1 INTRODUCTION 41
1.1 STUDY OBJECTIVES 41
1.2 MARKET DEFINITION 41
1.2.1 INCLUSIONS AND EXCLUSIONS 42
1.3 STUDY SCOPE 42
1.3.1 MARKET SEGMENTATION 43
1.3.2 REGIONS COVERED 44
1.4 YEARS CONSIDERED 44
1.5 CURRENCY CONSIDERED 45
1.6 STAKEHOLDERS 45
2 RESEARCH METHODOLOGY 46
2.1 RESEARCH DATA 46
FIGURE 1 DATA MESH MARKET: RESEARCH DESIGN 46
2.1.1 SECONDARY DATA 47
2.1.2 PRIMARY DATA 47
TABLE 1 PRIMARY INTERVIEWS 47
2.1.2.1 Breakup of primary profiles 48
2.1.2.2 Key industry insights 48
2.2 MARKET BREAKUP AND DATA TRIANGULATION 49
FIGURE 2 DATA TRIANGULATION 49
2.3 MARKET SIZE ESTIMATION 50
FIGURE 3 DATA MESH MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 50
2.3.1 TOP-DOWN APPROACH 50
2.3.2 BOTTOM-UP APPROACH 51
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY–APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF DATA MESH MARKET 51
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY–APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF DATA MESH MARKET 52
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF DATA MESH MARKET 52
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF DATA MESH THROUGH OVERALL DATA MESH SPENDING 53
2.4 MARKET FORECAST 54
TABLE 2 FACTOR ANALYSIS 54
2.5 RESEARCH ASSUMPTIONS 55
2.6 LIMITATIONS 57
2.7 IMPLICATIONS OF RECESSION 57
TABLE 3 IMPACT OF RECESSION ON GLOBAL DATA MESH MARKET 58
3 EXECUTIVE SUMMARY 59
TABLE 4 GLOBAL DATA MESH MARKET SIZE AND GROWTH RATE, 2019–2022 (USD MILLION, Y-O-Y %) 61
TABLE 5 GLOBAL DATA MESH MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y %) 61
FIGURE 8 SOLUTIONS SEGMENT TO DOMINATE MARKET IN 2023 61
FIGURE 9 DATA INTEGRATION & DELIVERY ACCOUNT FOR LARGEST MARKET SHARE IN 2023 62
FIGURE 10 PROFESSIONAL SERVICES TO DOMINATE MARKET IN 2023 62
FIGURE 11 CONSULTING & IMPLEMENTATION SERVICES TO DOMINATE MARKET IN 2023 63
FIGURE 12 CUSTOMER EXPERIENCE MANAGEMENT SEGMENT TO DOMINATE MARKET IN 2023 63
FIGURE 13 CLOUD SEGMENT TO LEAD DATA MESH MARKET IN 2023 64
FIGURE 14 COARSE-GRAINED SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 64
FIGURE 15 SALES & MARKETING SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 65
FIGURE 16 HEALTHCARE & LIFE SCIENCES SEGMENT TO ACHIEVE HIGHEST GROWTH RATE DURING FORECAST PERIOD 65
FIGURE 17 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE AND ASIA PACIFIC TO GROW AT HIGHEST CAGR IN 2023 66
4 PREMIUM INSIGHTS 67
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DATA MESH MARKET 67
FIGURE 18 INCREASING NEED FOR DATA DEMOCRATIZATION AND ACCESSIBILITY FOR BETTER CUSTOMER EXPERIENCE TO BOOST MARKET GROWTH 67
4.2 OVERVIEW OF RECESSION IN GLOBAL DATA MESH MARKET 67
FIGURE 19 DATA MESH MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023 67
4.3 DATA MESH MARKET: TOP THREE APPLICATIONS 68
FIGURE 20 IOT MONITORING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 68
4.4 NORTH AMERICA: DATA MESH MARKET, BY OFFERING AND KEY VERTICAL 68
FIGURE 21 SOLUTIONS AND BFSI SEGMENTS TO ACCOUNT FOR SIGNIFICANT SHARE IN NORTH AMERICA IN 2023 68
4.5 DATA MESH MARKET, BY REGION 69
FIGURE 22 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 69
5 MARKET OVERVIEW AND INDUSTRY TRENDS 70
5.1 INTRODUCTION 70
5.2 MARKET DYNAMICS 70
FIGURE 23 DATA MESH MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 71
5.2.1 DRIVERS 71
5.2.1.1 Tailored data pipelines driving agility and innovation 71
5.2.1.2 Increasing need for data democratization and accessibility 71
5.2.1.3 Increasing adoption of cloud-native technologies 72
5.2.1.4 Maintaining robust governance and security 72
5.2.2 RESTRAINTS 72
5.2.2.1 Addressing security and compliance conundrums 72
5.2.3 OPPORTUNITIES 73
5.2.3.1 Data mesh revolutionizing financial services 73
5.2.3.2 Unlocking granular control for data governance 73
5.2.4 CHALLENGES 73
5.2.4.1 Bridging gap between data silos 73
5.2.4.2 Maintaining high-quality data in decentralized systems 74
5.3 EVOLUTION OF DATA MESH MARKET 75
FIGURE 24 DATA MESH MARKET EVOLUTION 75
5.4 DATA MESH MARKET: ARCHITECTURE 76
FIGURE 25 DATA MESH MARKET: ARCHITECTURE 76
5.5 VALUE CHAIN ANALYSIS 78
FIGURE 26 DATA MESH MARKET: VALUE CHAIN ANALYSIS 78
5.6 ECOSYSTEM/MARKET MAP 79
TABLE 6 DATA MESH MARKET ECOSYSTEM 79
FIGURE 27 KEY PLAYERS IN DATA MESH MARKET ECOSYSTEM 81
5.6.1 DATA MESH MARKET: PLATFORM PROVIDERS 81
5.6.2 DATA MESH MARKET: SOFTWARE PROVIDERS 82
5.6.3 DATA MESH MARKET: SERVICE PROVIDERS 82
5.6.4 DATA MESH MARKET: CLOUD PROVIDERS 82
5.6.5 DATA MESH MARKET: END USERS 82
5.6.6 DATA MESH MARKET: REGULATORY BODIES 83
5.7 CASE STUDY ANALYSIS 83
5.7.1 HEVO EMPOWERED EBURY TO BUILD RELIABLE DATA PRODUCTS AND ENABLE FASTER DECISION-MAKING 83
5.7.2 IMPLEMENTATION OF STARBURST FACILITATED SEAMLESS SCALABILITY FOR BANK HAPOALIM 84
5.7.3 FACTSET MODERNIZED APPLICATIONS WITH DREMIO, ACCELERATING DATA ACCESS AND ELIMINATING COMPLEXITY 85
5.7.4 HUNGARY’S OTP BANK USED DREMIO TO GAIN INSIGHTS INTO CUSTOMER NEEDS AND INCREASE VISIBILITY 86
5.7.5 NOVANT HEALTH DEPLOYED STARBURST PLATFORM TO ACHIEVE FAST PERFORMANCE, TIMELY ACCESS, AND ENGINEERING SUPPORT 87
5.7.6 REDCLIFFE LABS OPTIMIZED ITS CUSTOMER JOURNEY WITH MILITARY-LEVEL PRECISION USING HEVO DATA 87
5.7.7 COLLIBRA HELPED ENVISION HEALTHCARE AND ITS PATIENTS TACKLE INSURANCE CLAIM ISSUES 88
5.7.8 ATACCAMA’S SOLUTION HELPED T-MOBILE ACHIEVE SIGNIFICANT BENEFITS 88
5.7.9 HEINEKEN DEPLOYED COLLIBRA DATA INTELLIGENCE PLATFORM FOR DATA INTEGRATION, CONSOLIDATION, AND ANALYSIS 89
5.7.10 ADOBE STRENGTHENED ITS DATA CULTURE BY MOVING METRIC DEFINITIONS FROM COLLIBRA TO MYSQL DATABASE 90
5.7.11 HORNBLOWER ACHIEVED EFFICIENCY USING HEVO DATA 90
5.7.12 DREMIO’S DATA LAKE ENGINE ACCELERATED INSIGHTS AND DROVE EFFICIENCY IN HENKEL’S SUPPLY CHAIN 91
5.8 TECHNOLOGY ANALYSIS 91
5.8.1 KEY TECHNOLOGIES 91
5.8.1.1 Data lakes and warehouses 91
5.8.1.2 Cloud computing 92
5.8.1.3 AI/ML 92
5.8.1.4 Big data and analytics 92
5.8.2 ADJACENT TECHNOLOGIES 93
5.8.2.1 Augmented Reality (AR) and Virtual Reality (VR) 93
5.8.2.2 DevOps 93
5.8.2.3 Continuous Integration (CI)/Continuous Delivery (CD) pipelines 93
5.8.2.4 Digital Twins 94
5.9 TARIFF AND REGULATORY LANDSCAPE 94
5.9.1 TARIFF RELATED TO DATA MESH SOFTWARE 94
TABLE 7 TARIFF RELATED TO DATA MESH SOFTWARE, 2022 94
5.9.2 REGULATORY LANDSCAPE 95
5.9.2.1 Regulatory bodies, government agencies, and other organizations 96
TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 96
TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 96
TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 97
TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 98
TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 98
5.9.3 DATA MESH MARKET: REGULATIONS 99
5.9.3.1 North America 99
5.9.3.1.1 California Consumer Privacy Act (CCPA) 99
5.9.3.1.2 Health Insurance Portability and Accountability Act (HIPAA) 99
5.9.3.1.3 Federal Trade Commission (FTC) Regulations 99
5.9.3.1.4 Sarbanes-Oxley Act (SOX) 99
5.9.3.2 Europe 99
5.9.3.2.1 General Data Protection Regulation (GDPR) 99
5.9.3.2.2 Competition laws (antitrust regulations) 99
5.9.3.2.3 ePrivacy directive 100
5.9.3.2.4 Data governance regulations 100
5.9.3.3 Asia Pacific 100
5.9.3.3.1 Personal Data Protection Act (PDPA) 100
5.9.3.3.2 Cybersecurity laws and regulations 100
5.9.3.3.3 Cloud computing regulations 100
5.9.3.3.4 eCommerce and data governance policies 100
5.9.3.4 Middle East & Africa 100
5.9.3.4.1 Telecommunications regulation and licensing 100
5.9.3.4.2 Cybersecurity frameworks and compliance 100
5.9.3.5 Latin America 101
5.9.3.5.1 General Data Protection Regulation (LGPD) – Brazil 101
5.9.3.5.2 Data Protection Law – Argentina 101
5.10 PATENT ANALYSIS 101
5.10.1 METHODOLOGY 101
5.10.2 PATENTS FILED, BY DOCUMENT TYPE 101
TABLE 13 PATENTS FILED, 2013–2023 101
5.10.3 INNOVATION AND PATENT APPLICATIONS 101
FIGURE 28 TOTAL NUMBER OF PATENTS GRANTED, 2013–2023 102
5.10.3.1 Top 10 applicants in data mesh market 102
FIGURE 29 TOP 10 APPLICANTS IN DATA MESH MARKET, 2013–2023 102
TABLE 14 TOP 20 PATENT OWNERS IN DATA MESH MARKET, 2013–2023 103
TABLE 15 LIST OF PATENTS GRANTED IN DATA MESH MARKET, 2023 104
FIGURE 30 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013–2023 109
5.11 PRICING ANALYSIS 109
5.11.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE 110
FIGURE 31 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY KEY SOFTWARE TYPE 110
TABLE 16 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY KEY SOFTWARE TYPE 110
5.11.2 INDICATIVE PRICING ANALYSIS, BY DATA MESH VENDOR 111
TABLE 17 INDICATIVE PRICING LEVELS OF DATA MESH VENDORS 111
5.12 DATA MESH METHODS 112
5.12.1 QUERY-DRIVEN APPROACH 112
5.12.2 EVENT-DRIVEN APPROACH 112
5.12.3 FILE-BASED APPROACH 113
5.13 KEY CONFERENCES AND EVENTS 113
TABLE 18 DATA MESH MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023–2024 113
5.14 PORTER’S FIVE FORCES ANALYSIS 114
5.14.1 DATA MESH MARKET 114
TABLE 19 PORTER’S FIVE FORCES’ IMPACT ON DATA MESH MARKET 114
FIGURE 32 PORTER’S FIVE FORCES ANALYSIS 115
5.14.1.1 Threat of new entrants 115
5.14.1.2 Threat of substitutes 115
5.14.1.3 Bargaining power of suppliers 115
5.14.1.4 Bargaining power of buyers 116
5.14.1.5 Intensity of competitive rivalry 116
5.15 DATA MESH TECHNOLOGY ROADMAP 116
FIGURE 33 DATA MESH TECHNOLOGY ROADMAP 116
5.16 DATA MESH BUSINESS MODELS 117
5.16.1 DATA PRODUCT MODEL 117
5.16.2 DATA MARKETPLACE MODEL 117
5.16.3 DATA BROKERAGE MODEL 118
5.16.4 DATA UTILITY MODEL 118
5.16.5 DATA ECOSYSTEM MODEL 118
5.17 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 119
FIGURE 34 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 119
5.18 KEY STAKEHOLDERS & BUYING CRITERIA 120
5.18.1 KEY STAKEHOLDERS IN BUYING PROCESS 120
FIGURE 35 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS 120
TABLE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS 120
5.18.2 BUYING CRITERIA 121
FIGURE 36 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 121
TABLE 21 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 121
6 DATA MESH MARKET, BY OFFERING 122
6.1 INTRODUCTION 123
6.1.1 OFFERINGS: DATA MESH MARKET DRIVERS 123
FIGURE 37 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 124
TABLE 22 DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION) 124
TABLE 23 DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION) 124
6.2 SOLUTIONS 124
FIGURE 38 DATA TRANSFORMATION & ORCHESTRATION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 125
TABLE 24 DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION) 125
TABLE 25 DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 126
TABLE 26 SOLUTIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 126
TABLE 27 SOLUTIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 126
6.2.1 DATA INTEGRATION & DELIVERY 127
6.2.1.1 Data integration & delivery solutions to emphasize interoperability and compatibility 127
TABLE 28 DATA INTEGRATION & DELIVERY: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 127
TABLE 29 DATA INTEGRATION & DELIVERY: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 127
6.2.1.1.1 Extract, Transform, Load (ETL) processes 128
6.2.1.1.2 Data pipeline and workflow management 128
6.2.1.1.3 Data mapping and transformation 128
6.2.2 FEDERATED DATA GOVERNANCE 129
6.2.2.1 Federated data governance solutions to ensure compliance with regulatory standards without impeding agility 129
TABLE 30 FEDERATED DATA GOVERNANCE: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 129
TABLE 31 FEDERATED DATA GOVERNANCE: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 129
6.2.2.1.1 Metadata management 130
6.2.2.1.2 Data quality & security 130
6.2.2.1.3 Compliance & regulatory tools 130
6.2.3 DATA OPERATIONS 130
6.2.3.1 Advancements in self-service data infrastructure platforms to boost demand for data operations solutions 130
TABLE 32 DATA OPERATIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 131
TABLE 33 DATA OPERATIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 131
6.2.3.1.1 Monitoring & observability 131
6.2.3.1.2 Data cataloging & discovery 132
6.2.3.1.3 Data lifecycle management 132
6.2.4 DATA TRANSFORMATION 132
6.2.4.1 CRM solutions to centralize property-related data and facilitate task automation 132
TABLE 34 DATA TRANSFORMATION: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 133
TABLE 35 DATA TRANSFORMATION: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 133
6.2.4.1.1 Schema evolution 133
6.2.4.1.2 Data orchestration & synchronization platforms 133
6.2.5 OTHER SOLUTIONS 134
TABLE 36 OTHER SOLUTIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 134
TABLE 37 OTHER SOLUTIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 134
6.3 DEPLOYMENT MODE 135
FIGURE 39 ON-PREMISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 135
TABLE 38 DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION) 135
TABLE 39 DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 136
6.3.1 CLOUD 136
6.3.1.1 Cloud deployment to offer accessibility to shared resources and cost-effective scalability 136
TABLE 40 CLOUD: DATA MESH SOLUTIONS MARKET, BY REGION, 2019–2022 (USD MILLION) 136
TABLE 41 CLOUD: DATA MESH SOLUTIONS MARKET, BY REGION, 2023–2028 (USD MILLION) 137
6.3.2 ON-PREMISES 137
6.3.2.1 On-premises deployment landscape to enable data processing closer to its source, enhancing speed and reducing latency 137
TABLE 42 ON-PREMISES: DATA MESH SOLUTIONS MARKET, BY REGION, 2019–2022 (USD MILLION) 137
TABLE 43 ON-PREMISES: DATA MESH SOLUTIONS MARKET, BY REGION, 2023–2028 (USD MILLION) 138
6.4 SERVICES 138
FIGURE 40 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 138
TABLE 44 DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION) 139
TABLE 45 DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION) 139
TABLE 46 SERVICES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 139
TABLE 47 SERVICES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 139
6.4.1 PROFESSIONAL SERVICES 140
FIGURE 41 TRAINING & EDUCATION SERVICES SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 140
TABLE 48 DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 140
TABLE 49 DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 141
TABLE 50 PROFESSIONAL SERVICES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 141
TABLE 51 PROFESSIONAL SERVICES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 141
6.4.1.1 Consulting & implementation 142
6.4.1.1.1 Consulting & implementation services to ensure smooth transitions and maximum value realization 142
TABLE 52 CONSULTING & IMPLEMENTATION: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 142
TABLE 53 CONSULTING & IMPLEMENTATION: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 142
6.4.1.2 Support & maintenance 143
6.4.1.2.1 Support & maintenance services to offer comprehensive support tailored to unique needs of organizations 143
TABLE 54 SUPPORT & MAINTENANCE: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 143
TABLE 55 SUPPORT & MAINTENANCE: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 143
6.4.1.3 Training & education 144
6.4.1.3.1 Training programs and educational initiatives to address domain-specific data modeling, infrastructure management, and interoperability aspects 144
TABLE 56 TRAINING & EDUCATION: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 144
TABLE 57 TRAINING & EDUCATION: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 144
6.4.1.4 Advisory & strategy 145
6.4.1.4.1 Advisory and strategy services to identify opportunities for decentralized data ownership and formulate tailored strategies 145
TABLE 58 ADVISORY & STRATEGY: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 145
TABLE 59 ADVISORY & STRATEGY: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 145
6.4.1.5 Implementation & deployment 146
6.4.1.5.1 Service providers to focus on developing standardized methodologies for data mesh adoption 146
TABLE 60 IMPLEMENTATION & DEPLOYMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 146
TABLE 61 IMPLEMENTATION & DEPLOYMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 146
6.4.1.6 Governance & security 147
6.4.1.6.1 Governance and security services to provide adaptable frameworks to manage and protect data 147
TABLE 62 GOVERNANCE & SECURITY: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 147
TABLE 63 GOVERNANCE & SECURITY: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 147
6.4.2 MANAGED SERVICES 148
TABLE 64 MANAGED SERVICES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 148
TABLE 65 MANAGED SERVICES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 148
7 DATA MESH MARKET, BY APPROACH 149
7.1 INTRODUCTION 150
7.1.1 APPROACHES: DATA MESH MARKET DRIVERS 150
FIGURE 42 FINE-GRAINED MESH SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 150
TABLE 66 DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION) 151
TABLE 67 DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION) 151
7.1.2 FINE-GRAINED MESH 151
7.1.2.1 Fine-grained mesh approach to enable seamless integration and collaboration across diverse domains 151
TABLE 68 FINE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 152
TABLE 69 FINE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 152
7.1.2.1.1 Fully federated mesh 152
7.1.2.1.2 Fully governed mesh 152
7.1.3 HYBRID FEDERATED MESH 153
7.1.3.1 Hybrid federated topology to offer scalability, flexibility, and interoperability essential for harnessing data-driven insights 153
TABLE 70 HYBRID FEDERATED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 153
TABLE 71 HYBRID FEDERATED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 153
7.1.4 VALUE-CHAIN-ALIGNED MESH 154
7.1.4.1 Strategical data management across value chain stages to improve service delivery, cost optimization, and customer satisfaction 154
TABLE 72 VALUE-CHAIN-ALIGNED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 154
TABLE 73 VALUE-CHAIN-ALIGNED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 154
7.1.5 COARSE-GRAINED MESH 155
7.1.5.1 Coarse-grained mesh topology to empower domain experts while ensuring data quality and integrity 155
TABLE 74 COARSE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 155
TABLE 75 COARSE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 155
7.1.5.1.1 Aligned mesh 156
7.1.5.1.2 Governed mesh 156
8 DATA MESH MARKET, BY BUSINESS FUNCTION 157
8.1 INTRODUCTION 158
8.1.1 BUSINESS FUNCTIONS: DATA MESH MARKET DRIVERS 158
FIGURE 43 HR SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 158
TABLE 76 DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION) 159
TABLE 77 DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION) 159
8.1.2 SALES & MARKETING 159
8.1.2.1 Sales & marketing strategies to incorporate insights into evolving demands, competitive landscape, and customer preferences 159
TABLE 78 SALES & MARKETING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 160
TABLE 79 SALES & MARKETING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 160
8.1.3 FINANCE & ACCOUNTING 160
8.1.3.1 Data mesh solutions to ensure greater accuracy and consistency in financial reporting 160
TABLE 80 FINANCE & ACCOUNTING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 161
TABLE 81 FINANCE & ACCOUNTING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 161
8.1.4 RESEARCH & DEVELOPMENT 161
8.1.4.1 Specialized algorithms and AI-driven solutions to aid in quality assurance, secure data sharing, and seamless integration across domains 161
TABLE 82 RESEARCH & DEVELOPMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 162
TABLE 83 RESEARCH & DEVELOPMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 162
8.1.5 OPERATIONS & SUPPLY CHAIN 162
8.1.5.1 Decentralization to enhance collaboration and efficiency throughout supply chain 162
TABLE 84 OPERATIONS & SUPPLY CHAIN: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 163
TABLE 85 OPERATIONS & SUPPLY CHAIN: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 163
8.1.6 HR 163
8.1.6.1 Data mesh principles to promote collaboration of HR insights across organizations and ensure data security 163
TABLE 86 HR: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 164
TABLE 87 HR: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 164
8.1.7 ITSM 164
8.1.7.1 ITSM solutions to ensure seamless integration, maintenance, and optimization of data mesh architectures across organizations 164
TABLE 88 ITSM: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 165
TABLE 89 ITSM: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 165
9 DATA MESH MARKET, BY APPLICATION 166
9.1 INTRODUCTION 167
9.1.1 APPLICATIONS: DATA MESH MARKET DRIVERS 167
FIGURE 44 IOT MONITORING SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 168
TABLE 90 DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 168
TABLE 91 DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 169
9.1.2 CUSTOMER EXPERIENCE MANAGEMENT 169
9.1.2.1 Data mesh to extract actionable insights from vast troves of customer data 169
TABLE 92 CUSTOMER EXPERIENCE MANAGEMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 169
TABLE 93 CUSTOMER EXPERIENCE MANAGEMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 170
9.1.3 DATA PRIVACY MANAGEMENT 170
9.1.3.1 Data mesh solutions to enable domain-specific control and ensure compliance 170
TABLE 94 DATA PRIVACY MANAGEMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 170
TABLE 95 DATA PRIVACY MANAGEMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 171
9.1.4 CHATBOTS/VIRTUAL ASSISTANTS 171
9.1.4.1 Data mesh to enable chatbots and virtual assistants offer intelligent, context-aware, and user-centric interactions 171
TABLE 96 CHATBOTS/VIRTUAL ASSISTANTS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 171
TABLE 97 CHATBOTS/VIRTUAL ASSISTANTS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 172
9.1.5 CAMPAIGN MANAGEMENT 172
9.1.5.1 Data mesh-driven campaign management applications to facilitate tailored and targeted campaigns 172
TABLE 98 CAMPAIGN MANAGEMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 172
TABLE 99 CAMPAIGN MANAGEMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 173
9.1.6 IOT MONITORING 173
9.1.6.1 Data mesh to offer better scalability and flexibility in managing and processing real-time data streams 173
TABLE 100 IOT MONITORING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 173
TABLE 101 IOT MONITORING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 174
9.1.7 ACCESS CONTROL 174
9.1.7.1 Data mesh solutions to enable access to products through self-service portals, streamlining processes and reducing reliance on central teams 174
TABLE 102 ACCESS CONTROL: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 174
TABLE 103 ACCESS CONTROL: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 175
9.1.8 OTHER APPLICATIONS 175
TABLE 104 OTHER APPLICATIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 175
TABLE 105 OTHER APPLICATIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 175
10 DATA MESH MARKET, BY VERTICAL 176
10.1 INTRODUCTION 177
10.1.1 VERTICALS: DATA MESH MARKET DRIVERS 177
FIGURE 45 HEALTHCARE & LIFE SCIENCES VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 178
TABLE 106 DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 178
TABLE 107 DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 179
10.2 BFSI 179
10.2.1 DATA MESH IMPLEMENTATION TO ENSURE SELF-SERVICE ACCESS AND OWNERSHIP OF DATA, ENABLING FASTER DECISION-MAKING AND INNOVATION 179
TABLE 108 BFSI: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 180
TABLE 109 BFSI: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 180
10.3 TELECOM 180
10.3.1 DATA MESH TO ENABLE FASTER DECISION-MAKING AND INNOVATION 180
TABLE 110 TELECOM: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 181
TABLE 111 TELECOM: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 181
10.4 RETAIL & ECOMMERCE 181
10.4.1 DATA MESH SOLUTIONS TO OFFER AGILITY, REAL-TIME INSIGHTS, AND IMPROVED CUSTOMER ENGAGEMENT 181
TABLE 112 RETAIL & ECOMMERCE: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 182
TABLE 113 RETAIL & ECOMMERCE: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 182
10.5 HEALTHCARE & LIFE SCIENCES 182
10.5.1 DATA MESH SOLUTIONS TO STREAMLINE ADMINISTRATIVE PROCESSES, OPTIMIZE RESOURCE ALLOCATION, AND REDUCE HEALTHCARE COSTS 182
TABLE 114 HEALTHCARE & LIFE SCIENCES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 183
TABLE 115 HEALTHCARE & LIFE SCIENCES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 183
10.6 IT/ITES 183
10.6.1 DATA MESH TO EMPOWER IT TEAMS WITH SELF-SERVICE ACCESS, REAL-TIME ANALYTICS, AND FASTER SERVICE DELIVERY 183
TABLE 116 IT/ITES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 184
TABLE 117 IT/ITES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 184
10.7 MANUFACTURING 184
10.7.1 DATA MESH TO OFFER DECENTRALIZED DATA OWNERSHIP, SELF-SERVICE ANALYTICS, AND REAL-TIME INSIGHTS 184
TABLE 118 MANUFACTURING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 185
TABLE 119 MANUFACTURING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 185
10.8 GOVERNMENT & PUBLIC SECTOR 185
10.8.1 DATA MESH TO FACILITATE DATA ANALYSIS, TAILORED SERVICES, AND PERSONALIZED EXPERIENCES 185
TABLE 120 GOVERNMENT & PUBLIC SECTOR: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 186
TABLE 121 GOVERNMENT & PUBLIC SECTOR: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 186
10.9 TRANSPORTATION & LOGISTICS 186
10.9.1 DATA MESH SOLUTIONS TO FACILITATE IMMEDIATE DECISION-MAKING, ROUTE OPTIMIZATION, PREDICTIVE MAINTENANCE 186
TABLE 122 TRANSPORTATION & LOGISTICS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 187
TABLE 123 TRANSPORTATION & LOGISTICS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 187
10.10 OTHER VERTICALS 187
TABLE 124 OTHER VERTICALS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 188
TABLE 125 OTHER VERTICALS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 188
11 DATA MESH MARKET, BY REGION 189
11.1 INTRODUCTION 190
FIGURE 46 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 190
FIGURE 47 INDIA TO WITNESS HIGHEST GROWTH DURING FORECAST PERIOD 191
TABLE 126 DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION) 191
TABLE 127 DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION) 191
11.2 NORTH AMERICA 192
11.2.1 NORTH AMERICA: DATA MESH MARKET DRIVERS 192
11.2.2 NORTH AMERICA: RECESSION IMPACT 192
FIGURE 48 NORTH AMERICA: MARKET SNAPSHOT 193
TABLE 128 NORTH AMERICA: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION) 193
TABLE 129 NORTH AMERICA: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION) 194
TABLE 130 NORTH AMERICA: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION) 194
TABLE 131 NORTH AMERICA: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 194
TABLE 132 NORTH AMERICA: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION) 194
TABLE 133 NORTH AMERICA: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION) 195
TABLE 134 NORTH AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 195
TABLE 135 NORTH AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 195
TABLE 136 NORTH AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION) 196
TABLE 137 NORTH AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 196
TABLE 138 NORTH AMERICA: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION) 196
TABLE 139 NORTH AMERICA: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION) 196
TABLE 140 NORTH AMERICA: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 197
TABLE 141 NORTH AMERICA: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 197
TABLE 142 NORTH AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION) 197
TABLE 143 NORTH AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION) 198
TABLE 144 NORTH AMERICA: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 198
TABLE 145 NORTH AMERICA: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 199
TABLE 146 NORTH AMERICA: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 199
TABLE 147 NORTH AMERICA: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 199
11.2.3 US 199
11.2.3.1 Increasing adoption of cloud computing and advanced analytics solutions among US enterprises to drive market 199
11.2.4 CANADA 200
11.2.4.1 Government initiatives promoting digital transformation and investments in advanced analytics solutions to propel market growth 200
11.3 EUROPE 200
11.3.1 EUROPE: DATA MESH MARKET DRIVERS 200
11.3.2 EUROPE: RECESSION IMPACT 201
TABLE 148 EUROPE: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION) 201
TABLE 149 EUROPE: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION) 201
TABLE 150 EUROPE: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION) 202
TABLE 151 EUROPE: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 202
TABLE 152 EUROPE: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION) 202
TABLE 153 EUROPE: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION) 202
TABLE 154 EUROPE: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 203
TABLE 155 EUROPE: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 203
TABLE 156 EUROPE: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION) 203
TABLE 157 EUROPE: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 203
TABLE 158 EUROPE: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION) 204
TABLE 159 EUROPE: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION) 204
TABLE 160 EUROPE: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 204
TABLE 161 EUROPE: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 205
TABLE 162 EUROPE: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION) 205
TABLE 163 EUROPE: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION) 205
TABLE 164 EUROPE: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 206
TABLE 165 EUROPE: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 206
TABLE 166 EUROPE: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 207
TABLE 167 EUROPE: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 207
11.3.3 UK 207
11.3.3.1 Increasing focus on innovation and technology adoption to accelerate demand for data mesh solutions 207
11.3.4 GERMANY 208
11.3.4.1 Engineering prowess and industrial innovation to boost market 208
11.3.5 FRANCE 208
11.3.5.1 Growing focus on interoperability and standardization to accelerate market growth 208
11.3.6 SPAIN 208
11.3.6.1 Increasing digital transformation in various industries to boost data mesh adoption 208
11.3.7 ITALY 208
11.3.7.1 Burgeoning startup culture and digital innovation to fuel market growth 208
11.3.8 REST OF EUROPE 209
11.4.1 ASIA PACIFIC: DATA MESH MARKET DRIVERS 209
11.4.2 ASIA PACIFIC: RECESSION IMPACT 209
FIGURE 49 ASIA PACIFIC: MARKET SNAPSHOT 210
TABLE 168 ASIA PACIFIC: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION) 210
TABLE 169 ASIA PACIFIC: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION) 211
TABLE 170 ASIA PACIFIC: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION) 211
TABLE 171 ASIA PACIFIC: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 211
TABLE 172 ASIA PACIFIC: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION) 211
TABLE 173 ASIA PACIFIC: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION) 212
TABLE 174 ASIA PACIFIC: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 212
TABLE 175 ASIA PACIFIC: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 212
TABLE 176 ASIA PACIFIC: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION) 213
TABLE 177 ASIA PACIFIC: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 213
TABLE 178 ASIA PACIFIC: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION) 213
TABLE 179 ASIA PACIFIC: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION) 213
TABLE 180 ASIA PACIFIC: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 214
TABLE 181 ASIA PACIFIC: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 214
TABLE 182 ASIA PACIFIC: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION) 214
TABLE 183 ASIA PACIFIC: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION) 215
TABLE 184 ASIA PACIFIC: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 215
TABLE 185 ASIA PACIFIC: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 216
TABLE 186 ASIA PACIFIC: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 216
TABLE 187 ASIA PACIFIC: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 217
11.4.3 CHINA 217
11.4.3.1 Emphasis on AI development coupled with data privacy regulations to drive market 217
11.4.4 JAPAN 217
11.4.4.1 Growing emphasis on data integrity and trustworthiness to drive innovation in data governance 217
11.4.5 INDIA 218
11.4.5.1 Proliferation of mobile technology and rising demand for analytics-driven insights across various sectors to boost market 218
11.4.6 SOUTH KOREA 218
11.4.6.1 Widespread digitalization across all industries to fuel demand for data mesh solutions 218
11.4.7 ANZ 218
11.4.7.1 Strong commitment to innovation and digital transformation to propel adoption of data mesh frameworks 218
11.4.8 ASEAN COUNTRIES 219
11.4.8.1 Robust technological infrastructure and thriving digital ecosystem to accelerate market growth 219
11.4.9 REST OF ASIA PACIFIC 219
11.5 MIDDLE EAST & AFRICA 220
11.5.1 MIDDLE EAST & AFRICA: RECESSION IMPACT 220
11.5.2 MIDDLE EAST & AFRICA: DATA MESH MARKET DRIVERS 220
TABLE 188 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION) 221
TABLE 189 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION) 221
TABLE 190 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION) 221
TABLE 191 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 222
TABLE 192 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION) 222
TABLE 193 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION) 222
TABLE 194 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 222
TABLE 195 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 223
TABLE 196 MIDDLE EAST & AFRICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION) 223
TABLE 197 MIDDLE EAST & AFRICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 223
TABLE 198 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION) 223
TABLE 199 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION) 224
TABLE 200 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 224
TABLE 201 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 224
TABLE 202 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION) 225
TABLE 203 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION) 225
TABLE 204 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 225
TABLE 205 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 226
TABLE 206 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 226
TABLE 207 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 226
11.5.3 GCC 227
11.5.3.1 Robust infrastructure development and government initiatives to accelerate market growth 227
11.5.4 SOUTH AFRICA 227
11.5.4.1 Increasing emphasis on leveraging data for innovation and economic development to propel market growth 227
11.5.5 EGYPT 227
11.5.5.1 Burgeoning startup ecosystem and government initiatives to drive market 227
11.5.6 TURKEY 227
11.5.6.1 Burgeoning tech-savvy population and international partnerships to drive market 227
11.5.7 REST OF MIDDLE EAST 228
11.6 LATIN AMERICA 228
11.6.1 LATIN AMERICA: RECESSION IMPACT 228
11.6.2 LATIN AMERICA: DATA MESH MARKET DRIVERS 229
TABLE 208 LATIN AMERICA: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION) 229
TABLE 209 LATIN AMERICA: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION) 229
TABLE 210 LATIN AMERICA: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION) 230
TABLE 211 LATIN AMERICA: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION) 230
TABLE 212 LATIN AMERICA: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION) 230
TABLE 213 LATIN AMERICA: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION) 230
TABLE 214 LATIN AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION) 231
TABLE 215 LATIN AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 231
TABLE 216 LATIN AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION) 231
TABLE 217 LATIN AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 232
TABLE 218 LATIN AMERICA: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION) 232
TABLE 219 LATIN AMERICA: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION) 232
TABLE 220 LATIN AMERICA: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 232
TABLE 221 LATIN AMERICA: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 233
TABLE 222 LATIN AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION) 233
TABLE 223 LATIN AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION) 233
TABLE 224 LATIN AMERICA: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 234
TABLE 225 LATIN AMERICA: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 234
TABLE 226 LATIN AMERICA: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION) 235
TABLE 227 LATIN AMERICA: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 235
11.6.3 BRAZIL 235
11.6.3.1 Proliferation of tech startups coupled with government initiatives for digital transformation to bolster market growth 235
11.6.4 MEXICO 235
11.6.4.1 Shift toward data privacy and security measures to fuel market growth 235
11.6.5 ARGENTINA 236
11.6.5.1 Integration of machine learning algorithms and predictive analytics into decentralized data architectures to boost market 236
11.6.6 REST OF LATIN AMERICA 236
12 COMPETITIVE LANDSCAPE 237
12.1 OVERVIEW 237
12.2 KEY PLAYER STRATEGIES 237
TABLE 228 OVERVIEW OF STRATEGIES ADOPTED BY KEY DATA MESH VENDORS 237
12.3 REVENUE ANALYSIS 239
12.3.1 BUSINESS SEGMENT REVENUE ANALYSIS FOR KEY PLAYERS 240
FIGURE 50 TOP 5 PLAYERS DOMINATED MARKET IN LAST 5 YEARS 240
12.4 MARKET SHARE ANALYSIS 240
FIGURE 51 MARKET SHARE ANALYSIS OF KEY PLAYERS, 2022 241
TABLE 229 DATA MESH MARKET: DEGREE OF COMPETITION 241
12.5 VALUATION AND FINANCIAL METRICS OF KEY DATA MESH VENDORS 242
FIGURE 52 EV/EBITDA OF KEY DATA MESH VENDORS 242
12.6 YTD PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS 242
FIGURE 53 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY DATA MESH VENDORS 242
12.7 BRAND/PRODUCT COMPARATIVE ANALYSIS 243
FIGURE 54 BRAND/PRODUCT COMPARATIVE ANALYSIS 243
12.8 COMPANY EVALUATION MATRIX 243
12.8.1 STARS 243
12.8.2 EMERGING LEADERS 243
12.8.3 PERVASIVE PLAYERS 244
12.8.4 PARTICIPANTS 244
FIGURE 55 COMPANY EVALUATION MATRIX, 2022 244
12.8.5 COMPANY FOOTPRINT 245
TABLE 230 PRODUCT FOOTPRINT (20 COMPANIES) 245
TABLE 231 VERTICAL FOOTPRINT (20 COMPANIES) 246
TABLE 232 REGIONAL FOOTPRINT (20 COMPANIES) 247
TABLE 233 COMPANY FOOTPRINT (20 COMPANIES) 248
12.9 START-UP/SME EVALUATION MATRIX 249
12.9.1 PROGRESSIVE COMPANIES 249
12.9.2 RESPONSIVE COMPANIES 249
12.9.3 DYNAMIC COMPANIES 249
12.9.4 STARTING BLOCKS 249
FIGURE 56 STARTUP/SME EVALUATION MATRIX, 2022 250
12.9.5 COMPETITIVE BENCHMARKING 251
TABLE 234 DATA MESH MARKET: DETAILED LIST OF START-UPS/SMES 251
TABLE 235 DATA MESH MARKET: COMPETITIVE BENCHMARKING OF START-UPS/SMES 252
12.10 COMPETITIVE SCENARIO AND TRENDS 252
12.10.1 PRODUCT LAUNCHES AND ENHANCEMENTS 252
TABLE 236 DATA MESH MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, OCTOBER 2020–DECEMBER 2023 253
12.10.2 DEALS 257
TABLE 237 DATA MESH MARKET: DEALS, JUNE 2019–NOVEMBER 2023 257
12.10.3 OTHERS 263
TABLE 238 DATA MESH MARKET: OTHERS, AUGUST 2020–AUGUST 2023 263
13 COMPANY PROFILES 265
13.1 INTRODUCTION 265
13.2 KEY PLAYERS 265
(Business Overview, Products Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))*
13.2.1 IBM 265
TABLE 239 IBM: BUSINESS OVERVIEW 266
FIGURE 57 IBM: COMPANY SNAPSHOT 266
TABLE 240 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 267
TABLE 241 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 267
TABLE 242 IBM: DEALS 268
13.2.2 SAP 270
TABLE 243 SAP: BUSINESS OVERVIEW 270
FIGURE 58 SAP: COMPANY SNAPSHOT 271
TABLE 244 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 271
TABLE 245 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 272
TABLE 246 SAP: DEALS 273
13.2.3 ORACLE 275
TABLE 247 ORACLE: BUSINESS OVERVIEW 275
FIGURE 59 ORACLE: COMPANY SNAPSHOT 276
TABLE 248 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 276
TABLE 249 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 277
TABLE 250 ORACLE: DEALS 278
13.2.4 INFORMATICA 280
TABLE 251 INFORMATICA: BUSINESS OVERVIEW 280
FIGURE 60 INFORMATICA: COMPANY SNAPSHOT 281
TABLE 252 INFORMATICA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 281
TABLE 253 INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS 282
TABLE 254 INFORMATICA: DEALS 282
13.2.5 AWS 285
TABLE 255 AWS: BUSINESS OVERVIEW 285
FIGURE 61 AWS: COMPANY SNAPSHOT 286
TABLE 256 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 286
TABLE 257 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS 287
TABLE 258 AWS: DEALS 287
TABLE 259 AWS: OTHERS 288
13.2.6 NETAPP 290
TABLE 260 NETAPP: BUSINESS OVERVIEW 290
FIGURE 62 NETAPP: COMPANY SNAPSHOT 291
TABLE 261 NETAPP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 291
TABLE 262 NETAPP: DEALS 292
13.2.7 TERADATA 293
TABLE 263 TERADATA: BUSINESS OVERVIEW 293
FIGURE 63 TERADATA: COMPANY SNAPSHOT 294
TABLE 264 TERADATA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 294
TABLE 265 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS 295
TABLE 266 TERADATA: DEALS 296
13.2.8 K2VIEW 298
TABLE 267 K2VIEW: BUSINESS OVERVIEW 298
TABLE 268 K2VIEW: PRODUCTS/SOLUTIONS/SERVICES OFFERED 298
TABLE 269 K2VIEW: PRODUCT LAUNCHES AND ENHANCEMENTS 299
TABLE 270 K2VIEW: DEALS 300
TABLE 271 K2VIEW: OTHERS 300
13.2.9 TALEND 301
TABLE 272 TALEND: BUSINESS OVERVIEW 301
TABLE 273 TALEND: PRODUCTS/SOLUTIONS/SERVICES OFFERED 301
TABLE 274 TALEND: PRODUCT LAUNCHES AND ENHANCEMENTS 302
TABLE 275 TALEND: DEALS 302
13.2.10 DENODO 304
TABLE 276 DENODO: BUSINESS OVERVIEW 304
TABLE 277 DENODO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 304
TABLE 278 DENODO: PRODUCT LAUNCHES AND ENHANCEMENTS 305
TABLE 279 DENODO: DEALS 305
13.3 OTHER PLAYERS 307
13.3.1 GOOGLE 307
13.3.2 MICROSOFT 308
13.3.3 HPE 309
13.3.4 SNOWFLAKE 310
13.3.5 RADIANT LOGIC 311
13.3.6 GLOBAL IDS 312
13.3.7 ESTUARY 313
13.3.8 DATAKITCHEN 314
13.3.9 DATABRICKS 315
13.3.10 CINCHY 316
13.3.11 INTENDA 317
13.3.12 ATACCAMA 318
13.3.13 ALATION 319
13.3.14 COLLIBRA 320
13.4 STARTUPS/SMES 321
13.4.1 DREMIO 321
13.4.2 STARBURST 322
13.4.3 NEXLA 322
13.4.4 NEXTDATA 323
13.4.5 HEVO DATA 324
13.4.6 ATLAN 325
13.4.7 CLUEDIN 326
13.4.8 STARDOG 326
13.4.9 ALEX SOLUTIONS 327
13.4.10 MONTE CARLO 327
*Details on Business Overview, Products Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies.
14 ADJACENT AND RELATED MARKETS 328
14.1 INTRODUCTION 328
14.2 DATA FABRIC MARKET 328
14.2.1 MARKET DEFINITION 328
14.2.2 MARKET OVERVIEW 328
14.2.2.1 Data fabric market, by component 328
TABLE 280 DATA FABRIC MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 329
TABLE 281 DATA FABRIC MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 329
14.2.2.2 Data fabric market, by type 329
TABLE 282 DATA FABRIC MARKET, BY TYPE, 2018–2021 (USD MILLION) 329
TABLE 283 DATA FABRIC MARKET, BY TYPE, 2022–2027 (USD MILLION) 329
14.2.2.3 Data fabric market, by organization size 330
TABLE 284 DATA FABRIC MARKET, BY ORGANIZATION SIZE, 2018–2021 (USD MILLION) 330
14.2.2.4 Data fabric market, by deployment mode 330
TABLE 286 DATA FABRIC MARKET, BY DEPLOYMENT MODE, 2018–2021 (USD MILLION) 331
TABLE 287 DATA FABRIC MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 331
14.2.2.5 Data fabric market, by application 331
TABLE 288 DATA FABRIC MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 331
TABLE 289 DATA FABRIC MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 332
14.2.2.6 Data fabric market, by vertical 332
TABLE 290 DATA FABRIC MARKET, BY VERTICAL, 2018–2021 (USD MILLION) 332
TABLE 291 DATA FABRIC MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 333
14.2.2.7 Data fabric market, by region 333
TABLE 292 DATA FABRIC MARKET, BY REGION, 2018–2021 (USD MILLION) 333
TABLE 293 DATA FABRIC MARKET, BY REGION, 2022–2027 (USD MILLION) 334
14.3 DATA CATALOG MARKET 334
14.3.1 MARKET DEFINITION 334
14.3.2 MARKET OVERVIEW 334
14.3.2.1 Data catalog market, by component 335
TABLE 294 DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 335
TABLE 295 DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 335
14.3.2.2 Data catalog market, by deployment mode 335
TABLE 296 DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION) 336
TABLE 297 DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 336
14.3.2.3 Data catalog market, by data consumer 336
TABLE 298 DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION) 336
TABLE 299 DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION) 337
14.3.2.4 Data catalog market, by metadata type 337
TABLE 300 DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION) 337
TABLE 301 DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION) 337
14.3.2.5 Data catalog market, by organization size 337
TABLE 302 DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION) 338
TABLE 303 DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 338
14.3.2.6 Data catalog market, by vertical 338
TABLE 304 DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION) 338
TABLE 305 DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 339
14.3.2.7 Data catalog market, by region 339
TABLE 306 DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION) 339
TABLE 307 DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION) 340
15 APPENDIX 341
15.1 DISCUSSION GUIDE 341
15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 348
15.3 CUSTOMIZATION OPTIONS 350
15.4 RELATED REPORTS 350
15.5 AUTHOR DETAILS 351
