Cloud AI Market – Global Forecast To 2029
클라우드 AI 시장 – 클라우드 AI 인프라(컴퓨팅, 스토리지, 네트워크), AI 및 ML 플랫폼(Auto ML), MLOps 및 라이프사이클 관리(AI 워크플로 오케스트레이션), AIaaS, 기술(생성 AI 및 기타 AI) – 2029년까지의 세계 예측
Cloud AI Market by Cloud AI Infrastructure (Compute, Storage, Network), AI & ML Platforms (Auto ML), MLOps and Lifecycle Management (AI Workflow Orchestration), AIaaS, Technology (Generative AI and Other AI) – Global Forecast to 2029
| 조사회사 | MarketsandMarkets |
| 출판년월 | 2024년12월 |
| 페이지 수 | 387 |
| 도표 수 | 462 |
| 라이센스 | Single User License |
| 가격 | USD 4,950 |
| 구성 | 영문조사보고서 |
Report Overview
The cloud AI market will grow from USD 80.30 billion in 2024 to USD 327.15 billion by 2029 at a compounded annual growth rate (CAGR) of 32.4% during the forecast period. Cloud AI transforms technology use across industries, including manufacturing, healthcare, finance, and retail. For instance, hospitals employ cloud AI to forecast health trends and quickly evaluate medical data, assisting physicians in making better decisions for their patients.
클라우드 AI 시장은 예측 기간 동안 32.4%의 연간 복리 성장률(CAGR)로 2024년 803억 달러에서 2029년까지 3,271억 5000만 달러로 성장할 것으로 예상됩니다.
More businesses are using cloud AI since it offers powerful computing and data analysis without needing hardware investments. This allows companies to use AI for real-time insights, predictions, and automation, helping them work more efficiently, save money, and focus on core operations.
By offering, the AI as a service segment holds the highest CAGR during the forecast period.
AI-as-a-Service (AIaaS) is expected to grow the highest in the cloud AI market. It gives businesses access to advanced AI tools without investing in expensive infrastructure or specialized knowledge. A key advantage of AIaaS is its scalability and flexibility. Businesses can quickly change their AI capabilities as required, which works well for companies of all sizes. It also makes AI accessible to smaller businesses that don’t have the resources to create and manage their systems. AIaaS providers often have simple interfaces and tools that make it easier to connect with existing systems, so businesses don’t need extensive technical skills.
AIaaS is becoming more popular as businesses try to improve customer experiences and run their operations more efficiently. The growth of AutoML (automated machine learning) and pre-trained models in AIaaS is helping this trend by making it easier to develop and use AI applications. As businesses embrace data-driven decision-making, AIaaS will be crucial in navigating data complexities and driving innovation.
Based on vertical, the BFSI segment holds the largest market share during the forecast period.
Banks and financial services use cloud AI to improve security, customer service, and efficiency. Cloud AI helps them analyze data instantly, which is essential for detecting fraud, managing risks, and providing personalized services for each customer. AI models process large amounts of data in real-time to find unusual patterns and reduce the risks of financial crimes. Cloud AI improves customer service by offering personalized advice and chatbots, making banking faster and more effective in meeting the growing demand for digital services.
In insurance, cloud AI speeds up claims processing, predicts risks, and examines data, making work quicker and decisions more accurate. It also allows businesses to adjust resources without significant upfront investments in IT systems. This flexibility helps companies to adapt to changing market demands and follow new regulations. Overall, cloud AI improves security, lets companies offer personalized services, and helps them operate more efficiently to meet customer needs and keep up with a fast-changing digital world.
Based on the business function, the operations & supply segment holds the highest CAGR during the forecast period.
Cloud AI transforms how companies manage logistics, inventories, and efficiency in operations and supply chains. Companies could use AI systems to obtain real-time data about their supply chain, improve inventory management, and better predict demand. This reduces expenses, increases flexibility, and helps to satisfy customers’ needs better. AI also helps businesses find potential problems and improve delivery routes, making the supply chain faster and more responsive.
Recent trends in the cloud AI market for operations and supply chain chains include the integration of Internet of Things (IoT) devices for real-time data collection, which enhances visibility across the supply chain. More businesses are using AI to automate tasks such as order processing and inventory management so their employees can focus on making key decisions. AI also helps with predictive maintenance, keeping equipment running smoothly and reducing expensive downtime. As companies work to be more eco-friendly, AI helps them cut waste and use resources more efficiently.
Breakdown of primaries
We interviewed Chief Executive Officers (CEOs), directors of innovation and technology, system integrators, and executives from several significant cloud AI market companies.
- By Company: Tier I: 40%, Tier II: 25%, and Tier III: 35%
- By Designation: C-Level Executives: 25%, Director Level: 37%, and Others: 38%
- By Region: North America: 42%, Europe: 24%, Asia Pacific: 18%, Rest of World: 16%
Some of the significant cloud AI market vendors are Google (US), IBM (US), AWS (US), Microsoft (US), Oracle (US), Nvidia (US), Salesforce (US), SAP (Germany), Alibaba Cloud (China), HPE (US), and Intel (US).
Research coverage:
In the market report, we covered the cloud AI market across segments. We estimated the market size and growth potential for many segments based on offering, technology type, hosting type, organization size, business function, verticals, and region. It contains a thorough competition analysis of the major market participants, information about their businesses, essential observations about their product and service offerings, current trends, and critical market strategies.
Reasons to buy this report:
With information on the most accurate revenue estimates for the whole cloud AI industry and its subsegments, the research will benefit market leaders and recent newcomers. Stakeholders will benefit from this report’s increased understanding of the competitive environment, which will help them better position their companies and develop go-to-market strategies. The research offers information on the main market drivers, constraints, opportunities, and challenges, as well as aids players in understanding the pulse of the industry.
The report provides insights on the following pointers:
Analysis of key drivers (provide the necessary infrastructure and scalability for gen AI applications, allowing organizations to harness massive datasets and computational power), restraints (many businesses are cautious about adopting cloud-based AI solutions due to concerns over data ownership, encryption, and the potential misuse of AI-powered insights), opportunities (as technologies like the IoT the need for AI-driven solutions that can manage, analyze, and optimize the vast amounts of data generated by these innovations is increasing), and challenges (complexity of AI integration is a significant challenge for the cloud AI market, particularly for businesses with limited technical expertise).
- Product Development/Innovation: Comprehensive analysis of emerging technologies, R&D initiatives, and new service and product introductions in the cloud AI industry.
- Market Development: In-depth details regarding profitable markets: the paper examines the global cloud AI industry.
- Market Diversification: Comprehensive details regarding recent advancements, investments, unexplored regions, new goods and services, and the cloud AI industry.
- Competitive Assessment: Thorough analysis of the market shares, expansion plans, and service portfolios of the top competitors in the cloud AI industry, such as Google (US), IBM (US), AWS (US), Microsoft (US), and Oracle (US).
Table of Contents
1 INTRODUCTION 34
1.1 STUDY OBJECTIVES 34
1.2 MARKET DEFINITION 34
1.2.1 INCLUSIONS AND EXCLUSIONS 35
1.3 MARKET SCOPE 36
1.3.1 MARKET SEGMENTATION 36
1.3.2 YEARS CONSIDERED 37
1.4 CURRENCY CONSIDERED 37
1.5 STAKEHOLDERS 38
2 RESEARCH METHODOLOGY 39
2.1 RESEARCH APPROACH 39
2.1.1 SECONDARY DATA 40
2.1.2 PRIMARY DATA 40
2.1.2.1 Breakup of primary profiles 41
2.1.2.2 Key industry insights 41
2.2 MARKET BREAKUP AND DATA TRIANGULATION 42
2.3 MARKET SIZE ESTIMATION 43
2.3.1 TOP-DOWN APPROACH 44
2.3.2 BOTTOM-UP APPROACH 44
2.3.3 MARKET SIZE ESTIMATION APPROACHES 46
2.4 MARKET FORECAST 47
2.5 RESEARCH ASSUMPTIONS 48
2.6 RESEARCH LIMITATIONS 50
3 EXECUTIVE SUMMARY 51
4 PREMIUM INSIGHTS 55
4.1 GROWTH OPPORTUNITIES FOR PLAYERS IN CLOUD AI MARKET 55
4.2 CLOUD AI MARKET, BY OFFERING 55
4.3 CLOUD AI MARKET, BY HOSTING TYPE 56
4.4 CLOUD AI MARKET, BY TECHNOLOGY TYPE 56
4.5 CLOUD AI MARKET, BY BUSINESS FUNCTION 57
4.6 CLOUD AI MARKET, BY ORGANIZATION SIZE 57
4.7 CLOUD AI MARKET, BY VERTICAL 58
4.8 CLOUD AI MARKET: REGIONAL SCENARIO 58
5 MARKET OVERVIEW AND INDUSTRY TRENDS 59
5.1 INTRODUCTION 59
5.2 MARKET DYNAMICS 59
5.2.1 DRIVERS 59
5.2.1.1 Increasing advancements in generative AI and intelligent automation 59
5.2.1.2 Rising adoption of cloud-based services and applications 60
5.2.1.3 Growing importance of data-driven decision-making 60
5.2.2 RESTRAINTS 60
5.2.2.1 Data privacy and security concerns 60
5.2.2.2 Limited internet connectivity 61
5.2.3 OPPORTUNITIES 61
5.2.3.1 Expansion into SMEs 61
5.2.3.2 Integration with emerging technologies 61
5.2.4 CHALLENGES 61
5.2.4.1 Complexity of AI integration 61
5.2.4.2 High costs of AI implementation 62
5.3 CASE STUDY ANALYSIS 62
5.3.1 CASE STUDY 1: SIEMENS CONNECTED FRONTLINE WORKERS AND ENGINEERS FOR REAL-TIME PROBLEM-SOLVING USING AZURE AI 62
5.3.2 CASE STUDY 2: ACCELERATED COLLECTION AND ANALYSIS OF INVESTMENT INFORMATION FOR EDGAR FINANCE WITH HELP OF IBM 63
5.3.3 CASE STUDY 3: AUTOMATING SUPPORT REQUEST TRIAGE WITH SALESFORCE AI 63
5.4 ECOSYSTEM ANALYSIS 64
5.5 SUPPLY CHAIN ANALYSIS 67
5.6 PRICING ANALYSIS 68
5.6.1 INDICATIVE PRICING ANALYSIS: CLOUD AI MARKET, BY OFFERING, 2024 69
5.6.2 AVERAGE SELLING PRICE TRENDS 69
5.6.3 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY TECHNOLOGY, 2024 70
5.7 PATENT ANALYSIS 70
5.8 TECHNOLOGY ANALYSIS 73
5.8.1 KEY TECHNOLOGIES 73
5.8.1.1 Automated machine learning 73
5.8.1.2 Cloud computing 73
5.8.2 COMPLEMENTARY TECHNOLOGIES 74
5.8.2.1 Edge computing 74
5.8.2.2 Data lakes 74
5.8.2.3 AI development frameworks 74
5.8.3 ADJACENT TECHNOLOGIES 74
5.8.3.1 Blockchain 74
5.8.3.2 Internet of Things 75
5.9 REGULATORY LANDSCAPE 75
5.9.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 75
5.9.2 REGULATIONS, BY REGION 77
5.9.2.1 North America 77
5.9.2.2 Europe 77
5.9.2.3 Asia Pacific 78
5.9.2.4 Middle East & South Africa 78
5.9.2.5 Latin America 78
5.9.3 REGULATORY IMPLICATIONS AND INDUSTRY STANDARDS 78
5.9.3.1 General Data Protection Regulation (GDPR) 79
5.9.3.2 SEC Rule 17a-4 79
5.9.3.3 ISO/IEC 27001 79
5.9.3.4 System and Organization Controls 2 Type II Compliance 79
5.9.3.5 Financial Industry Regulatory Authority (FINRA) 79
5.9.3.6 Freedom of Information Act (FOIA) 79
5.9.3.7 Health Insurance Portability and Accountability Act (HIPAA) 80
5.10 PORTER’S FIVE FORCES ANALYSIS 80
5.10.1 THREAT OF NEW ENTRANTS 81
5.10.2 THREAT OF SUBSTITUTES 81
5.10.3 BARGAINING POWER OF BUYERS 82
5.10.4 BARGAINING POWER OF SUPPLIERS 82
5.10.5 INTENSITY OF COMPETITIVE RIVALRY 82
5.11 KEY STAKEHOLDERS AND BUYING CRITERIA 82
5.11.1 KEY STAKEHOLDERS IN BUYING PROCESS 82
5.11.2 BUYING CRITERIA 83
5.12 KEY CONFERENCES AND EVENTS, 2024–2025 84
5.13 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 85
5.14 BUSINESS MODEL ANALYSIS 86
5.14.1 SUBSCRIPTION-BASED MODEL 86
5.14.2 PAY-PER-USE MODEL 87
5.14.3 FREEMIUM MODEL 87
5.14.4 ENTERPRISE LICENSING MODEL 88
5.14.5 EMERGING BUSINESS MODELS 89
5.14.5.1 Marketplace model 89
5.14.5.2 Data monetization model 89
5.14.5.3 Collaborative development model 89
5.14.5.4 Outcome-based pricing model 89
5.14.5.5 Vertical-specific solutions model 89
5.15 INVESTMENT AND FUNDING SCENARIO 90
5.16 IMPACT OF AI/GEN AI ON CLOUD AI MARKET 90
5.16.1 CASE STUDY: JOHNSON & JOHNSON PARTNERED WITH MICROSOFT AZURE TO DEPLOY GENERATIVE AI FOR AUTOMATION AND IMPROVING DECISION-MAKING IN HEALTHCARE 91
5.16.2 TOP VENDORS ADAPTING TO GEN AI 93
5.16.2.1 Microsoft 93
5.16.2.2 Google Cloud 93
5.16.2.3 IBM Watson 93
5.16.2.4 Amazon Web Services (AWS) 93
5.16.2.5 Anthropic 93
5.17 FUTURE OF AI IN CLOUD 94
5.18 USE CASES OF AI CLOUD 95
5.18.1 INTELLIGENT CHATBOTS AND VIRTUAL AGENTS 95
5.18.2 AI-DRIVEN RECOMMENDATION ENGINES 95
5.18.3 AI FOR FINANCIAL RISK MODELLING 96
5.18.4 COMPUTER VISION APPLICATIONS 96
6 CLOUD AI MARKET, BY OFFERING 97
6.1 INTRODUCTION 98
6.1.1 OFFERING: CLOUD AI MARKET DRIVERS 98
6.2 INFRASTRUCTURE 99
6.2.1 GROWING NEED FOR HIGH-PERFORMANCE COMPUTING AND SCALABLE RESOURCES IN AI WORKLOADS TO PROPEL MARKET 99
6.2.2 CLOUD AI INFRASTRUCTURE 100
6.2.2.1 Compute 102
6.2.2.2 Storage 102
6.2.2.3 Networking 103
6.2.3 AI AND ML PLATFORMS 104
6.2.3.1 ML platforms 106
6.2.3.2 Automated machine learning (AutoML) 106
6.2.3.3 Data preparation and management 107
6.2.4 MLOPS AND LIFECYCLE MANAGEMENT 108
6.2.4.1 Model monitoring and version control 110
6.2.4.2 AI workflow orchestration 110
6.3 AI-AS-A-SERVICE (AIAAS) 111
6.3.1 INCREASING DEMAND FOR SCALABLE, FLEXIBLE, AND COST-EFFECTIVE AI SOLUTIONS TO FUEL MARKET GROWTH 111
7 CLOUD AI MARKET, BY TECHNOLOGY TYPE 113
7.1 INTRODUCTION 114
7.1.1 TECHNOLOGY TYPE: CLOUD AI MARKET DRIVERS 114
7.2 GENERATIVE AI 115
7.2.1 DEMAND FOR GENERATIVE AI MODELS TO DYNAMICALLY SCALE RESOURCES AND ENHANCE COST EFFICIENCY 115
7.3 OTHER AI 116
7.3.1 NEED FOR HIGH PROCESSING POWER AND SCALABLE RESOURCES 116
8 CLOUD AI MARKET, BY HOSTING TYPE 118
8.1 INTRODUCTION 119
8.1.1 HOSTING TYPE: CLOUD AI MARKET DRIVERS 119
8.2 MANAGED HOSTING 120
8.2.1 FAULT-TOLERANT DATA CENTERS TO BOOST DEMAND FOR MANAGED HOSTING 120
8.3 SELF-HOSTING 121
8.3.1 DEMAND FOR INCREASED CONTROL OVER AI INFRASTRUCTURE 121
9 CLOUD AI MARKET, BY ORGANIZATION SIZE 123
9.1 INTRODUCTION 124
9.1.1 ORGANIZATION SIZE: CLOUD AI MARKET DRIVERS 124
9.2 LARGE ENTERPRISES 126
9.2.1 DEMAND FOR SCALABLE AND SECURE CLOUD AI SOLUTIONS IN COMPLEX ENTERPRISE ENVIRONMENTS 126
9.3 SMES 127
9.3.1 DEMAND FOR COST-EFFECTIVE AND SCALABLE CLOUD AI SOLUTIONS IN SMALL-SIZED ENTERPRISES 127
10 CLOUD AI MARKET, BY BUSINESS FUNCTION 128
10.1 INTRODUCTION 129
10.1.1 BUSINESS FUNCTION: CLOUD AI MARKET DRIVERS 129
10.2 MARKETING 130
10.2.1 GROWING DEMAND FOR DATA-DRIVEN INSIGHTS AND PERSONALIZATION TO DRIVE MARKET 130
10.2.2 MARKETING: USE CASES 131
10.2.2.1 Customer journey optimization 131
10.2.2.2 Predictive lead scoring 132
10.2.2.3 Market trends and competitive analysis 132
10.2.2.4 Email marketing optimization 132
10.3 SALES 133
10.3.1 CLOUD AI PLATFORMS PROVIDE INSIGHTS INTO CUSTOMER JOURNEY AND BUYING INTENT 133
10.3.2 SALES: USE CASES 134
10.3.2.1 Sales forecasting 134
10.3.2.2 Personalized customer engagement 134
10.3.2.3 Customer sentiment analysis 134
10.3.2.4 Dynamic pricing and discounting 135
10.4 HUMAN RESOURCES 135
10.4.1 NEED FOR CLOUD AI SOLUTIONS FOR DATA-DRIVEN TALENT ACQUISITION IN HR 135
10.4.2 HUMAN RESOURCES: USE CASES 136
10.4.2.1 Candidate screening 136
10.4.2.2 Employee retention analysis 136
10.4.2.3 Performance management 136
10.4.2.4 Workforce planning and forecasting 137
10.5 FINANCE & ACCOUNTING 137
10.5.1 AI HELPS STREAMLINE PROCESSES, ENHANCES ACCURACY, AND PROVIDES VALUABLE INSIGHTS FOR DECISION-MAKING 137
10.5.2 FINANCE & ACCOUNTING: USE CASES 138
10.5.2.1 Fraud detection 138
10.5.2.2 Financial forecasting 138
10.5.2.3 Expense management 138
10.5.2.4 Invoice processing 139
10.6 OPERATIONS & SUPPLY CHAIN 139
10.6.1 NEED FOR CLOUD AI FOR REAL-TIME DATA ANALYSIS AND INVENTORY OPTIMIZATION 139
10.6.2 OPERATIONS & SUPPLY CHAINS: USE CASES 140
10.6.2.1 Predictive maintenance 140
10.6.2.2 Supply chain optimization 140
10.6.2.3 AIOps 141
10.6.2.4 IT service management 141
11 CLOUD AI MARKET, BY VERTICAL 142
11.1 INTRODUCTION 143
11.1.1 VERTICAL: CLOUD AI MARKET DRIVERS 143
11.2 BFSI 145
11.2.1 DEMAND FOR ENHANCED SECURITY AND FRAUD DETECTION TO DRIVE MARKET 145
11.2.2 BFSI: USE CASES 146
11.2.2.1 Fraud detection & prevention 146
11.2.2.2 Risk assessment & management 146
11.2.2.3 Credit scoring & underwriting 146
11.2.2.4 Customer service automation 147
11.3 RETAIL & E-COMMERCE 147
11.3.1 GROWING FOCUS ON PERSONALIZED MARKETING TO DRIVE MARKET 147
11.3.2 RETAIL & E-COMMERCE: USE CASES 148
11.3.2.1 Personalized product recommendation 148
11.3.2.2 Customer relationship management 148
11.3.2.3 Visual search 149
11.3.2.4 Virtual customer assistant 149
11.4 MANUFACTURING 149
11.4.1 NEED FOR QUALITY CONTROL AND PREDICTIVE MAINTENANCE TO MINIMIZE DOWNTIME AND WASTE TO DRIVE MARKET 149
11.4.2 MANUFACTURING: USE CASES 150
11.4.2.1 Predictive maintenance & machinery inspection 150
11.4.2.2 Material movement management 151
11.4.2.3 Production planning 151
11.4.2.4 Quality control 151
11.5 GOVERNMENT & DEFENSE 152
11.5.1 DEMAND FOR AI-DRIVEN INSIGHTS FOR PRECISION POLICY DECISIONS TO DRIVE MARKET 152
11.5.2 GOVERNMENT & DEFENSE: USE CASES 153
11.5.2.1 Surveillance & situational awareness 153
11.5.2.2 Law enforcement 153
11.5.2.3 Intelligence analysis and data processing 153
11.5.2.4 Simulation & training 153
11.6 HEALTHCARE & LIFE SCIENCES 154
11.6.1 GROWING EMPHASIS ON EARLY DISEASE DETECTION AND PERSONALIZED TREATMENT TO DRIVE MARKET 154
11.6.2 HEALTHCARE & LIFE SCIENCES: USE CASES 155
11.6.2.1 Patient data and risk analysis 155
11.6.2.2 Lifestyle management & monitoring and wearables 155
11.6.2.3 In-patient care & hospital management 155
11.6.2.4 Medical imaging and diagnostics 156
11.7 TECHNOLOGY & SOFTWARE PROVIDERS 156
11.7.1 DEMAND FOR CUSTOMIZED CLOUD AI PLATFORMS ACROSS VERTICALS TO DRIVE MARKET 156
11.7.2 TECHNOLOGY & SOFTWARE PROVIDER: USE CASES 157
11.7.2.1 Big data analytics 157
11.7.2.2 AI-driven software development 158
11.7.2.3 Cybersecurity and fraud detection 158
11.7.2.4 Robotics and automation 158
11.8 IT & TELECOM 158
11.8.1 NEED FOR OPTIMIZED NETWORK MANAGEMENT AND ENHANCED CUSTOMER INTERACTION TO DRIVE MARKET 158
11.8.2 IT & TELECOM: USE CASES 159
11.8.2.1 AI-driven network analytics 159
11.8.2.2 Chatbot-enhanced customer support 160
11.8.2.3 Cloud-based unified communications 160
11.8.2.4 Fraud detection in mobile services 160
11.9 ENERGY & UTILITIES 160
11.9.1 INCREASED EMPHASIS ON IMPROVED ENERGY DISTRIBUTION AND RESOURCE MANAGEMENT TO DRIVE MARKET 160
11.9.2 ENERGY & UTILITIES: USE CASES 161
11.9.2.1 Energy demand forecasting 161
11.9.2.2 Grid optimization & management 162
11.9.2.3 Smart metering & energy data management 162
11.9.2.4 Energy storage optimization 162
11.10 MEDIA & ENTERTAINMENT 162
11.10.1 DEMAND FOR ENHANCED CONTENT CREATION, DISTRIBUTION, AND AUDIENCE ENGAGEMENT TO DRIVE MARKET 162
11.10.2 MEDIA & ENTERTAINMENT: USE CASES 163
11.10.2.1 Content recommendation engines 163
11.10.2.2 Automated video editing 164
11.10.2.3 Sentiment analysis for audience feedback 164
11.10.2.4 Virtual and augmented reality experiences 164
11.11 AUTOMOTIVE, TRANSPORTATION, & LOGISTICS 165
11.11.1 DEMAND FOR EFFICIENT ROUTING AND SCHEDULING TO DRIVE MARKET 165
11.11.2 AUTOMOTIVE, TRANSPORTATION, & LOGISTICS: USE CASES 166
11.11.2.1 Supply chain visibility and tracking 166
11.11.2.2 Route optimization 166
11.11.2.3 Driver assistance systems 166
11.11.2.4 Smart logistics & warehousing 166
11.12 OTHER VERTICALS 167
12 CLOUD AI MARKET, BY REGION 168
12.1 INTRODUCTION 169
12.2 NORTH AMERICA 170
12.2.1 NORTH AMERICA: MARKET DRIVERS 170
12.2.2 NORTH AMERICA: MACROECONOMIC OUTLOOK 170
12.2.3 US 177
12.2.3.1 Advancements in AI technologies, supportive ecosystem, and government initiatives to drive market 177
12.2.4 CANADA 179
12.2.4.1 Investments from tech companies to boost cloud environment 179
12.3 EUROPE 180
12.3.1 EUROPE: MARKET DRIVERS 181
12.3.2 EUROPE: MACROECONOMIC OUTLOOK 181
12.3.3 UK 187
12.3.3.1 AI-powered cloud solutions revolutionizing business landscape 187
12.3.4 GERMANY 188
12.3.4.1 Investments from tech giants to boost cloud AI demand 188
12.3.5 FRANCE 190
12.3.5.1 AI initiatives and investments in research and development to drive market 190
12.3.6 ITALY 191
12.3.6.1 Government investments in AI to support digital growth to drive market 191
12.3.7 NORDIC 192
12.3.7.1 Increasing adoption of cloud AI solutions in various sectors to drive market 192
12.3.8 SPAIN 194
12.3.8.1 Increasing AI adoption across industries seeking advanced analytics and automation to drive market 194
12.3.9 REST OF EUROPE 195
12.4 ASIA PACIFIC 196
12.4.1 ASIA PACIFIC: MARKET DRIVERS 197
12.4.2 ASIA PACIFIC: MACROECONOMIC OUTLOOK 197
12.4.3 CHINA 204
12.4.3.1 Presence of strong local players to drive market 204
12.4.4 JAPAN 206
12.4.4.1 Increasing demand for AI-enabled solutions that enhance productivity and support digital transformation across sectors to drive market 206
12.4.5 SOUTH KOREA 207
12.4.5.1 Government-funded AI projects help local cloud vendors expand into global market 207
12.4.6 AUSTRALIA & NEW ZEALAND 208
12.4.6.1 Increasing application in healthcare, finance, and retail to drive demand for cloud AI 208
12.4.7 INDIA 210
12.4.7.1 Government initiatives to boost digital transformation to drive AI adoption 210
12.4.8 REST OF ASIA PACIFIC 211
12.5 MIDDLE EAST & AFRICA 213
12.5.1 MIDDLE EAST & AFRICA: MARKET DRIVERS 213
12.5.2 MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK 214
12.5.3 GULF COOPERATION COUNCIL (GCC) 220
12.5.3.1 UAE 222
12.5.3.1.1 Government initiatives and commitment to digital transformation to drive market 222
12.5.3.2 Saudi Arabia 223
12.5.3.2.1 Emphasis on AI development across various industry verticals to boost market 223
12.5.3.3 Qatar 225
12.5.3.3.1 Implementation of regulatory frameworks for AI adoption to drive market 225
12.5.3.4 Rest of GCC countries 226
12.5.4 SOUTH AFRICA 227
12.5.4.1 Increasing investments in digital transformation and rising demand for AI-driven solutions across various sectors to drive market 227
12.5.5 TURKEY 229
12.5.5.1 National AI strategy and partnerships with major tech firms to drive market 229
12.5.6 REST OF MIDDLE EAST & AFRICA 230
12.6 LATIN AMERICA 232
12.6.1 LATIN AMERICA: MARKET DRIVERS 232
12.6.2 LATIN AMERICA: MACROECONOMIC OUTLOOK 232
12.6.3 BRAZIL 239
12.6.3.1 New AI initiatives by government and local vendors to boost market 239
12.6.4 MEXICO 240
12.6.4.1 Government-driven digital transformation to drive market 240
12.6.5 ARGENTINA 241
12.6.5.1 Increasing investments from global tech companies in AI partnerships and infrastructure to fuel market 241
12.6.6 REST OF LATIN AMERICA 243
13 COMPETITIVE LANDSCAPE 245
13.1 INTRODUCTION 245
13.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2021–2024 245
13.3 MARKET SHARE ANALYSIS, 2023 247
13.4 BRAND/PRODUCT COMPARISON 248
13.4.1 IBM – IBM WATSON STUDIO 249
13.4.2 GOOGLE – VERTEX AI 249
13.4.3 MICROSOFT – AZURE AI 249
13.4.4 AWS – AWS SAGEMAKER 249
13.4.5 ORACLE – GENERATIVE AI SERVICES 249
13.5 REVENUE ANALYSIS, 2019–2023 249
13.6 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 251
13.6.1 STARS 252
13.6.2 EMERGING LEADERS 252
13.6.3 PERVASIVE PLAYERS 252
13.6.4 PARTICIPANTS 252
13.6.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023 254
13.6.5.1 Company footprint 254
13.6.5.2 Region footprint 254
13.6.5.3 Offering footprint 255
13.6.5.4 Technology type footprint 255
13.6.5.5 Vertical footprint 256
13.7 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023 256
13.7.1 PROGRESSIVE COMPANIES 257
13.7.2 RESPONSIVE COMPANIES 257
13.7.3 DYNAMIC COMPANIES 257
13.7.4 STARTING BLOCKS 257
13.7.5 COMPETITIVE BENCHMARKING: STARTUP/SMES, 2023 258
13.7.5.1 Detailed list of key startups/SMEs 258
13.7.5.2 Competitive benchmarking of startups/SMEs 259
13.8 COMPANY VALUATION AND FINANCIAL METRICS 260
13.9 COMPETITIVE SCENARIO 261
13.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS 261
13.9.2 DEALS 265
14 COMPANY PROFILES 268
14.1 INTRODUCTION 268
14.2 MAJOR PLAYERS 268
14.2.1 GOOGLE 268
14.2.1.1 Business overview 268
14.2.1.2 Products/Solutions/Services offered 270
14.2.1.3 Recent developments 274
14.2.1.3.1 Product launches and enhancements 274
14.2.1.3.2 Deals 275
14.2.1.3.3 Expansions 280
14.2.1.4 MnM view 281
14.2.1.4.1 Right to win 281
14.2.1.4.2 Strategic choices 281
14.2.1.4.3 Weaknesses and competitive threats 281
14.2.2 IBM 282
14.2.2.1 Business overview 282
14.2.2.2 Products/Solutions/Services offered 283
14.2.2.3 Recent developments 286
14.2.2.3.1 Product launches and enhancements 286
14.2.2.3.2 Deals 288
14.2.2.4 MnM view 290
14.2.2.4.1 Right to win 290
14.2.2.4.2 Strategic choices 290
14.2.2.4.3 Weaknesses and competitive threats 290
14.2.3 AWS 291
14.2.3.1 Business overview 291
14.2.3.2 Products/Solutions/Services offered 292
14.2.3.3 Recent developments 294
14.2.3.3.1 Product launches and enhancements 294
14.2.3.3.2 Deals 296
14.2.3.3.3 Others 299
14.2.3.4 MnM view 299
14.2.3.4.1 Right to win 299
14.2.3.4.2 Strategic choices 299
14.2.3.4.3 Weaknesses and competitive threats 299
14.2.4 MICROSOFT 300
14.2.4.1 Business overview 300
14.2.4.2 Products/Solutions/Services offered 301
14.2.4.3 Recent developments 303
14.2.4.3.1 Product launches and enhancements 303
14.2.4.3.2 Deals 304
14.2.4.4 MnM view 306
14.2.4.4.1 Right to win 306
14.2.4.4.2 Strategic choices 306
14.2.4.4.3 Weaknesses and competitive threats 306
14.2.5 ORACLE 307
14.2.5.1 Business overview 307
14.2.5.2 Products/Solutions/Services offered 308
14.2.5.3 Recent developments 310
14.2.5.3.1 Product launches and enhancements 310
14.2.5.3.2 Deals 314
14.2.5.4 MnM view 316
14.2.5.4.1 Right to win 316
14.2.5.4.2 Strategic choices 316
14.2.5.4.3 Weaknesses and competitive threats 316
14.2.6 NVIDIA 317
14.2.6.1 Business overview 317
14.2.6.2 Products/Solutions/Services offered 318
14.2.6.3 Recent developments 319
14.2.6.3.1 Product launches and enhancements 319
14.2.6.3.2 Deals 321
14.2.7 SALESFORCE 324
14.2.7.1 Business overview 324
14.2.7.2 Products/Solutions/Services offered 325
14.2.7.3 Recent developments 327
14.2.7.3.1 Product launches and enhancements 327
14.2.7.3.2 Deals 331
14.2.8 SAP 333
14.2.8.1 Business overview 333
14.2.8.2 Products/Solutions/Services offered 334
14.2.8.3 Recent developments 337
14.2.8.3.1 Product launches and enhancements 337
14.2.8.3.2 Deals 338
14.2.9 ALIBABA CLOUD 341
14.2.9.1 Business overview 341
14.2.9.2 Products/Solutions/Services offered 342
14.2.9.3 Recent developments 344
14.2.9.3.1 Product launches and enhancements 344
14.2.9.3.2 Deals 345
14.2.10 HPE 347
14.2.10.1 Business overview 347
14.2.10.2 Products/Solutions/Services offered 348
14.2.10.3 Recent developments 350
14.2.10.3.1 Product launches and enhancements 350
14.2.10.3.2 Deals 351
14.2.11 INTEL 353
14.2.11.1 Business overview 353
14.2.11.2 Products/Solutions/Services offered 354
14.2.11.3 Recent developments 355
14.2.11.3.1 Product launches and enhancements 355
14.2.11.3.2 Deals 357
14.3 OTHER PLAYERS 358
14.3.1 TENCENT CLOUD 358
14.3.2 OPENAI 359
14.3.3 BAIDU 360
14.3.4 HUAWEI 361
14.3.5 C3 AI 362
14.3.6 CLOUDERA 363
14.3.7 ALTAIR 364
14.3.8 INFRACLOUD TECHNOLOGIES 365
14.3.9 CLOUDMINDS 366
14.4 STARTUPS/SMES 367
14.4.1 DATAROBOT 367
14.4.2 COHERE 368
14.4.3 GLEAN 369
14.4.4 H2O.AI 370
14.4.5 SCALE AI 371
14.4.6 INFLECTION AI 371
14.4.7 ANYSCALE 372
14.4.8 FRAME.AI 373
14.4.9 DATAIKU 374
14.4.10 YELLOW.AI 374
14.4.11 VISO.AI 375
15 ADJACENT/RELATED MARKETS 376
15.1 INTRODUCTION 376
15.2 RELATED MARKETS 376
15.3 LIMITATIONS 376
15.4 ARTIFICIAL INTELLIGENCE (AI) MARKET 376
15.5 AI INFRASTRUCTURE MARKET 378
16 APPENDIX 379
16.1 DISCUSSION GUIDE 379
16.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 383
16.3 CUSTOMIZATION OPTIONS 385
16.4 RELATED REPORTS 385
16.5 AUTHOR DETAILS 386
LIST OF TABLES
TABLE 1 USD EXCHANGE RATES, 2018–2023 38
TABLE 2 FACTOR ANALYSIS 47
TABLE 3 CLOUD AI MARKET SIZE AND GROWTH,
2019–2023 (USD MILLION, YOY GROWTH %) 51
TABLE 4 CLOUD AI MARKET SIZE AND GROWTH,
2024–2029 (USD MILLION, YOY GROWTH %) 51
TABLE 5 CLOUD AI MARKET: CLOUD PROVIDERS 65
TABLE 6 CLOUD AI MARKET: PLATFORM PROVIDERS 65
TABLE 7 CLOUD AI MARKET: AI SERVICE PROVIDERS 66
TABLE 8 CLOUD AI MARKET: DATA PROVIDERS 66
TABLE 9 CLOUD AI MARKET: BUSINESS APPLICATIONS 67
TABLE 10 CLOUD AI MARKET: REGULATORY BODIES 67
TABLE 11 INDICATIVE PRICING LEVELS OF GENERATIVE AI SOLUTIONS, BY OFFERING 69
TABLE 12 AVERAGE SELLING PRICE OF KEY PLAYERS FOR TOP 3 TECHNOLOGIES, 2024 70
TABLE 13 LIST OF MAJOR PATENTS FOR CLOUD AI MARKET, 2021–2024 71
TABLE 14 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 75
TABLE 15 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76
TABLE 16 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76
TABLE 17 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76
TABLE 18 IMPACT OF PORTER’S FIVE FORCES ON CLOUD AI MARKET 80
TABLE 19 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 83
TABLE 20 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 84
TABLE 21 CLOUD AI MARKET: KEY CONFERENCES AND EVENTS, 2024–2025 84
TABLE 22 CLOUD AI MARKET, BY OFFERING, 2019–2023 (USD MILLION) 99
TABLE 23 CLOUD AI MARKET, BY OFFERING, 2024–2029 (USD MILLION) 99
TABLE 24 CLOUD AI MARKET, BY INFRASTRUCTURE, 2019–2023 (USD MILLION) 99
TABLE 25 CLOUD AI MARKET, BY INFRASTRUCTURE, 2024–2029 (USD MILLION) 100
TABLE 26 INFRASTRUCTURE: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 100
TABLE 27 INFRASTRUCTURE: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 100
TABLE 28 CLOUD AI INFRASTRUCTURE: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 101
TABLE 29 CLOUD AI INFRASTRUCTURE: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 101
TABLE 30 CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE, 2019–2023 (USD MILLION) 101
TABLE 31 CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE, 2024–2029 (USD MILLION) 101
TABLE 32 COMPUTE: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 102
TABLE 33 COMPUTE: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 102
TABLE 34 STORAGE: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 103
TABLE 35 STORAGE: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 103
TABLE 36 NETWORKING: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 104
TABLE 37 NETWORKING: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 104
TABLE 38 AI AND ML PLATFORMS: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 105
TABLE 39 AI AND ML PLATFORMS: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 105
TABLE 40 CLOUD AI MARKET, BY AI AND ML PLATFORM, 2019–2023 (USD MILLION) 105
TABLE 41 CLOUD AI MARKET, BY AI AND ML PLATFORM, 2024–2029 (USD MILLION) 105
TABLE 42 ML PLATFORMS: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 106
TABLE 43 ML PLATFORMS: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 106
TABLE 44 AUTOML: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 107
TABLE 45 AUTOML: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 107
TABLE 46 DATA PREPARATION AND MANAGEMENT: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 108
TABLE 47 DATA PREPARATION AND MANAGEMENT: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 108
TABLE 48 MLOPS AND LIFECYCLE MANAGEMENT: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 109
TABLE 49 MLOPS AND LIFECYCLE MANAGEMENT: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 109
TABLE 50 CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT,
2019–2023 (USD MILLION) 109
TABLE 51 CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT,
2024–2029 (USD MILLION) 109
TABLE 52 MODEL MONITORING AND VERSION CONTROL: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 110
TABLE 53 MODEL MONITORING AND VERSION CONTROL: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 110
TABLE 54 AI WORKFLOW ORCHESTRATION: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 111
TABLE 55 AI WORKFLOW ORCHESTRATION: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 111
TABLE 56 AI-AS-A-SERVICE: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 112
TABLE 57 AI-AS-A-SERVICE: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 112
TABLE 58 CLOUD AI MARKET, BY TECHNOLOGY TYPE, 2019–2023 (USD MILLION) 115
TABLE 59 CLOUD AI MARKET, BY TECHNOLOGY TYPE, 2024–2029 (USD MILLION) 115
TABLE 60 GENERATIVE AI: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 116
TABLE 61 GENERATIVE AI: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 116
TABLE 62 OTHER AI: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 117
TABLE 63 OTHER AI: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 117
TABLE 64 CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 120
TABLE 65 CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 120
TABLE 66 MANAGED HOSTING: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 121
TABLE 67 MANAGED HOSTING: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 121
TABLE 68 SELF-HOSTING: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 122
TABLE 69 SELF-HOSTING: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 122
TABLE 70 CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 125
TABLE 71 CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 125
TABLE 72 ORGANIZATION SIZE: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 125
TABLE 73 ORGANIZATION SIZE: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 125
TABLE 74 LARGE ENTERPRISES: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 126
TABLE 75 LARGE ENTERPRISES: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 126
TABLE 76 SMES: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 127
TABLE 77 SMES: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 127
TABLE 78 CLOUD AI MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION) 130
TABLE 79 CLOUD AI MARKET, BY BUSINESS FUNCTION, 2024–2029 (USD MILLION) 130
TABLE 80 MARKETING: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 131
TABLE 81 MARKETING: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 131
TABLE 82 SALES: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 133
TABLE 83 SALES: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 133
TABLE 84 HUMAN RESOURCES: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 135
TABLE 85 HUMAN RESOURCES: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 136
TABLE 86 FINANCE & ACCOUNTING: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 137
TABLE 87 FINANCE & ACCOUNTING: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 138
TABLE 88 OPERATIONS & SUPPLY CHAIN: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 140
TABLE 89 OPERATIONS & SUPPLY CHAIN: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 140
TABLE 90 CLOUD AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 144
TABLE 91 CLOUD AI MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 144
TABLE 92 BFSI: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 145
TABLE 93 BFSI: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 145
TABLE 94 RETAIL & E-COMMERCE: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 147
TABLE 95 RETAIL & E-COMMERCE: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 148
TABLE 96 MANUFACTURING: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 150
TABLE 97 MANUFACTURING: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 150
TABLE 98 GOVERNMENT & DEFENSE: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 152
TABLE 99 GOVERNMENT & DEFENSE: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 152
TABLE 100 HEALTHCARE & LIFE SCIENCES: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 154
TABLE 101 HEALTHCARE & LIFE SCIENCES: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 155
TABLE 102 TECHNOLOGY & SOFTWARE PROVIDERS: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 157
TABLE 103 TECHNOLOGY & SOFTWARE PROVIDERS: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 157
TABLE 104 IT & TELECOM: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 159
TABLE 105 IT & TELECOM: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 159
TABLE 106 ENERGY & UTILITIES: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 161
TABLE 107 ENERGY & UTILITIES: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 161
TABLE 108 MEDIA & ENTERTAINMENT: CLOUD AI MARKET, BY REGION,
2019–2023 (USD MILLION) 163
TABLE 109 MEDIA & ENTERTAINMENT: CLOUD AI MARKET, BY REGION,
2024–2029 (USD MILLION) 163
TABLE 110 AUTOMOTIVE, TRANSPORTATION, & LOGISTICS: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 165
TABLE 111 AUTOMOTIVE, TRANSPORTATION, & LOGISTICS: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 165
TABLE 112 OTHER VERTICALS: CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 167
TABLE 113 OTHER VERTICALS: CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 167
TABLE 114 CLOUD AI MARKET, BY REGION, 2019–2023 (USD MILLION) 169
TABLE 115 CLOUD AI MARKET, BY REGION, 2024–2029 (USD MILLION) 169
TABLE 116 NORTH AMERICA: CLOUD AI MARKET, BY OFFERING, 2019–2023 (USD MILLION) 171
TABLE 117 NORTH AMERICA: CLOUD AI MARKET, BY OFFERING, 2024–2029 (USD MILLION) 171
TABLE 118 NORTH AMERICA: CLOUD AI MARKET, BY INFRASTRUCTURE,
2019–2023 (USD MILLION 172
TABLE 119 NORTH AMERICA: CLOUD AI MARKET, BY INFRASTRUCTURE,
2024–2029 (USD MILLION) 172
TABLE 120 NORTH AMERICA: CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE,
2019–2023 (USD MILLION) 172
TABLE 121 NORTH AMERICA: CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE,
2024–2029 (USD MILLION) 172
TABLE 122 NORTH AMERICA: CLOUD AI MARKET, BY AI AND ML PLATFORM,
2019–2023 (USD MILLION) 173
TABLE 123 NORTH AMERICA: CLOUD AI MARKET, BY AI AND ML PLATFORM,
2024–2029 (USD MILLION) 173
TABLE 124 NORTH AMERICA: CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT, 2019–2023 (USD MILLION) 173
TABLE 125 NORTH AMERICA: CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT, 2024–2029 (USD MILLION) 173
TABLE 126 NORTH AMERICA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 174
TABLE 127 NORTH AMERICA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 174
TABLE 128 NORTH AMERICA: CLOUD AI MARKET, BY HOSTING TYPE,
2019–2023 (USD MILLION) 174
TABLE 129 NORTH AMERICA: CLOUD AI MARKET, BY HOSTING TYPE,
2024–2029 (USD MILLION) 174
TABLE 130 NORTH AMERICA: CLOUD AI MARKET, BY TECHNOLOGY TYPE,
2019–2023 (USD MILLION) 174
TABLE 131 NORTH AMERICA: CLOUD AI MARKET, BY TECHNOLOGY TYPE,
2024–2029 (USD MILLION) 175
TABLE 132 NORTH AMERICA: CLOUD AI MARKET, BY BUSINESS FUNCTION,
2019–2023 (USD MILLION) 175
TABLE 133 NORTH AMERICA: CLOUD AI MARKET, BY BUSINESS FUNCTION,
2024–2029 (USD MILLION) 175
TABLE 134 NORTH AMERICA: CLOUD AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 176
TABLE 135 NORTH AMERICA: CLOUD AI MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 176
TABLE 136 NORTH AMERICA: CLOUD AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 176
TABLE 137 NORTH AMERICA: CLOUD AI MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 177
TABLE 138 US: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 178
TABLE 139 US: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 178
TABLE 140 US: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 179
TABLE 141 US: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 179
TABLE 142 CANADA: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 180
TABLE 143 CANADA: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 180
TABLE 144 CANADA: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 180
TABLE 145 CANADA: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 180
TABLE 146 EUROPE: CLOUD AI MARKET, BY OFFERING, 2019–2023 (USD MILLION) 181
TABLE 147 EUROPE: CLOUD AI MARKET, BY OFFERING, 2024–2029 (USD MILLION) 182
TABLE 148 EUROPE: CLOUD AI MARKET, BY INFRASTRUCTURE, 2019–2023 (USD MILLION 182
TABLE 149 EUROPE: CLOUD AI MARKET, BY INFRASTRUCTURE, 2024–2029 (USD MILLION) 182
TABLE 150 EUROPE: CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE,
2019–2023 (USD MILLION) 182
TABLE 151 EUROPE: CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE,
2024–2029 (USD MILLION) 183
TABLE 152 EUROPE: CLOUD AI MARKET, BY AI AND ML PLATFORM,
2019–2023 (USD MILLION) 183
TABLE 153 EUROPE: CLOUD AI MARKET, BY AI AND ML PLATFORM,
2024–2029 (USD MILLION) 183
TABLE 154 EUROPE: CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT,
2019–2023 (USD MILLION) 183
TABLE 155 EUROPE: CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT,
2024–2029 (USD MILLION) 184
TABLE 156 EUROPE: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 184
TABLE 157 EUROPE: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 184
TABLE 158 EUROPE: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 184
TABLE 159 EUROPE: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 184
TABLE 160 EUROPE: CLOUD AI MARKET, BY TECHNOLOGY TYPE, 2019–2023 (USD MILLION) 185
TABLE 161 EUROPE: CLOUD AI MARKET, BY TECHNOLOGY TYPE, 2024–2029 (USD MILLION) 185
TABLE 162 EUROPE: CLOUD AI MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION) 185
TABLE 163 EUROPE: CLOUD AI MARKET, BY BUSINESS FUNCTION, 2024–2029 (USD MILLION) 185
TABLE 164 EUROPE: CLOUD AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 186
TABLE 165 EUROPE: CLOUD AI MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 186
TABLE 166 EUROPE: CLOUD AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 187
TABLE 167 EUROPE: CLOUD AI MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 187
TABLE 168 UK: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 188
TABLE 169 UK: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 188
TABLE 170 UK: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 188
TABLE 171 UK: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 188
TABLE 172 GERMANY: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 189
TABLE 173 GERMANY: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 189
TABLE 174 GERMANY: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 189
TABLE 175 GERMANY: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 190
TABLE 176 FRANCE: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 190
TABLE 177 FRANCE: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 191
TABLE 178 FRANCE: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 191
TABLE 179 FRANCE: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 191
TABLE 180 ITALY: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 192
TABLE 181 ITALY: CLOUD AI MARKET, BY OFFERING, 2024–2029 (USD MILLION) 192
TABLE 182 ITALY: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 192
TABLE 183 ITALY: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 192
TABLE 184 NORDIC: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 193
TABLE 185 NORDIC: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 193
TABLE 186 NORDIC: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 193
TABLE 187 NORDIC: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 194
TABLE 188 SPAIN: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 194
TABLE 189 SPAIN: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 194
TABLE 190 SPAIN: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 195
TABLE 191 SPAIN: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 195
TABLE 192 REST OF EUROPE: CLOUD AI MARKET, BY HOSTING TYPE,
2019–2023 (USD MILLION) 195
TABLE 193 REST OF EUROPE: CLOUD AI MARKET, BY HOSTING TYPE,
2024–2029 (USD MILLION) 196
TABLE 194 REST OF EUROPE: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 196
TABLE 195 REST OF EUROPE: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 196
TABLE 196 ASIA PACIFIC: CLOUD AI MARKET, BY OFFERING, 2019–2023 (USD MILLION) 198
TABLE 197 ASIA PACIFIC: CLOUD AI MARKET, BY OFFERING, 2024–2029 (USD MILLION) 199
TABLE 198 ASIA PACIFIC: CLOUD AI MARKET, BY INFRASTRUCTURE,
2019–2023 (USD MILLION 199
TABLE 199 ASIA PACIFIC: CLOUD AI MARKET, BY INFRASTRUCTURE,
2024–2029 (USD MILLION) 199
TABLE 200 ASIA PACIFIC: CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE,
2019–2023 (USD MILLION) 199
TABLE 201 ASIA PACIFIC: CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE,
2024–2029 (USD MILLION) 200
TABLE 202 ASIA PACIFIC: CLOUD AI MARKET, BY AI AND ML PLATFORM,
2019–2023 (USD MILLION) 200
TABLE 203 ASIA PACIFIC: CLOUD AI MARKET, BY AI AND ML PLATFORM,
2024–2029 (USD MILLION) 200
TABLE 204 ASIA PACIFIC: CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT, 2019–2023 (USD MILLION) 200
TABLE 205 ASIA PACIFIC: CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT, 2024–2029 (USD MILLION) 201
TABLE 206 ASIA PACIFIC: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 201
TABLE 207 ASIA PACIFIC: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 201
TABLE 208 ASIA PACIFIC: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 201
TABLE 209 ASIA PACIFIC: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 201
TABLE 210 ASIA PACIFIC: CLOUD AI MARKET, BY TECHNOLOGY TYPE,
2019–2023 (USD MILLION) 202
TABLE 211 ASIA PACIFIC: CLOUD AI MARKET, BY TECHNOLOGY TYPE,
2024–2029 (USD MILLION) 202
TABLE 212 ASIA PACIFIC: CLOUD AI MARKET, BY BUSINESS FUNCTION,
2019–2023 (USD MILLION) 202
TABLE 213 ASIA PACIFIC: CLOUD AI MARKET, BY BUSINESS FUNCTION,
2024–2029 (USD MILLION) 202
TABLE 214 ASIA PACIFIC: CLOUD AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 203
TABLE 215 ASIA PACIFIC: CLOUD AI MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 203
TABLE 216 ASIA PACIFIC: CLOUD AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 204
TABLE 217 ASIA PACIFIC: CLOUD AI MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 204
TABLE 218 CHINA: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 205
TABLE 219 CHINA: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 205
TABLE 220 CHINA: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 205
TABLE 221 CHINA: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 205
TABLE 222 JAPAN: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 206
TABLE 223 JAPAN: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 206
TABLE 224 JAPAN: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 206
TABLE 225 JAPAN: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 207
TABLE 226 SOUTH KOREA: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 207
TABLE 227 SOUTH KOREA: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 208
TABLE 228 SOUTH KOREA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 208
TABLE 229 SOUTH KOREA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 208
TABLE 230 AUSTRALIA & NEW ZEALAND: CLOUD AI MARKET, BY HOSTING TYPE,
2019–2023 (USD MILLION) 209
TABLE 231 AUSTRALIA & NEW ZEALAND: CLOUD AI MARKET, BY HOSTING TYPE,
2024–2029 (USD MILLION) 209
TABLE 232 AUSTRALIA & NEW ZEALAND: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 209
TABLE 233 AUSTRALIA & NEW ZEALAND: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 210
TABLE 234 INDIA: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 210
TABLE 235 INDIA: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 211
TABLE 236 INDIA: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 211
TABLE 237 INDIA: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 211
TABLE 238 REST OF ASIA PACIFIC: CLOUD AI MARKET, BY HOSTING TYPE,
2019–2023 (USD MILLION) 212
TABLE 239 REST OF ASIA PACIFIC: CLOUD AI MARKET, BY HOSTING TYPE,
2024–2029 (USD MILLION) 212
TABLE 240 REST OF ASIA PACIFIC: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 212
TABLE 241 REST OF ASIA PACIFIC: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 212
TABLE 242 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY OFFERING,
2019–2023 (USD MILLION) 214
TABLE 243 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY OFFERING,
2024–2029 (USD MILLION) 214
TABLE 244 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY INFRASTRUCTURE,
2019–2023 (USD MILLION) 215
TABLE 245 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY INFRASTRUCTURE,
2024–2029 (USD MILLION) 215
TABLE 246 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE, 2019–2023 (USD MILLION) 215
TABLE 247 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE, 2024–2029 (USD MILLION) 215
TABLE 248 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY AI AND ML PLATFORM,
2019–2023 (USD MILLION) 216
TABLE 249 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY AI AND ML PLATFORM,
2024–2029 (USD MILLION) 216
TABLE 250 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT, 2019–2023 (USD MILLION) 216
TABLE 251 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT, 2024–2029 (USD MILLION) 216
TABLE 252 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 217
TABLE 253 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 217
TABLE 254 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY HOSTING TYPE,
2019–2023 (USD MILLION) 217
TABLE 255 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY HOSTING TYPE,
2024–2029 (USD MILLION) 217
TABLE 256 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY TECHNOLOGY TYPE,
2019–2023 (USD MILLION) 218
TABLE 257 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY TECHNOLOGY TYPE,
2024–2029 (USD MILLION) 218
TABLE 258 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY BUSINESS FUNCTION,
2019–2023 (USD MILLION) 218
TABLE 259 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY BUSINESS FUNCTION,
2024–2029 (USD MILLION) 218
TABLE 260 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY VERTICAL,
2019–2023 (USD MILLION) 219
TABLE 261 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY VERTICAL,
2024–2029 (USD MILLION) 219
TABLE 262 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY COUNTRY,
2019–2023 (USD MILLION) 220
TABLE 263 MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY COUNTRY,
2024–2029 (USD MILLION) 220
TABLE 264 GCC: CLOUD AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 220
TABLE 265 GCC: CLOUD AI MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 221
TABLE 266 GCC: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 221
TABLE 267 GCC: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 221
TABLE 268 GCC: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 221
TABLE 269 GCC: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 221
TABLE 270 UAE: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 222
TABLE 271 UAE: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 223
TABLE 272 UAE: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 223
TABLE 273 UAE: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 223
TABLE 274 SAUDI ARABIA: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 224
TABLE 275 SAUDI ARABIA: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 224
TABLE 276 SAUDI ARABIA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 224
TABLE 277 SAUDI ARABIA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 224
TABLE 278 QATAR: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 225
TABLE 279 QATAR: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 225
TABLE 280 QATAR: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 225
TABLE 281 QATAR: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 226
TABLE 282 REST OF GCC: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 226
TABLE 283 REST OF GCC: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 227
TABLE 284 REST OF GCC: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 227
TABLE 285 REST OF GCC: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 227
TABLE 286 SOUTH AFRICA: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 228
TABLE 287 SOUTH AFRICA: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 228
TABLE 288 SOUTH AFRICA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 228
TABLE 289 SOUTH AFRICA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 228
TABLE 290 TURKEY: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 229
TABLE 291 TURKEY: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 229
TABLE 292 TURKEY: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 230
TABLE 293 TURKEY: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 230
TABLE 294 REST OF MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY HOSTING TYPE,
2019–2023 (USD MILLION) 231
TABLE 295 REST OF MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY HOSTING TYPE,
2024–2029 (USD MILLION) 231
TABLE 296 REST OF MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 231
TABLE 297 REST OF MIDDLE EAST & AFRICA: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 231
TABLE 298 LATIN AMERICA: CLOUD AI MARKET, BY OFFERING, 2019–2023 (USD MILLION) 233
TABLE 299 LATIN AMERICA: CLOUD AI MARKET, BY OFFERING, 2024–2029 (USD MILLION) 233
TABLE 300 LATIN AMERICA: CLOUD AI MARKET, BY INFRASTRUCTURE,
2019–2023 (USD MILLION 233
TABLE 301 LATIN AMERICA: CLOUD AI MARKET, BY INFRASTRUCTURE,
2024–2029 (USD MILLION) 233
TABLE 302 LATIN AMERICA: CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE,
2019–2023 (USD MILLION) 234
TABLE 303 LATIN AMERICA: CLOUD AI MARKET, BY CLOUD AI INFRASTRUCTURE,
2024–2029 (USD MILLION) 234
TABLE 304 LATIN AMERICA: CLOUD AI MARKET, BY AI AND ML PLATFORM,
2019–2023 (USD MILLION) 234
TABLE 305 LATIN AMERICA: CLOUD AI MARKET, BY AI AND ML PLATFORM,
2024–2029 (USD MILLION) 234
TABLE 306 LATIN AMERICA: CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT, 2019–2023 (USD MILLION) 235
TABLE 307 LATIN AMERICA: CLOUD AI MARKET, BY MLOPS AND LIFECYCLE MANAGEMENT, 2024–2029 (USD MILLION) 235
TABLE 308 LATIN AMERICA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 235
TABLE 309 LATIN AMERICA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 235
TABLE 310 LATIN AMERICA: CLOUD AI MARKET, BY HOSTING TYPE,
2019–2023 (USD MILLION) 235
TABLE 311 LATIN AMERICA: CLOUD AI MARKET, BY HOSTING TYPE,
2024–2029 (USD MILLION) 236
TABLE 312 LATIN AMERICA: CLOUD AI MARKET, BY TECHNOLOGY TYPE,
2019–2023 (USD MILLION) 236
TABLE 313 LATIN AMERICA: CLOUD AI MARKET, BY TECHNOLOGY TYPE,
2024–2029 (USD MILLION) 236
TABLE 314 LATIN AMERICA: CLOUD AI MARKET, BY BUSINESS FUNCTION,
2019–2023 (USD MILLION) 236
TABLE 315 LATIN AMERICA: CLOUD AI MARKET, BY BUSINESS FUNCTION,
2024–2029 (USD MILLION) 237
TABLE 316 LATIN AMERICA: CLOUD AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 237
TABLE 317 LATIN AMERICA: CLOUD AI MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 238
TABLE 318 LATIN AMERICA: CLOUD AI MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 238
TABLE 319 LATIN AMERICA: CLOUD AI MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 238
TABLE 320 BRAZIL: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 239
TABLE 321 BRAZIL: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 239
TABLE 322 BRAZIL: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 240
TABLE 323 BRAZIL: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 240
TABLE 324 MEXICO: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 241
TABLE 325 MEXICO: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 241
TABLE 326 MEXICO: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 241
TABLE 327 MEXICO: CLOUD AI MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 241
TABLE 328 ARGENTINA: CLOUD AI MARKET, BY HOSTING TYPE, 2019–2023 (USD MILLION) 242
TABLE 329 ARGENTINA: CLOUD AI MARKET, BY HOSTING TYPE, 2024–2029 (USD MILLION) 242
TABLE 330 ARGENTINA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 242
TABLE 331 ARGENTINA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 243
TABLE 332 REST OF LATIN AMERICA: CLOUD AI MARKET, BY HOSTING TYPE,
2019–2023 (USD MILLION) 243
TABLE 333 REST OF LATIN AMERICA: CLOUD AI MARKET, BY OFFERING,
2024–2029 (USD MILLION) 244
TABLE 334 REST OF LATIN AMERICA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2019–2023 (USD MILLION) 244
TABLE 335 REST OF LATIN AMERICA: CLOUD AI MARKET, BY ORGANIZATION SIZE,
2024–2029 (USD MILLION) 244
TABLE 336 OVERVIEW OF STRATEGIES ADOPTED BY KEY VENDORS 245
TABLE 337 MARKET SHARE ANALYSIS OF KEY VENDORS, 2023 247
TABLE 338 CLOUD AI MARKET: REGION FOOTPRINT 254
TABLE 339 CLOUD AI MARKET: OFFERING FOOTPRINT 255
TABLE 340 CLOUD AI MARKET: TECHNOLOGY TYPE FOOTPRINT 255
TABLE 341 CLOUD AI MARKET: VERTICAL FOOTPRINT 256
TABLE 342 CLOUD AI MARKET: KEY STARTUPS/SMES 258
TABLE 343 CLOUD AI MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 259
TABLE 344 CLOUD AI MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS,
JANUARY 2021–OCTOBER 2024 261
TABLE 345 CLOUD AI MARKET: DEALS, JANUARY 2021–OCTOBER 2024 265
TABLE 346 GOOGLE: COMPANY OVERVIEW 269
TABLE 347 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 270
TABLE 348 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 274
TABLE 349 GOOGLE: DEALS 275
TABLE 350 GOOGLE: EXPANSIONS 280
TABLE 351 IBM: COMPANY OVERVIEW 282
TABLE 352 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 283
TABLE 353 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 286
TABLE 354 IBM: DEALS 288
TABLE 355 AWS: COMPANY OVERVIEW 291
TABLE 356 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 292
TABLE 357 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS 294
TABLE 358 AWS: DEALS 296
TABLE 359 AWS: OTHERS 299
TABLE 360 MICROSOFT: COMPANY OVERVIEW 300
TABLE 361 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 301
TABLE 362 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 303
TABLE 363 MICROSOFT: DEALS 304
TABLE 364 ORACLE: COMPANY OVERVIEW 307
TABLE 365 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 308
TABLE 366 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 310
TABLE 367 ORACLE: DEALS 314
TABLE 368 NVIDIA: COMPANY OVERVIEW 317
TABLE 369 NVIDIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 318
TABLE 370 NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS 319
TABLE 371 NVIDIA: DEALS 321
TABLE 372 SALESFORCE: COMPANY OVERVIEW 324
TABLE 373 SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 325
TABLE 374 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS 327
TABLE 375 SALESFORCE: DEALS 331
TABLE 376 SAP: COMPANY OVERVIEW 333
TABLE 377 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 334
TABLE 378 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 337
TABLE 379 SAP: DEALS 338
TABLE 380 ALIBABA CLOUD: COMPANY OVERVIEW 341
TABLE 381 ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED 342
TABLE 382 ALIBABA CLOUD: PRODUCT LAUNCHES AND ENHANCEMENTS 344
TABLE 383 ALIBABA CLOUD: DEALS 345
TABLE 384 HPE: COMPANY OVERVIEW 347
TABLE 385 HPE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 348
TABLE 386 HPE: PRODUCT LAUNCHES AND ENHANCEMENTS 350
TABLE 387 HPE: DEALS 351
TABLE 388 INTEL: COMPANY OVERVIEW 353
TABLE 389 INTEL: PRODUCTS/SOLUTIONS/SERVICES OFFERED 354
TABLE 390 INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS 355
TABLE 391 INTEL: DEALS 357
TABLE 392 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD BILLION) 377
TABLE 393 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD BILLION) 377
TABLE 394 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION,
2019–2023 (USD MILLION) 377
TABLE 395 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY CODING AUTOMATION,
2024–2030 (USD MILLION) 377
TABLE 396 AI INFRASTRUCTURE MARKET, BY OFFERING, 2018–2021 (USD BILLION) 378
TABLE 397 AI INFRASTRUCTURE MARKET, BY OFFERING, 2022–2027 (USD BILLION) 378
TABLE 398 AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2018–2021 (USD BILLION) 378
TABLE 399 AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 378
LIST OF FIGURES
FIGURE 1 CLOUD AI MARKET: RESEARCH DESIGN 39
FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS, BY COMPANY TYPE, DESIGNATION, AND REGION 41
FIGURE 3 CLOUD AI MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 43
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 44
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 45
FIGURE 6 CLOUD AI MARKET: RESEARCH FLOW 45
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY-SIDE ANALYSIS 46
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH FROM SUPPLY SIDE – COLLECTIVE REVENUE OF VENDORS 46
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY: DEMAND-SIDE APPROACH 47
FIGURE 10 GLOBAL CLOUD AI MARKET TO WITNESS SIGNIFICANT GROWTH 52
FIGURE 11 FASTEST-GROWING SEGMENTS IN CLOUD AI MARKET, 2024–2029 52
FIGURE 12 CLOUD AI MARKET: REGIONAL SNAPSHOT 53
FIGURE 13 DEMAND FOR SCALABLE AND COST-EFFICIENT AI SOLUTIONS ACROSS INDUSTRIES IS DRIVING THE CLOUD AI MARKET 55
FIGURE 14 INFRASTRUCTURE SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE THAN AIAAS SEGMENT DURING FORECAST PERIOD 55
FIGURE 15 MANAGED HOSTING SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE THAN SELF-HOSTING SEGMENT DURING FORECAST PERIOD 56
FIGURE 16 OTHER AI SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE THAN GENERATIVE AI SEGMENT DURING FORECAST PERIOD 56
FIGURE 17 SALES SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE THAN OTHER BUSINESS FUNCTIONS DURING FORECAST PERIOD 57
FIGURE 18 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE THAN SMES SEGMENT DURING FORECAST PERIOD 57
FIGURE 19 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 58
FIGURE 20 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENT IN NEXT FIVE YEARS 58
FIGURE 21 CLOUD AI MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 59
FIGURE 22 CLOUD AI MARKET: ECOSYSTEM ANALYSIS 64
FIGURE 23 CLOUD AI MARKET: SUPPLY CHAIN ANALYSIS 68
FIGURE 24 AVERAGE SELLING PRICE OF KEY PLAYERS FOR TOP 3 TECHNOLOGIES 70
FIGURE 25 PATENTS APPLIED AND PUBLISHED, 2013–2023 71
FIGURE 26 CLOUD AI MARKET: PORTER’S FIVE FORCES ANALYSIS 81
FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 83
FIGURE 28 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 83
FIGURE 29 CLOUD AI MARKET: TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 85
FIGURE 30 CLOUD AI MARKET: BUSINESS MODELS 86
FIGURE 31 LEADING CLOUD AI MARKET VENDORS, BY NUMBER OF INVESTORS AND FUNDING ROUNDS, 2024 90
FIGURE 32 IMPACT OF GEN AI ON CLOUD AI MARKET, 2024 91
FIGURE 33 PREFERENCE FOR CLOUD-BASED SERVICES OVER NON-CLOUD TO UTILIZE AI CAPABILITIES 94
FIGURE 34 INFRASTRUCTURE SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 98
FIGURE 35 GENERATIVE AI SEGMENT TO REGISTER HIGHER CAGR THAN OTHER AI SEGMENT DURING FORECAST PERIOD 114
FIGURE 36 MANAGED HOSTING SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 119
FIGURE 37 SMES SEGMENT TO REGISTER HIGHER CAGR THAN LARGE ENTERPRISES SEGMENT DURING FORECAST PERIOD 124
FIGURE 38 SALES SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 129
FIGURE 39 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 143
FIGURE 40 NORTH AMERICA TO LEAD MARKET DURING FORECAST PERIOD 169
FIGURE 41 NORTH AMERICA: CLOUD AI MARKET SNAPSHOT 171
FIGURE 42 ASIA PACIFIC: CLOUD AI MARKET SNAPSHOT 198
FIGURE 43 CLOUD AI MARKET: BRAND/PRODUCT COMPARISON 248
FIGURE 44 HISTORICAL REVENUE ANALYSIS, 2019–2023 (USD MILLION) 250
FIGURE 45 COMPANY EVALUATION MATRIX FOR KEY PLAYERS: CRITERIA WEIGHTAGE 251
FIGURE 46 CLOUD AI MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023 253
FIGURE 47 CLOUD AI MARKET: COMPANY FOOTPRINT 254
FIGURE 48 EVALUATION MATRIX FOR STARTUPS/SMES: CRITERIA WEIGHTAGE 257
FIGURE 49 CLOUD AI MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023 258
FIGURE 50 COMPANY VALUATION OF KEY VENDORS 260
FIGURE 51 FINANCIAL METRICS OF KEY VENDORS 260
FIGURE 52 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS 261
FIGURE 53 GOOGLE: COMPANY SNAPSHOT 269
FIGURE 54 IBM: COMPANY SNAPSHOT 283
FIGURE 55 AWS: COMPANY SNAPSHOT 291
FIGURE 56 MICROSOFT: COMPANY SNAPSHOT 301
FIGURE 57 ORACLE: COMPANY SNAPSHOT 308
FIGURE 58 NVIDIA: COMPANY SNAPSHOT 318
FIGURE 59 SALESFORCE: COMPANY SNAPSHOT 325
FIGURE 60 SAP: COMPANY SNAPSHOT 334
FIGURE 61 ALIBABA GROUP: COMPANY SNAPSHOT 341
FIGURE 62 HPE: COMPANY SNAPSHOT 348
FIGURE 63 INTEL: COMPANY SNAPSHOT 354
