across diverse industries 116
FIGURE 36 SUPPORT & MAINTENANCE SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 116
TABLE 39 PROFESSIONAL SERVICES: AI CODE TOOLS MARKET, BY TYPE, 2017–2022 (USD MILLION) 117
TABLE 40 PROFESSIONAL SERVICES: AI CODE TOOLS MARKET, BY TYPE, 2023–2028 (USD MILLION) 117
TABLE 41 PROFESSIONAL SERVICES: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 117
TABLE 42 PROFESSIONAL SERVICES: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 118
6.3.2.2 Consulting 118
TABLE 43 CONSULTING: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 118
TABLE 44 CONSULTING: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 119
6.3.2.3 Training 119
TABLE 45 TRAINING: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 119
TABLE 46 TRAINING: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 120
6.3.2.4 System integration & implementation 120
TABLE 47 SYSTEM INTEGRATION & IMPLEMENTATION: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 120
TABLE 48 SYSTEM INTEGRATION & IMPLEMENTATION: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 121
6.3.2.5 Support & maintenance 121
TABLE 49 SUPPORT & MAINTENANCE: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 121
TABLE 50 SUPPORT & MAINTENANCE: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 122
6.3.3 MANAGED SERVICES 122
6.3.3.1 Managed services to offer comprehensive approach to AI implementation 122
TABLE 51 MANAGED SERVICES: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 122
TABLE 52 MANAGED SERVICES: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 123
7 AI CODE TOOLS MARKET, BY TECHNOLOGY 124
7.1 INTRODUCTION 125
7.1.1 TECHNOLOGY: AI CODE TOOLS MARKET DRIVERS 125
FIGURE 37 MACHINE LEARNING SEGMENT TO HOLD LARGEST MARKET DURING FORECAST PERIOD 125
TABLE 53 TOOLS: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 126
TABLE 54 TOOLS: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 126
7.2 MACHINE LEARNING 126
7.2.1 MACHINE LEARNING TECHNIQUES TO ENABLE DATA-DRIVEN DECISION-MAKING 126
TABLE 55 MACHINE LEARNING: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 126
TABLE 56 MACHINE LEARNING: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 127
7.2.2 DEEP LEARNING 127
7.2.2.1 Recurrent neural networks 127
7.2.2.2 Long short-term memory (LSTM) 128
7.3 NATURAL LANGUAGE PROCESSING 128
7.3.1 NLP-BASED AI CODE TOOLS TO TRANSFORM CUSTOMER SERVICE, CONTENT GENERATION, AND INFORMATION RETRIEVAL 128
TABLE 57 NATURAL LANGUAGE PROCESSING: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 128
TABLE 58 NATURAL LANGUAGE PROCESSING: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 129
7.3.2 NATURAL LANGUAGE UNDERSTANDING (NLU) 129
7.3.3 NATURAL LANGUAGE INTERFACE FOR CODE 129
7.4 GENERATIVE AI 130
7.4.1 GENERATIVE AI TO AUTOMATE REPETITIVE CODING TASKS AND INCREASE PRODUCTIVITY 130
TABLE 59 GENERATIVE AI: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 130
TABLE 60 GENERATIVE AI: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 130
7.4.2 LARGE LANGUAGE MODELS (LLMS) 131
7.4.3 CODE GENERATION MODELS 131
8 AI CODE TOOLS MARKET, BY APPLICATION 132
8.1 INTRODUCTION 133
FIGURE 38 DATA SCIENCE & MACHINE LEARNING APPLICATION TO HOLD LARGEST MARKET DURING FORECAST PERIOD 134
TABLE 61 AI CODE TOOLS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 134
TABLE 62 AI CODE TOOLS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 135
8.2 DATA SCIENCE & MACHINE LEARNING 135
8.2.1 AI CODE TOOLS TO AUTOMATE DATA CLEANING AND DATA TRANSFORMATION TASKS, SAVING TIME AND REDUCING RISK OF HUMAN ERRORS 135
TABLE 63 DATA SCIENCE & MACHINE LEARNING: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 136
TABLE 64 DATA SCIENCE & MACHINE LEARNING: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 136
8.3 CLOUD SERVICES & DEVOPS 137
8.3.1 AI CODE TOOLS TO AUTOMATE AND STREAMLINE DEVOPS PROCESSES 137
TABLE 65 CLOUD SERVICES & DEVOPS: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 138
TABLE 66 CLOUD SERVICES & DEVOPS: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 138
8.4 WEB DEVELOPMENT 138
8.4.1 AI CODE TOOLS TO ENHANCE EFFICIENCY, SPEED, AND QUALITY OF WEB DEVELOPMENT PROJECTS 138
TABLE 67 WEB DEVELOPMENT: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 139
TABLE 68 WEB DEVELOPMENT: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 140
8.5 MOBILE APP DEVELOPMENT 140
8.5.1 AI ALGORITHMS TO ASSIST IN ENHANCED USER EXPERIENCES, PERSONALIZED RECOMMENDATIONS, VOICE RECOGNITION, AND PREDICTIVE ANALYTICS 140
TABLE 69 MOBILE APP DEVELOPMENT: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 141
TABLE 70 MOBILE APP DEVELOPMENT: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 141
8.6 GAMING DEVELOPMENT 141
8.6.1 AI CODE TOOLS TO CREATE IMMERSIVE AND ENGAGING GAMING EXPERIENCES 141
TABLE 71 GAME DEVELOPMENT: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 142
TABLE 72 GAME DEVELOPMENT: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 142
8.7 EMBEDDED SYSTEMS 143
8.7.1 AI-DRIVEN CODE GENERATION TO TRANSFORM FIELD OF EMBEDDED SYSTEM DEVELOPMENT 143
TABLE 73 EMBEDDED SYSTEMS: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 143
TABLE 74 EMBEDDED SYSTEMS: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 144
8.8 OTHER APPLICATIONS 144
TABLE 75 OTHER APPLICATIONS: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 145
TABLE 76 OTHER APPLICATIONS: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 145
9 AI CODE TOOLS MARKET, BY VERTICAL 146
9.1 INTRODUCTION 147
9.1.1 VERTICAL: AI CODE TOOLS MARKET DRIVERS 147
TABLE 77 MAJOR USE CASES, BY VERTICAL 148
FIGURE 39 HEALTHCARE & LIFE SCIENCES VERTICAL TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 149
TABLE 78 AI CODE TOOLS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 150
TABLE 79 AI CODE TOOLS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 150
9.2 BFSI 151
9.2.1 AUTOMATION OF DOCUMENT PROCESSING AND ANALYSIS TO ENSURE EFFICIENCY AND AGILITY 151
TABLE 80 BFSI: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 151
TABLE 81 BFSI: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 152
9.3 IT & ITES 152
9.3.1 AI CODE TOOLS TO REDUCE HUMAN ERRORS AND ACCELERATE PROJECT TIMELINES 152
TABLE 82 IT & ITES: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 153
TABLE 83 IT & ITES: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 153
9.4 HEALTHCARE & LIFE SCIENCES 153
9.4.1 AI CODE TOOLS TO REVOLUTIONIZE DRUG DISCOVERY AND DEVELOPMENT OF PERSONALIZED MEDICINE 153
TABLE 84 HEALTHCARE & LIFE SCIENCES: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 154
TABLE 85 HEALTHCARE & LIFE SCIENCES: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 154
9.5 MANUFACTURING 154
9.5.1 INTEGRATION OF AI CODE TOOLS TO OPTIMIZE PRODUCTION PROCESSES, REDUCE COSTS, AND ENHANCE PRODUCT QUALITY 154
TABLE 86 MANUFACTURING: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 155
TABLE 87 MANUFACTURING: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 155
9.6 RETAIL & ECOMMERCE 156
9.6.1 AI-DRIVEN VIRTUAL HELPERS TO MAKE SHOPPING EXPERIENCE EFFICIENT AND INTERACTIVE 156
TABLE 88 RETAIL & ECOMMERCE: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 156
TABLE 89 RETAIL & ECOMMERCE: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 157
9.7 TELECOMMUNICATIONS 157
9.7.1 AI CODE TOOLS TO OPTIMIZE NETWORK MANAGEMENT, ENHANCE CUSTOMER EXPERIENCES, AND IMPROVE SECURITY MEASURES 157
TABLE 90 TELECOMMUNICATIONS: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 158
TABLE 91 TELECOMMUNICATIONS: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 158
9.8 GOVERNMENT & PUBLIC SECTOR 158
9.8.1 AI APPLICATIONS TO ENHANCE EFFICIENCY, ACCURACY, AND CITIZEN-CENTRIC GOVERNANCE 158
TABLE 92 GOVERNMENT & PUBLIC SECTOR: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 159
TABLE 93 GOVERNMENT & PUBLIC SECTOR: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 159
9.9 MEDIA & ENTERTAINMENT 160
9.9.1 AI CODE TOOLS TO ENHANCE CONTENT PERSONALIZATION, PRODUCTION EFFICIENCY, AND AUDIENCE ENGAGEMENT 160
TABLE 94 MEDIA & ENTERTAINMENT: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 160
TABLE 95 MEDIA & ENTERTAINMENT: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 161
9.10 OTHER VERTICALS 161
TABLE 96 OTHER VERTICALS: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 162
TABLE 97 OTHER VERTICALS: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 162
10 AI CODE TOOLS MARKET, BY REGION 163
10.1 INTRODUCTION 164
FIGURE 40 SOUTH AFRICA TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 164
FIGURE 41 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 165
TABLE 98 AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 165
TABLE 99 AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 165
10.2 NORTH AMERICA 166
10.2.1 NORTH AMERICA: AI CODE TOOLS MARKET DRIVERS 166
10.2.2 NORTH AMERICA: IMPACT OF RECESSION 167
FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT 167
TABLE 100 NORTH AMERICA: AI CODE TOOLS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 168
TABLE 101 NORTH AMERICA: AI CODE TOOLS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 168
TABLE 102 NORTH AMERICA: AI CODE TOOLS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 168
TABLE 103 NORTH AMERICA: AI CODE TOOLS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 168
TABLE 104 NORTH AMERICA: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 169
TABLE 105 NORTH AMERICA: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 169
TABLE 106 NORTH AMERICA: AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 169
TABLE 107 NORTH AMERICA: AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 169
TABLE 108 NORTH AMERICA: AI CODE TOOLS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 170
TABLE 109 NORTH AMERICA: AI CODE TOOLS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 170
TABLE 110 NORTH AMERICA: AI CODE TOOLS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 170
TABLE 111 NORTH AMERICA: AI CODE TOOLS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 170
TABLE 112 NORTH AMERICA: AI CODE TOOLS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 171
TABLE 113 NORTH AMERICA: AI CODE TOOLS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 171
TABLE 114 NORTH AMERICA: AI CODE TOOLS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 171
TABLE 115 NORTH AMERICA: AI CODE TOOLS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 172
10.2.3 US 172
10.2.3.1 Government policies and increasing number of tech startups to drive market 172
10.2.4 CANADA 173
10.2.4.1 Focus on AI and government investments to fuel market growth 173
10.3 EUROPE 174
10.3.1 EUROPE: AI CODE TOOLS MARKET DRIVERS 174
10.3.2 EUROPE: IMPACT OF RECESSION 175
TABLE 116 EUROPE: AI CODE TOOLS MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 175
TABLE 117 EUROPE: AI CODE TOOLS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 175
TABLE 118 EUROPE: AI CODE TOOLS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 176
TABLE 119 EUROPE: AI CODE TOOLS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 176
TABLE 120 EUROPE: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 176
TABLE 121 EUROPE: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 176
TABLE 122 EUROPE: AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 177
TABLE 123 EUROPE: AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 177
TABLE 124 EUROPE: AI CODE TOOLS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 177
TABLE 125 EUROPE: AI CODE TOOLS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 177
TABLE 126 EUROPE: AI CODE TOOLS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 178
TABLE 127 EUROPE: AI CODE TOOLS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 178
TABLE 128 EUROPE: AI CODE TOOLS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 178
TABLE 129 EUROPE: AI CODE TOOLS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 179
TABLE 130 EUROPE: AI CODE TOOLS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 179
TABLE 131 EUROPE: AI CODE TOOLS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 180
10.3.3 UK 180
10.3.3.1 Robust regulatory frameworks and research excellence to propel market 180
10.3.4 GERMANY 181
10.3.4.1 Highly skilled labor force and strong infrastructure to drive adoption of AI and ML technologies 181
10.3.5 FRANCE 182
10.3.5.1 Increasing funding for AI startups to fuel development of AI ecosystem 182
10.3.6 SPAIN 182
10.3.6.1 Public-private collaboration programs that integrate AI across various vertical sectors to drive digital transformation 182
10.3.7 ITALY 183
10.3.7.1 Agility in adopting latest technological advancements to fuel market growth 183
10.3.8 REST OF EUROPE 184
10.4 ASIA PACIFIC 184
10.4.1 ASIA PACIFIC: AI CODE TOOLS MARKET DRIVERS 185
10.4.2 ASIA PACIFIC: IMPACT OF RECESSION 185
FIGURE 43 ASIA PACIFIC: MARKET SNAPSHOT 186
TABLE 132 ASIA PACIFIC: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 187
TABLE 133 ASIA PACIFIC: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 187
TABLE 134 ASIA PACIFIC: AI CODE TOOLS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 187
TABLE 135 ASIA PACIFIC: AI CODE TOOLS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 188
TABLE 136 ASIA PACIFIC: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 188
TABLE 137 ASIA PACIFIC: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 188
TABLE 138 ASIA PACIFIC: AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 188
TABLE 139 ASIA PACIFIC: AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 189
TABLE 140 ASIA PACIFIC: AI CODE TOOLS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 189
TABLE 141 ASIA PACIFIC: AI CODE TOOLS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 189
TABLE 142 ASIA PACIFIC: AI CODE TOOLS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 189
TABLE 143 ASIA PACIFIC: AI CODE TOOLS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 190
TABLE 144 ASIA PACIFIC: AI CODE TOOLS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 190
TABLE 145 ASIA PACIFIC: AI CODE TOOLS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 190
TABLE 146 ASIA PACIFIC: AI CODE TOOLS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 191
TABLE 147 ASIA PACIFIC: AI CODE TOOLS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 191
10.4.3 CHINA 192
10.4.3.1 Government R&D initiatives and global investments to boost market 192
10.4.4 JAPAN 192
10.4.4.1 Robust integration of AI into robotics to boost market 192
10.4.5 INDIA 193
10.4.5.1 India’s technological ecosystem supported by government policies and increased R&D investments to fuel market growth 193
10.4.6 ASEAN COUNTRIES 194
10.4.6.1 Competitive wages, improved business regulations, upgraded infrastructure, and growing domestic demand to accelerate growth 194
10.4.7 AUSTRALIA & NEW ZEALAND 195
10.4.7.1 Increasing resilience and investments in software tools to bolster market 195
10.4.8 REST OF ASIA PACIFIC 195
10.5 MIDDLE EAST & AFRICA 196
10.5.1 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET DRIVERS 196
10.5.2 MIDDLE EAST & AFRICA: IMPACT OF RECESSION 197
TABLE 148 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 197
TABLE 149 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 198
TABLE 150 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 198
TABLE 151 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 198
TABLE 152 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 198
TABLE 153 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 199
TABLE 154 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 199
TABLE 155 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 199
TABLE 156 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 199
TABLE 157 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 200
TABLE 158 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 200
TABLE 159 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 200
TABLE 160 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 201
TABLE 161 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 201
TABLE 162 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 202
TABLE 163 MIDDLE EAST & AFRICA: AI CODE TOOLS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 202
10.5.3 UAE 203
10.5.3.1 Government initiatives aimed at fostering knowledge-based economy to drive market 203
10.5.4 KSA 203
10.5.4.1 Technological advancements and economic diversification through Vision 2030 initiative to accelerate market growth 203
10.5.5 EGYPT 204
10.5.5.1 Rapid adoption of advanced technologies to boost market 204
10.5.6 SOUTH AFRICA 204
10.5.6.1 Increased focus on cloud-based software products to propel market growth 204
10.5.7 REST OF MIDDLE EAST & AFRICA 205
10.6 LATIN AMERICA 206
10.6.1 LATIN AMERICA: AI CODE TOOLS MARKET DRIVERS 206
10.6.2 LATIN AMERICA: IMPACT OF RECESSION 207
TABLE 164 LATIN AMERICA: AI CODE TOOLS MARKET, BY REGION, 2017–2022 (USD MILLION) 207
TABLE 165 LATIN AMERICA: AI CODE TOOLS MARKET, BY REGION, 2023–2028 (USD MILLION) 207
TABLE 166 LATIN AMERICA: AI CODE TOOLS MARKET, BY OFFERING, 2017–2022 (USD MILLION) 208
TABLE 167 LATIN AMERICA: AI CODE TOOLS MARKET, BY OFFERING, 2023–2028 (USD MILLION) 208
TABLE 168 LATIN AMERICA: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 208
TABLE 169 LATIN AMERICA: AI CODE TOOLS MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 208
TABLE 170 LATIN AMERICA: AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 209
TABLE 171 LATIN AMERICA: AI CODE TOOLS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 209
TABLE 172 LATIN AMERICA: AI CODE TOOLS MARKET, BY SERVICE, 2017–2022 (USD MILLION) 209
TABLE 173 LATIN AMERICA: AI CODE TOOLS MARKET, BY SERVICE, 2023–2028 (USD MILLION) 209
TABLE 174 LATIN AMERICA: AI CODE TOOLS MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 210
TABLE 175 LATIN AMERICA: AI CODE TOOLS MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 210
TABLE 176 LATIN AMERICA: AI CODE TOOLS MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 210
TABLE 177 LATIN AMERICA: AI CODE TOOLS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 211
TABLE 178 LATIN AMERICA: AI CODE TOOLS MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 211
TABLE 179 LATIN AMERICA: AI CODE TOOLS MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 212
10.6.3 BRAZIL 212
10.6.3.1 Brazil’s vibrant technology ecosystem to drive software development industry 212
10.6.4 MEXICO 213
10.6.4.1 Dynamic private sector and increasing investments in digital transformation to accelerate market growth 213
10.6.5 REST OF LATIN AMERICA 213
11 COMPETITIVE LANDSCAPE 215
11.1 OVERVIEW 215
11.2 STRATEGIES ADOPTED BY KEY PLAYERS 215
TABLE 180 STRATEGIES DEPLOYED BY KEY AI CODE TOOL VENDORS 215
11.3 REVENUE ANALYSIS 218
FIGURE 44 BUSINESS SEGMENT REVENUE ANALYSIS FOR KEY COMPANIES, 2020–2022 (USD MILLION) 218
11.4 MARKET SHARE ANALYSIS FOR KEY PUBLIC COMPANIES 219
FIGURE 45 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2022 219
TABLE 181 AI CODE TOOLS MARKET: INTENSITY OF COMPETITIVE RIVALRY 219
11.5 BRAND/PRODUCT COMPARATIVE ANALYSIS 220
TABLE 182 BRAND/PRODUCT COMPARATIVE ANALYSIS 220
11.6 COMPANY EVALUATION MATRIX 220
11.6.1 STARS 220
11.6.2 EMERGING LEADERS 220
11.6.3 PERVASIVE PLAYERS 221
11.6.4 PARTICIPANTS 221
FIGURE 46 COMPANY EVALUATION MATRIX, 2023 221
11.6.5 COMPANY FOOTPRINT OF KEY PLAYERS 222
TABLE 183 COMPANY FOOTPRINT OF KEY PLAYERS, 2023 222
11.7 STARTUP/SME EVALUATION MATRIX, 2023 223
11.7.1 PROGRESSIVE COMPANIES 223
11.7.2 RESPONSIVE COMPANIES 223
11.7.3 DYNAMIC COMPANIES 223
11.7.4 STARTING BLOCKS 223
FIGURE 47 STARTUP/SME EVALUATION MATRIX, 2023 224
11.7.5 COMPETITIVE BENCHMARKING OF STARTUPS/SMES 224
TABLE 184 DETAILED LIST OF KEY SMES/STARTUPS 224
TABLE 185 COMPETITIVE BENCHMARKING OF SMES/STARTUPS, 2023 225
11.8 COMPETITIVE SCENARIO AND TRENDS 225
11.8.1 PRODUCT LAUNCHES 226
TABLE 186 AI CODE TOOLS MARKET: PRODUCT LAUNCHES, 2020–2023 226
11.8.2 DEALS 228
TABLE 187 AI CODE TOOLS MARKET: DEALS, 2020–2023 228
11.8.3 OTHERS 230
TABLE 188 AI CODE TOOLS MARKET: OTHERS, 2020–2023 230
11.9 VALUATION AND FINANCIAL METRICS OF KEY VENDORS 230
FIGURE 48 VALUATION AND FINANCIAL METRICS OF KEY VENDORS 230
11.10 YTD PRICE TOTAL RETURN AND STOCK BETA OF KEY VENDORS 231
FIGURE 49 YTD PRICE TOTAL RETURN AND STOCK BETA OF KEY VENDORS 231
12 COMPANY PROFILES 232
12.1 INTRODUCTION 232
12.2 KEY PLAYERS 232
(Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)*
12.2.1 MICROSOFT 232
TABLE 189 MICROSOFT: BUSINESS OVERVIEW 233
FIGURE 50 MICROSOFT: COMPANY SNAPSHOT 233
TABLE 190 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 234
TABLE 191 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 235
TABLE 192 MICROSOFT: DEALS 236
12.2.2 IBM 240
TABLE 193 IBM: BUSINESS OVERVIEW 240
FIGURE 51 IBM: COMPANY SNAPSHOT 241
TABLE 194 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 241
TABLE 195 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 243
TABLE 196 IBM: DEALS 244
TABLE 197 IBM: OTHERS 246
12.2.3 GOOGLE 247
TABLE 198 GOOGLE: BUSINESS OVERVIEW 247
FIGURE 52 GOOGLE: COMPANY SNAPSHOT 248
TABLE 199 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 248
TABLE 200 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 250
TABLE 201 GOOGLE: DEALS 251
TABLE 202 GOOGLE: OTHERS 255
12.2.4 AWS 256
TABLE 203 AWS: BUSINESS OVERVIEW 256
FIGURE 53 AWS: COMPANY SNAPSHOT 257
TABLE 204 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 257
TABLE 205 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS 258
TABLE 206 AWS: DEALS 260
TABLE 207 AWS: OTHERS 260
12.2.5 META 262
TABLE 208 META: BUSINESS OVERVIEW 262
FIGURE 54 META: COMPANY SNAPSHOT 263
TABLE 209 META: PRODUCTS/SOLUTIONS/SERVICES OFFERED 263
TABLE 210 META: PRODUCT LAUNCHES AND ENHANCEMENTS 264
TABLE 211 META: DEALS 266
12.2.6 SALESFORCE 269
TABLE 212 SALESFORCE: BUSINESS OVERVIEW 269
FIGURE 55 SALESFORCE: COMPANY SNAPSHOT 270
TABLE 213 SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 270
TABLE 214 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS 271
TABLE 215 SALESFORCE: DEALS 273
TABLE 216 SALESFORCE: OTHERS 274
12.2.7 OPENAI 275
TABLE 217 OPENAI: BUSINESS OVERVIEW 275
TABLE 218 OPENAI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 275
TABLE 219 OPENAI: PRODUCT LAUNCHES AND ENHANCEMENTS 276
TABLE 220 OPENAI: DEALS 277
TABLE 221 OPENAI: OTHERS 278
12.2.8 TABNINE 279
TABLE 222 TABNINE: BUSINESS OVERVIEW 279
TABLE 223 TABNINE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 279
TABLE 224 TABNINE: PRODUCT LAUNCHES AND ENHANCEMENTS 280
TABLE 225 TABNINE: DEALS 281
12.2.9 REPLIT 282
TABLE 226 REPLIT: BUSINESS OVERVIEW 282
TABLE 227 REPLIT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 283
TABLE 228 REPLIT: PRODUCT LAUNCHES AND ENHANCEMENTS 283
TABLE 229 REPLIT: DEALS 285
TABLE 230 REPLIT: OTHERS 285
12.2.10 SOURCEGRAPH 286
TABLE 231 SOURCEGRAPH: BUSINESS OVERVIEW 286
TABLE 232 SOURCEGRAPH: PRODUCTS/SOLUTIONS/SERVICES OFFERED 287
TABLE 233 SOURCEGRAPH: PRODUCT LAUNCHES AND ENHANCEMENTS 287
12.2.11 MOOLYA 289
TABLE 234 MOOLYA: BUSINESS OVERVIEW 289
TABLE 235 MOOLYA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 289
TABLE 236 MOOLYA: PRODUCT LAUNCHES AND ENHANCEMENTS 290
12.2.12 SNYK 291
TABLE 237 SNYK: BUSINESS OVERVIEW 291
TABLE 238 SNYK: PRODUCTS/SOLUTIONS/SERVICES OFFERED 291
TABLE 239 SNYK: PRODUCT LAUNCHES AND ENHANCEMENTS 292
TABLE 240 SNYK: DEALS 293
TABLE 241 SNYK: OTHERS 294
12.2.13 CIRCLECI 295
TABLE 242 CIRCLECI: BUSINESS OVERVIEW 295
TABLE 243 CIRCLECI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 295
TABLE 244 CIRCLECI: PRODUCT LAUNCHES AND ENHANCEMENTS 296
TABLE 245 CIRCLECI: DEALS 297
12.2.14 JETBRAINS 298
TABLE 246 JETBRAINS: BUSINESS OVERVIEW 298
TABLE 247 JETBRAINS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 298
TABLE 248 JETBRAINS: PRODUCT LAUNCHES AND ENHANCEMENTS 299
TABLE 249 JETBRAINS: DEALS 299
12.2.15 ADACORE 301
12.2.16 WINGWARE 302
12.2.17 DATADOG 303
12.2.18 LIGHTNING AI 304
12.2.19 KODEZI 305
12.2.20 SOURCERY 305
12.3 STARTUPS/SMES 306
12.3.1 CODEWP 306
12.3.2 SQLAI.AI 307
12.3.3 SINCODE AB 308
12.3.4 SEEK AI 309
12.3.5 ENZYME 310
12.3.6 ASSISTIV AI 310
12.3.7 CODIUM 311
12.3.8 MUTABLE AI 312
12.3.9 JUDINI 313
12.3.10 SAFURAI 313
*Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.
13 ADJACENT AND RELATED MARKETS 314
13.1 INTRODUCTION 314
13.2 LOW-CODE DEVELOPMENT PLATFORM MARKET – GLOBAL FORECAST TO 2025 314
13.2.1 MARKET DEFINITION 314
13.2.2 MARKET OVERVIEW 314
FIGURE 56 LOW-CODE DEVELOPMENT PLATFORM MARKET SNAPSHOT, 2018–2025 315
13.2.3 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY COMPONENT 316
TABLE 250 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY COMPONENT, 2018–2025 (USD MILLION) 316
13.2.4 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY APPLICATION 316
TABLE 251 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY APPLICATION TYPE, 2018–2025 (USD MILLION) 317
13.2.5 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY DEPLOYMENT TYPE 317
TABLE 252 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY DEPLOYMENT TYPE, 2018–2025 (USD MILLION) 317
13.2.6 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY ORGANIZATION SIZE 318
TABLE 253 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 318
13.2.7 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY INDUSTRY 318
TABLE 254 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY INDUSTRY, 2018–2025 (USD MILLION) 319
13.2.8 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY REGION 319
TABLE 255 LOW-CODE DEVELOPMENT PLATFORM MARKET, BY REGION, 2018–2025 (USD MILLION) 319
13.3 GENERATIVE AI MARKET – GLOBAL FORECAST TO 2030 320
13.3.1 MARKET DEFINITION 320
13.3.2 MARKET OVERVIEW 320
TABLE 256 GLOBAL GENERATIVE AI MARKET SIZE AND GROWTH RATE, 2019–2022 (USD MILLION, Y-O-Y %) 320
TABLE 257 GLOBAL GENERATIVE AI MARKET SIZE AND GROWTH RATE, 2023–2030 (USD MILLION, Y-O-Y %) 321
13.3.3 GENERATIVE AI MARKET, BY OFFERING 321
TABLE 258 GENERATIVE AI MARKET, BY OFFERING, 2019–2022 (USD MILLION) 321
TABLE 259 GENERATIVE AI MARKET, BY OFFERING, 2023–2030 (USD MILLION) 321
13.3.4 GENERATIVE AI MARKET, BY REGION 322
TABLE 260 NORTH AMERICA: GENERATIVE AI MARKET, BY OFFERING, 2019–2022 (USD MILLION) 322
TABLE 261 NORTH AMERICA: GENERATIVE AI MARKET, BY OFFERING, 2023–2030 (USD MILLION) 322
14 APPENDIX 323
14.1 DISCUSSION GUIDE 323
14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 329
14.3 CUSTOMIZATION OPTIONS 331
14.4 RELATED REPORTS 331
14.5 AUTHOR DETAILS 332
