Data Mesh Market by Offering (Solutions (Data Integration & Delivery, Federated Data Governance), Services), Application (Data Privacy & Customer Experience Management), Approach, Business Function, Vertical and Region - Global Forecast to 2028
The data mesh market is projected to grow from USD 1.2 billion in 2023 to USD 2.5 billion by 2028, at a compound annual growth rate (CAGR) of 16.4% during the forecast period. The market is anticipated to grow due to the increasing adoption of cloud native technologies, and maintaining robust governance and security. The shift towards democratization and accessibility of data forms a foundational driver in the data mesh market, catering to the evolving needs of the organization striving for agility, informed decision-making and innovation.
“By solutions, Data Transformation and Orchestration segment to register for fastest growing CAGR during the forecast period.”
The solutions segment includes data integration and delivery, federated data governance, data operations, data transformation and orchestration and other solutions. Data orchestration solutions are gaining traction, providing the infrastructure needed to manage, automate, and govern the flow of data across decentralized systems and teams. An evolving trend involves the integration of AI and machine learning capabilities within these solutions, empowering automated decision-making and enhancing the efficiency of data transformation processes. This growing landscape reflects the increasing importance of agile, scalable, and adaptable data transformation and orchestration tools tailored to the nuances of data mesh architectures.
“By application, customer experience management to witness the largest market size during the forecast period.”
The customer experience management application landscape within the data mesh market is experiencing substantial growth and transformation. Customer experience management within the data mesh framework aims to unify and analyze diverse sets of customer data from multiple domains in real time. These applications are designed to facilitate personalized and contextualized experiences by harnessing the insights derived from distributed data sources. Moreover, the integration of AI and machine learning capabilities within customer experience management in the data mesh ecosystem enables predictive and proactive customer engagement strategies, further optimizing the overall customer journey.
“By region, Asia Pacific to register for the highest CAGR during the forecast period.” The data mesh industry in Asia Pacific is undergoing a major transformation as a result of the adoption of technology. Increased digital transformation initiatives among enterprises in countries like India, China, Japan, and Southeast Asian nations are driving the adoption of data mesh frameworks. Companies are recognizing the importance of decentralized data architectures in handling the vast and diverse data landscape within this dynamic region. Moreover, the rising focus on data privacy regulations and compliance standards is prompting organizations to seek more efficient, domain-centric approaches to data management, aligning well with the principles of data mesh.
Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the data mesh market.
The report includes the study of key players offering data mesh solutions. It profiles major vendors in the data mesh market. The major players in the data mesh market include IBM (US), AWS (US), SAP (Germany), Oracle (US), Informatica (US), K2view (US), Talend (US), Denodo (US), HPE (US), NetApp (US), Teradata (US), Monte Carlo (US), Radiant Logic (US), Snowflake (US), Google (US), Microsoft (US), Global IDs (US), Estuary (US), DataKitchen (US), Databricks (US), Cinchy (Canada), Intenda (Netherlands), Atacama (Canada), Alation (US), Collibra (US), Dremio (US), Starburst (US), Nexla (US), NextData (Australia), Hevo Data (US), Atlan (US), CluedIn (Denmark), Iguazio (Israel) and Alex Solutions (Australia).
Research Coverage
The data mesh market research study involved extensive secondary sources, directories, journals, and paid databases. Primary sources were mainly industry experts from the core and related industries, preferred data mesh providers, third-party service providers, consulting service providers, end users, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information, and assess the market’s prospects.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall data mesh market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
“By solutions, Data Transformation and Orchestration segment to register for fastest growing CAGR during the forecast period.”
The solutions segment includes data integration and delivery, federated data governance, data operations, data transformation and orchestration and other solutions. Data orchestration solutions are gaining traction, providing the infrastructure needed to manage, automate, and govern the flow of data across decentralized systems and teams. An evolving trend involves the integration of AI and machine learning capabilities within these solutions, empowering automated decision-making and enhancing the efficiency of data transformation processes. This growing landscape reflects the increasing importance of agile, scalable, and adaptable data transformation and orchestration tools tailored to the nuances of data mesh architectures.
“By application, customer experience management to witness the largest market size during the forecast period.”
The customer experience management application landscape within the data mesh market is experiencing substantial growth and transformation. Customer experience management within the data mesh framework aims to unify and analyze diverse sets of customer data from multiple domains in real time. These applications are designed to facilitate personalized and contextualized experiences by harnessing the insights derived from distributed data sources. Moreover, the integration of AI and machine learning capabilities within customer experience management in the data mesh ecosystem enables predictive and proactive customer engagement strategies, further optimizing the overall customer journey.
“By region, Asia Pacific to register for the highest CAGR during the forecast period.” The data mesh industry in Asia Pacific is undergoing a major transformation as a result of the adoption of technology. Increased digital transformation initiatives among enterprises in countries like India, China, Japan, and Southeast Asian nations are driving the adoption of data mesh frameworks. Companies are recognizing the importance of decentralized data architectures in handling the vast and diverse data landscape within this dynamic region. Moreover, the rising focus on data privacy regulations and compliance standards is prompting organizations to seek more efficient, domain-centric approaches to data management, aligning well with the principles of data mesh.
Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the data mesh market.
- By Company: Tier I: 38%, Tier II: 50%, and Tier III: 12%
- By Designation: C-Level Executives: 35%, D-Level Executives: 40%, and Others: 25%
- By Region: North America: 40%, Europe: 30%, Asia Pacific: 20%, Latin America-5%, and
The report includes the study of key players offering data mesh solutions. It profiles major vendors in the data mesh market. The major players in the data mesh market include IBM (US), AWS (US), SAP (Germany), Oracle (US), Informatica (US), K2view (US), Talend (US), Denodo (US), HPE (US), NetApp (US), Teradata (US), Monte Carlo (US), Radiant Logic (US), Snowflake (US), Google (US), Microsoft (US), Global IDs (US), Estuary (US), DataKitchen (US), Databricks (US), Cinchy (Canada), Intenda (Netherlands), Atacama (Canada), Alation (US), Collibra (US), Dremio (US), Starburst (US), Nexla (US), NextData (Australia), Hevo Data (US), Atlan (US), CluedIn (Denmark), Iguazio (Israel) and Alex Solutions (Australia).
Research Coverage
The data mesh market research study involved extensive secondary sources, directories, journals, and paid databases. Primary sources were mainly industry experts from the core and related industries, preferred data mesh providers, third-party service providers, consulting service providers, end users, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information, and assess the market’s prospects.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall data mesh market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
- Analysis of key drivers (Tailored data pipelines driving agility and innovation, increasing need for data democratization and accessibility, increasing adoption of cloud native technologies, maintaining robust governance and security), restraints (Addressing security and compliance conundrums), opportunities (Data mesh revolutionizing financial service and unlocking granular control for data governance), and challenges (Bridging the gap between data silos and maintaining high-quality data in decentralized systems).
- Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the data mesh market
- Market Development: Comprehensive information about lucrative markets – the report analyses the data mesh market across varied regions
- Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the data mesh market
- Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players including IBM (US), AWS (US), SAP (Germany), Oracle (US), Informatica (US), K2view (US), Talend (US), Denodo (US), HPE (US), NetApp (US), Teradata (US), Monte Carlo (US), among others in the data mesh market strategies. The report also helps stakeholders understand the pulse of the data mesh market and provides them with information on key market drivers, restraints, challenges, and opportunities.
1 INTRODUCTION
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE
1.3.1 MARKET SEGMENTATION
1.3.2 REGIONS COVERED
1.4 YEARS CONSIDERED
1.5 CURRENCY CONSIDERED
1.6 STAKEHOLDERS
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 1 DATA MESH MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
TABLE 1 PRIMARY INTERVIEWS
2.1.2.1 Breakup of primary profiles
2.1.2.2 Key industry insights
2.2 MARKET BREAKUP AND DATA TRIANGULATION
FIGURE 2 DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
FIGURE 3 DATA MESH MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
2.3.1 TOP-DOWN APPROACH
2.3.2 BOTTOM-UP APPROACH
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY–APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF DATA MESH MARKET
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY–APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF DATA MESH MARKET
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF DATA MESH MARKET
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF DATA MESH THROUGH OVERALL DATA MESH SPENDING
2.4 MARKET FORECAST
TABLE 2 FACTOR ANALYSIS
2.5 RESEARCH ASSUMPTIONS
2.6 LIMITATIONS
2.7 IMPLICATIONS OF RECESSION
TABLE 3 IMPACT OF RECESSION ON GLOBAL DATA MESH MARKET
3 EXECUTIVE SUMMARY
TABLE 4 GLOBAL DATA MESH MARKET SIZE AND GROWTH RATE, 2019–2022 (USD MILLION, Y-O-Y %)
TABLE 5 GLOBAL DATA MESH MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y %)
FIGURE 8 SOLUTIONS SEGMENT TO DOMINATE MARKET IN 2023
FIGURE 9 DATA INTEGRATION & DELIVERY ACCOUNT FOR LARGEST MARKET SHARE IN 2023
FIGURE 10 PROFESSIONAL SERVICES TO DOMINATE MARKET IN 2023
FIGURE 11 CONSULTING & IMPLEMENTATION SERVICES TO DOMINATE MARKET IN 2023
FIGURE 12 CUSTOMER EXPERIENCE MANAGEMENT SEGMENT TO DOMINATE MARKET IN 2023
FIGURE 13 CLOUD SEGMENT TO LEAD DATA MESH MARKET IN 2023
FIGURE 14 COARSE-GRAINED SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023
FIGURE 15 SALES & MARKETING SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023
FIGURE 16 HEALTHCARE & LIFE SCIENCES SEGMENT TO ACHIEVE HIGHEST GROWTH RATE DURING FORECAST PERIOD
FIGURE 17 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE AND ASIA PACIFIC TO GROW AT HIGHEST CAGR IN 2023
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DATA MESH MARKET
FIGURE 18 INCREASING NEED FOR DATA DEMOCRATIZATION AND ACCESSIBILITY FOR BETTER CUSTOMER EXPERIENCE TO BOOST MARKET GROWTH
4.2 OVERVIEW OF RECESSION IN GLOBAL DATA MESH MARKET
FIGURE 19 DATA MESH MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023
4.3 DATA MESH MARKET: TOP THREE APPLICATIONS
FIGURE 20 IOT MONITORING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
4.4 NORTH AMERICA: DATA MESH MARKET, BY OFFERING AND KEY VERTICAL
FIGURE 21 SOLUTIONS AND BFSI SEGMENTS TO ACCOUNT FOR SIGNIFICANT SHARE IN NORTH AMERICA IN 2023
4.5 DATA MESH MARKET, BY REGION
FIGURE 22 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 23 DATA MESH MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.2.1 DRIVERS
5.2.1.1 Tailored data pipelines driving agility and innovation
5.2.1.2 Increasing need for data democratization and accessibility
5.2.1.3 Increasing adoption of cloud-native technologies
5.2.1.4 Maintaining robust governance and security
5.2.2 RESTRAINTS
5.2.2.1 Addressing security and compliance conundrums
5.2.3 OPPORTUNITIES
5.2.3.1 Data mesh revolutionizing financial services
5.2.3.2 Unlocking granular control for data governance
5.2.4 CHALLENGES
5.2.4.1 Bridging gap between data silos
5.2.4.2 Maintaining high-quality data in decentralized systems
5.3 EVOLUTION OF DATA MESH MARKET
FIGURE 24 DATA MESH MARKET EVOLUTION
5.4 DATA MESH MARKET: ARCHITECTURE
FIGURE 25 DATA MESH MARKET: ARCHITECTURE
5.5 VALUE CHAIN ANALYSIS
FIGURE 26 DATA MESH MARKET: VALUE CHAIN ANALYSIS
5.6 ECOSYSTEM/MARKET MAP
TABLE 6 DATA MESH MARKET ECOSYSTEM
FIGURE 27 KEY PLAYERS IN DATA MESH MARKET ECOSYSTEM
5.6.1 DATA MESH MARKET: PLATFORM PROVIDERS
5.6.2 DATA MESH MARKET: SOFTWARE PROVIDERS
5.6.3 DATA MESH MARKET: SERVICE PROVIDERS
5.6.4 DATA MESH MARKET: CLOUD PROVIDERS
5.6.5 DATA MESH MARKET: END USERS
5.6.6 DATA MESH MARKET: REGULATORY BODIES
5.7 CASE STUDY ANALYSIS
5.7.1 HEVO EMPOWERED EBURY TO BUILD RELIABLE DATA PRODUCTS AND ENABLE FASTER DECISION-MAKING
5.7.2 IMPLEMENTATION OF STARBURST FACILITATED SEAMLESS SCALABILITY FOR BANK HAPOALIM
5.7.3 FACTSET MODERNIZED APPLICATIONS WITH DREMIO, ACCELERATING DATA ACCESS AND ELIMINATING COMPLEXITY
5.7.4 HUNGARY’S OTP BANK USED DREMIO TO GAIN INSIGHTS INTO CUSTOMER NEEDS AND INCREASE VISIBILITY
5.7.5 NOVANT HEALTH DEPLOYED STARBURST PLATFORM TO ACHIEVE FAST PERFORMANCE, TIMELY ACCESS, AND ENGINEERING SUPPORT
5.7.6 REDCLIFFE LABS OPTIMIZED ITS CUSTOMER JOURNEY WITH MILITARY-LEVEL PRECISION USING HEVO DATA
5.7.7 COLLIBRA HELPED ENVISION HEALTHCARE AND ITS PATIENTS TACKLE INSURANCE CLAIM ISSUES
5.7.8 ATACCAMA’S SOLUTION HELPED T-MOBILE ACHIEVE SIGNIFICANT BENEFITS
5.7.9 HEINEKEN DEPLOYED COLLIBRA DATA INTELLIGENCE PLATFORM FOR DATA INTEGRATION, CONSOLIDATION, AND ANALYSIS
5.7.10 ADOBE STRENGTHENED ITS DATA CULTURE BY MOVING METRIC DEFINITIONS FROM COLLIBRA TO MYSQL DATABASE
5.7.11 HORNBLOWER ACHIEVED EFFICIENCY USING HEVO DATA
5.7.12 DREMIO’S DATA LAKE ENGINE ACCELERATED INSIGHTS AND DROVE EFFICIENCY IN HENKEL’S SUPPLY CHAIN
5.8 TECHNOLOGY ANALYSIS
5.8.1 KEY TECHNOLOGIES
5.8.1.1 Data lakes and warehouses
5.8.1.2 Cloud computing
5.8.1.3 AI/ML
5.8.1.4 Big data and analytics
5.8.2 ADJACENT TECHNOLOGIES
5.8.2.1 Augmented Reality (AR) and Virtual Reality (VR)
5.8.2.2 DevOps
5.8.2.3 Continuous Integration (CI)/Continuous Delivery (CD) pipelines
5.8.2.4 Digital Twins
5.9 TARIFF AND REGULATORY LANDSCAPE
5.9.1 TARIFF RELATED TO DATA MESH SOFTWARE
TABLE 7 TARIFF RELATED TO DATA MESH SOFTWARE, 2022
5.9.2 REGULATORY LANDSCAPE
5.9.2.1 Regulatory bodies, government agencies, and other organizations
TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.9.3 DATA MESH MARKET: REGULATIONS
5.9.3.1 North America
5.9.3.1.1 California Consumer Privacy Act (CCPA)
5.9.3.1.2 Health Insurance Portability and Accountability Act (HIPAA)
5.9.3.1.3 Federal Trade Commission (FTC) Regulations
5.9.3.1.4 Sarbanes-Oxley Act (SOX)
5.9.3.2 Europe
5.9.3.2.1 General Data Protection Regulation (GDPR)
5.9.3.2.2 Competition laws (antitrust regulations)
5.9.3.2.3 ePrivacy directive
5.9.3.2.4 Data governance regulations
5.9.3.3 Asia Pacific
5.9.3.3.1 Personal Data Protection Act (PDPA)
5.9.3.3.2 Cybersecurity laws and regulations
5.9.3.3.3 Cloud computing regulations
5.9.3.3.4 eCommerce and data governance policies
5.9.3.4 Middle East & Africa
5.9.3.4.1 Telecommunications regulation and licensing
5.9.3.4.2 Cybersecurity frameworks and compliance
5.9.3.5 Latin America
5.9.3.5.1 General Data Protection Regulation (LGPD) – Brazil
5.9.3.5.2 Data Protection Law – Argentina
5.10 PATENT ANALYSIS
5.10.1 METHODOLOGY
5.10.2 PATENTS FILED, BY DOCUMENT TYPE
TABLE 13 PATENTS FILED, 2013–2023
5.10.3 INNOVATION AND PATENT APPLICATIONS
FIGURE 28 TOTAL NUMBER OF PATENTS GRANTED, 2013–2023
5.10.3.1 Top 10 applicants in data mesh market
FIGURE 29 TOP 10 APPLICANTS IN DATA MESH MARKET, 2013–2023
TABLE 14 TOP 20 PATENT OWNERS IN DATA MESH MARKET, 2013–2023
TABLE 15 LIST OF PATENTS GRANTED IN DATA MESH MARKET, 2023
FIGURE 30 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013–2023
5.11 PRICING ANALYSIS
5.11.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE
FIGURE 31 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY KEY SOFTWARE TYPE
TABLE 16 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY KEY SOFTWARE TYPE
5.11.2 INDICATIVE PRICING ANALYSIS, BY DATA MESH VENDOR
TABLE 17 INDICATIVE PRICING LEVELS OF DATA MESH VENDORS
5.12 DATA MESH METHODS
5.12.1 QUERY-DRIVEN APPROACH
5.12.2 EVENT-DRIVEN APPROACH
5.12.3 FILE-BASED APPROACH
5.13 KEY CONFERENCES AND EVENTS
TABLE 18 DATA MESH MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023–2024
5.14 PORTER’S FIVE FORCES ANALYSIS
5.14.1 DATA MESH MARKET
TABLE 19 PORTER’S FIVE FORCES’ IMPACT ON DATA MESH MARKET
FIGURE 32 PORTER’S FIVE FORCES ANALYSIS
5.14.1.1 Threat of new entrants
5.14.1.2 Threat of substitutes
5.14.1.3 Bargaining power of suppliers
5.14.1.4 Bargaining power of buyers
5.14.1.5 Intensity of competitive rivalry
5.15 DATA MESH TECHNOLOGY ROADMAP
FIGURE 33 DATA MESH TECHNOLOGY ROADMAP
5.16 DATA MESH BUSINESS MODELS
5.16.1 DATA PRODUCT MODEL
5.16.2 DATA MARKETPLACE MODEL
5.16.3 DATA BROKERAGE MODEL
5.16.4 DATA UTILITY MODEL
5.16.5 DATA ECOSYSTEM MODEL
5.17 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
FIGURE 34 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
5.18 KEY STAKEHOLDERS & BUYING CRITERIA
5.18.1 KEY STAKEHOLDERS IN BUYING PROCESS
FIGURE 35 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
TABLE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
5.18.2 BUYING CRITERIA
FIGURE 36 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
TABLE 21 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
6 DATA MESH MARKET, BY OFFERING
6.1 INTRODUCTION
6.1.1 OFFERINGS: DATA MESH MARKET DRIVERS
FIGURE 37 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
TABLE 22 DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 23 DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
6.2 SOLUTIONS
FIGURE 38 DATA TRANSFORMATION & ORCHESTRATION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 24 DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 25 DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 26 SOLUTIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 27 SOLUTIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.1 DATA INTEGRATION & DELIVERY
6.2.1.1 Data integration & delivery solutions to emphasize interoperability and compatibility
TABLE 28 DATA INTEGRATION & DELIVERY: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 29 DATA INTEGRATION & DELIVERY: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.1.1.1 Extract, Transform, Load (ETL) processes
6.2.1.1.2 Data pipeline and workflow management
6.2.1.1.3 Data mapping and transformation
6.2.2 FEDERATED DATA GOVERNANCE
6.2.2.1 Federated data governance solutions to ensure compliance with regulatory standards without impeding agility
TABLE 30 FEDERATED DATA GOVERNANCE: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 31 FEDERATED DATA GOVERNANCE: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.2.1.1 Metadata management
6.2.2.1.2 Data quality & security
6.2.2.1.3 Compliance & regulatory tools
6.2.3 DATA OPERATIONS
6.2.3.1 Advancements in self-service data infrastructure platforms to boost demand for data operations solutions
TABLE 32 DATA OPERATIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 33 DATA OPERATIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.3.1.1 Monitoring & observability
6.2.3.1.2 Data cataloging & discovery
6.2.3.1.3 Data lifecycle management
6.2.4 DATA TRANSFORMATION
6.2.4.1 CRM solutions to centralize property-related data and facilitate task automation
TABLE 34 DATA TRANSFORMATION: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 35 DATA TRANSFORMATION: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.4.1.1 Schema evolution
6.2.4.1.2 Data orchestration & synchronization platforms
6.2.5 OTHER SOLUTIONS
TABLE 36 OTHER SOLUTIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 37 OTHER SOLUTIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3 DEPLOYMENT MODE
FIGURE 39 ON-PREMISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 38 DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 39 DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
6.3.1 CLOUD
6.3.1.1 Cloud deployment to offer accessibility to shared resources and cost-effective scalability
TABLE 40 CLOUD: DATA MESH SOLUTIONS MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 41 CLOUD: DATA MESH SOLUTIONS MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3.2 ON-PREMISES
6.3.2.1 On-premises deployment landscape to enable data processing closer to its source, enhancing speed and reducing latency
TABLE 42 ON-PREMISES: DATA MESH SOLUTIONS MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 43 ON-PREMISES: DATA MESH SOLUTIONS MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4 SERVICES
FIGURE 40 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 44 DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 45 DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 46 SERVICES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 47 SERVICES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1 PROFESSIONAL SERVICES
FIGURE 41 TRAINING & EDUCATION SERVICES SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 48 DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 49 DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 50 PROFESSIONAL SERVICES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 51 PROFESSIONAL SERVICES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.1 Consulting & implementation
6.4.1.1.1 Consulting & implementation services to ensure smooth transitions and maximum value realization
TABLE 52 CONSULTING & IMPLEMENTATION: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 53 CONSULTING & IMPLEMENTATION: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.2 Support & maintenance
6.4.1.2.1 Support & maintenance services to offer comprehensive support tailored to unique needs of organizations
TABLE 54 SUPPORT & MAINTENANCE: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 55 SUPPORT & MAINTENANCE: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.3 Training & education
6.4.1.3.1 Training programs and educational initiatives to address domain-specific data modeling, infrastructure management, and interoperability aspects
TABLE 56 TRAINING & EDUCATION: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 57 TRAINING & EDUCATION: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.4 Advisory & strategy
6.4.1.4.1 Advisory and strategy services to identify opportunities for decentralized data ownership and formulate tailored strategies
TABLE 58 ADVISORY & STRATEGY: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 59 ADVISORY & STRATEGY: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.5 Implementation & deployment
6.4.1.5.1 Service providers to focus on developing standardized methodologies for data mesh adoption
TABLE 60 IMPLEMENTATION & DEPLOYMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 61 IMPLEMENTATION & DEPLOYMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.6 Governance & security
6.4.1.6.1 Governance and security services to provide adaptable frameworks to manage and protect data
TABLE 62 GOVERNANCE & SECURITY: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 63 GOVERNANCE & SECURITY: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.2 MANAGED SERVICES
TABLE 64 MANAGED SERVICES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 65 MANAGED SERVICES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
7 DATA MESH MARKET, BY APPROACH
7.1 INTRODUCTION
7.1.1 APPROACHES: DATA MESH MARKET DRIVERS
FIGURE 42 FINE-GRAINED MESH SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 66 DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 67 DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
7.1.2 FINE-GRAINED MESH
7.1.2.1 Fine-grained mesh approach to enable seamless integration and collaboration across diverse domains
TABLE 68 FINE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 69 FINE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
7.1.2.1.1 Fully federated mesh
7.1.2.1.2 Fully governed mesh
7.1.3 HYBRID FEDERATED MESH
7.1.3.1 Hybrid federated topology to offer scalability, flexibility, and interoperability essential for harnessing data-driven insights
TABLE 70 HYBRID FEDERATED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 71 HYBRID FEDERATED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
7.1.4 VALUE-CHAIN-ALIGNED MESH
7.1.4.1 Strategical data management across value chain stages to improve service delivery, cost optimization, and customer satisfaction
TABLE 72 VALUE-CHAIN-ALIGNED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 73 VALUE-CHAIN-ALIGNED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
7.1.5 COARSE-GRAINED MESH
7.1.5.1 Coarse-grained mesh topology to empower domain experts while ensuring data quality and integrity
TABLE 74 COARSE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 75 COARSE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
7.1.5.1.1 Aligned mesh
7.1.5.1.2 Governed mesh
8 DATA MESH MARKET, BY BUSINESS FUNCTION
8.1 INTRODUCTION
8.1.1 BUSINESS FUNCTIONS: DATA MESH MARKET DRIVERS
FIGURE 43 HR SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 76 DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 77 DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
8.1.2 SALES & MARKETING
8.1.2.1 Sales & marketing strategies to incorporate insights into evolving demands, competitive landscape, and customer preferences
TABLE 78 SALES & MARKETING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 79 SALES & MARKETING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
8.1.3 FINANCE & ACCOUNTING
8.1.3.1 Data mesh solutions to ensure greater accuracy and consistency in financial reporting
TABLE 80 FINANCE & ACCOUNTING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 81 FINANCE & ACCOUNTING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
8.1.4 RESEARCH & DEVELOPMENT
8.1.4.1 Specialized algorithms and AI-driven solutions to aid in quality assurance, secure data sharing, and seamless integration across domains
TABLE 82 RESEARCH & DEVELOPMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 83 RESEARCH & DEVELOPMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
8.1.5 OPERATIONS & SUPPLY CHAIN
8.1.5.1 Decentralization to enhance collaboration and efficiency throughout supply chain
TABLE 84 OPERATIONS & SUPPLY CHAIN: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 85 OPERATIONS & SUPPLY CHAIN: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
8.1.6 HR
8.1.6.1 Data mesh principles to promote collaboration of HR insights across organizations and ensure data security
TABLE 86 HR: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 87 HR: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
8.1.7 ITSM
8.1.7.1 ITSM solutions to ensure seamless integration, maintenance, and optimization of data mesh architectures across organizations
TABLE 88 ITSM: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 89 ITSM: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9 DATA MESH MARKET, BY APPLICATION
9.1 INTRODUCTION
9.1.1 APPLICATIONS: DATA MESH MARKET DRIVERS
FIGURE 44 IOT MONITORING SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 90 DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 91 DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
9.1.2 CUSTOMER EXPERIENCE MANAGEMENT
9.1.2.1 Data mesh to extract actionable insights from vast troves of customer data
TABLE 92 CUSTOMER EXPERIENCE MANAGEMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 93 CUSTOMER EXPERIENCE MANAGEMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.3 DATA PRIVACY MANAGEMENT
9.1.3.1 Data mesh solutions to enable domain-specific control and ensure compliance
TABLE 94 DATA PRIVACY MANAGEMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 95 DATA PRIVACY MANAGEMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.4 CHATBOTS/VIRTUAL ASSISTANTS
9.1.4.1 Data mesh to enable chatbots and virtual assistants offer intelligent, context-aware, and user-centric interactions
TABLE 96 CHATBOTS/VIRTUAL ASSISTANTS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 97 CHATBOTS/VIRTUAL ASSISTANTS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.5 CAMPAIGN MANAGEMENT
9.1.5.1 Data mesh-driven campaign management applications to facilitate tailored and targeted campaigns
TABLE 98 CAMPAIGN MANAGEMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 99 CAMPAIGN MANAGEMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.6 IOT MONITORING
9.1.6.1 Data mesh to offer better scalability and flexibility in managing and processing real-time data streams
TABLE 100 IOT MONITORING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 101 IOT MONITORING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.7 ACCESS CONTROL
9.1.7.1 Data mesh solutions to enable access to products through self-service portals, streamlining processes and reducing reliance on central teams
TABLE 102 ACCESS CONTROL: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 103 ACCESS CONTROL: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.8 OTHER APPLICATIONS
TABLE 104 OTHER APPLICATIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 105 OTHER APPLICATIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10 DATA MESH MARKET, BY VERTICAL
10.1 INTRODUCTION
10.1.1 VERTICALS: DATA MESH MARKET DRIVERS
FIGURE 45 HEALTHCARE & LIFE SCIENCES VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 106 DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 107 DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
10.2 BFSI
10.2.1 DATA MESH IMPLEMENTATION TO ENSURE SELF-SERVICE ACCESS AND OWNERSHIP OF DATA, ENABLING FASTER DECISION-MAKING AND INNOVATION
TABLE 108 BFSI: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 109 BFSI: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.3 TELECOM
10.3.1 DATA MESH TO ENABLE FASTER DECISION-MAKING AND INNOVATION
TABLE 110 TELECOM: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 111 TELECOM: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.4 RETAIL & ECOMMERCE
10.4.1 DATA MESH SOLUTIONS TO OFFER AGILITY, REAL-TIME INSIGHTS, AND IMPROVED CUSTOMER ENGAGEMENT
TABLE 112 RETAIL & ECOMMERCE: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 113 RETAIL & ECOMMERCE: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.5 HEALTHCARE & LIFE SCIENCES
10.5.1 DATA MESH SOLUTIONS TO STREAMLINE ADMINISTRATIVE PROCESSES, OPTIMIZE RESOURCE ALLOCATION, AND REDUCE HEALTHCARE COSTS
TABLE 114 HEALTHCARE & LIFE SCIENCES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 115 HEALTHCARE & LIFE SCIENCES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.6 IT/ITES
10.6.1 DATA MESH TO EMPOWER IT TEAMS WITH SELF-SERVICE ACCESS, REAL-TIME ANALYTICS, AND FASTER SERVICE DELIVERY
TABLE 116 IT/ITES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 117 IT/ITES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.7 MANUFACTURING
10.7.1 DATA MESH TO OFFER DECENTRALIZED DATA OWNERSHIP, SELF-SERVICE ANALYTICS, AND REAL-TIME INSIGHTS
TABLE 118 MANUFACTURING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 119 MANUFACTURING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.8 GOVERNMENT & PUBLIC SECTOR
10.8.1 DATA MESH TO FACILITATE DATA ANALYSIS, TAILORED SERVICES, AND PERSONALIZED EXPERIENCES
TABLE 120 GOVERNMENT & PUBLIC SECTOR: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 121 GOVERNMENT & PUBLIC SECTOR: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.9 TRANSPORTATION & LOGISTICS
10.9.1 DATA MESH SOLUTIONS TO FACILITATE IMMEDIATE DECISION-MAKING, ROUTE OPTIMIZATION, PREDICTIVE MAINTENANCE
TABLE 122 TRANSPORTATION & LOGISTICS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 123 TRANSPORTATION & LOGISTICS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.10 OTHER VERTICALS
TABLE 124 OTHER VERTICALS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 125 OTHER VERTICALS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
11 DATA MESH MARKET, BY REGION
11.1 INTRODUCTION
FIGURE 46 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 47 INDIA TO WITNESS HIGHEST GROWTH DURING FORECAST PERIOD
TABLE 126 DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 127 DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
11.2 NORTH AMERICA
11.2.1 NORTH AMERICA: DATA MESH MARKET DRIVERS
11.2.2 NORTH AMERICA: RECESSION IMPACT
FIGURE 48 NORTH AMERICA: MARKET SNAPSHOT
TABLE 128 NORTH AMERICA: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 129 NORTH AMERICA: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 130 NORTH AMERICA: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 131 NORTH AMERICA: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 132 NORTH AMERICA: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 133 NORTH AMERICA: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 134 NORTH AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 135 NORTH AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 136 NORTH AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 137 NORTH AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
TABLE 138 NORTH AMERICA: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 139 NORTH AMERICA: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
TABLE 140 NORTH AMERICA: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 141 NORTH AMERICA: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 142 NORTH AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 143 NORTH AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
TABLE 144 NORTH AMERICA: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 145 NORTH AMERICA: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 146 NORTH AMERICA: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 147 NORTH AMERICA: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
11.2.3 US
11.2.3.1 Increasing adoption of cloud computing and advanced analytics solutions among US enterprises to drive market
11.2.4 CANADA
11.2.4.1 Government initiatives promoting digital transformation and investments in advanced analytics solutions to propel market growth
11.3 EUROPE
11.3.1 EUROPE: DATA MESH MARKET DRIVERS
11.3.2 EUROPE: RECESSION IMPACT
TABLE 148 EUROPE: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 149 EUROPE: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 150 EUROPE: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 151 EUROPE: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 152 EUROPE: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 153 EUROPE: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 154 EUROPE: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 155 EUROPE: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 156 EUROPE: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 157 EUROPE: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
TABLE 158 EUROPE: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 159 EUROPE: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
TABLE 160 EUROPE: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 161 EUROPE: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 162 EUROPE: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 163 EUROPE: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
TABLE 164 EUROPE: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 165 EUROPE: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 166 EUROPE: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 167 EUROPE: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
11.3.3 UK
11.3.3.1 Increasing focus on innovation and technology adoption to accelerate demand for data mesh solutions
11.3.4 GERMANY
11.3.4.1 Engineering prowess and industrial innovation to boost market
11.3.5 FRANCE
11.3.5.1 Growing focus on interoperability and standardization to accelerate market growth
11.3.6 SPAIN
11.3.6.1 Increasing digital transformation in various industries to boost data mesh adoption
11.3.7 ITALY
11.3.7.1 Burgeoning startup culture and digital innovation to fuel market growth
11.3.8 REST OF EUROPE
11.4 ASIA PACIFIC
11.4.1 ASIA PACIFIC: DATA MESH MARKET DRIVERS
11.4.2 ASIA PACIFIC: RECESSION IMPACT
FIGURE 49 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 168 ASIA PACIFIC: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 169 ASIA PACIFIC: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 170 ASIA PACIFIC: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 171 ASIA PACIFIC: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 172 ASIA PACIFIC: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 173 ASIA PACIFIC: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 174 ASIA PACIFIC: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 175 ASIA PACIFIC: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 176 ASIA PACIFIC: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 177 ASIA PACIFIC: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
TABLE 178 ASIA PACIFIC: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 179 ASIA PACIFIC: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
TABLE 180 ASIA PACIFIC: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 181 ASIA PACIFIC: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 182 ASIA PACIFIC: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 183 ASIA PACIFIC: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
TABLE 184 ASIA PACIFIC: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 185 ASIA PACIFIC: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 186 ASIA PACIFIC: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 187 ASIA PACIFIC: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
11.4.3 CHINA
11.4.3.1 Emphasis on AI development coupled with data privacy regulations to drive market
11.4.4 JAPAN
11.4.4.1 Growing emphasis on data integrity and trustworthiness to drive innovation in data governance
11.4.5 INDIA
11.4.5.1 Proliferation of mobile technology and rising demand for analytics-driven insights across various sectors to boost market
11.4.6 SOUTH KOREA
11.4.6.1 Widespread digitalization across all industries to fuel demand for data mesh solutions
11.4.7 ANZ
11.4.7.1 Strong commitment to innovation and digital transformation to propel adoption of data mesh frameworks
11.4.8 ASEAN COUNTRIES
11.4.8.1 Robust technological infrastructure and thriving digital ecosystem to accelerate market growth
11.4.9 REST OF ASIA PACIFIC
11.5 MIDDLE EAST & AFRICA
11.5.1 MIDDLE EAST & AFRICA: RECESSION IMPACT
11.5.2 MIDDLE EAST & AFRICA: DATA MESH MARKET DRIVERS
TABLE 188 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 189 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 190 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 191 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 192 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 193 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 194 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 195 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 196 MIDDLE EAST & AFRICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 197 MIDDLE EAST & AFRICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
TABLE 198 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 199 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
TABLE 200 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 201 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 202 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 203 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
TABLE 204 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 205 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 206 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 207 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
11.5.3 GCC
11.5.3.1 Robust infrastructure development and government initiatives to accelerate market growth
11.5.4 SOUTH AFRICA
11.5.4.1 Increasing emphasis on leveraging data for innovation and economic development to propel market growth
11.5.5 EGYPT
11.5.5.1 Burgeoning startup ecosystem and government initiatives to drive market
11.5.6 TURKEY
11.5.6.1 Burgeoning tech-savvy population and international partnerships to drive market
11.5.7 REST OF MIDDLE EAST
11.6 LATIN AMERICA
11.6.1 LATIN AMERICA: RECESSION IMPACT
11.6.2 LATIN AMERICA: DATA MESH MARKET DRIVERS
TABLE 208 LATIN AMERICA: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 209 LATIN AMERICA: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 210 LATIN AMERICA: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 211 LATIN AMERICA: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 212 LATIN AMERICA: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 213 LATIN AMERICA: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 214 LATIN AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 215 LATIN AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 216 LATIN AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 217 LATIN AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
TABLE 218 LATIN AMERICA: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 219 LATIN AMERICA: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
TABLE 220 LATIN AMERICA: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 221 LATIN AMERICA: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 222 LATIN AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 223 LATIN AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
TABLE 224 LATIN AMERICA: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 225 LATIN AMERICA: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 226 LATIN AMERICA: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 227 LATIN AMERICA: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
11.6.3 BRAZIL
11.6.3.1 Proliferation of tech startups coupled with government initiatives for digital transformation to bolster market growth
11.6.4 MEXICO
11.6.4.1 Shift toward data privacy and security measures to fuel market growth
11.6.5 ARGENTINA
11.6.5.1 Integration of machine learning algorithms and predictive analytics into decentralized data architectures to boost market
11.6.6 REST OF LATIN AMERICA
12 COMPETITIVE LANDSCAPE
12.1 OVERVIEW
12.2 KEY PLAYER STRATEGIES
TABLE 228 OVERVIEW OF STRATEGIES ADOPTED BY KEY DATA MESH VENDORS
12.3 REVENUE ANALYSIS
12.3.1 BUSINESS SEGMENT REVENUE ANALYSIS FOR KEY PLAYERS
FIGURE 50 TOP 5 PLAYERS DOMINATED MARKET IN LAST 5 YEARS
12.4 MARKET SHARE ANALYSIS
FIGURE 51 MARKET SHARE ANALYSIS OF KEY PLAYERS, 2022
TABLE 229 DATA MESH MARKET: DEGREE OF COMPETITION
12.5 VALUATION AND FINANCIAL METRICS OF KEY DATA MESH VENDORS
FIGURE 52 EV/EBITDA OF KEY DATA MESH VENDORS
12.6 YTD PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS
FIGURE 53 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY DATA MESH VENDORS
12.7 BRAND/PRODUCT COMPARATIVE ANALYSIS
FIGURE 54 BRAND/PRODUCT COMPARATIVE ANALYSIS
12.8 COMPANY EVALUATION MATRIX
12.8.1 STARS
12.8.2 EMERGING LEADERS
12.8.3 PERVASIVE PLAYERS
12.8.4 PARTICIPANTS
FIGURE 55 COMPANY EVALUATION MATRIX, 2022
12.8.5 COMPANY FOOTPRINT
TABLE 230 PRODUCT FOOTPRINT (20 COMPANIES)
TABLE 231 VERTICAL FOOTPRINT (20 COMPANIES)
TABLE 232 REGIONAL FOOTPRINT (20 COMPANIES)
TABLE 233 COMPANY FOOTPRINT (20 COMPANIES)
12.9 START-UP/SME EVALUATION MATRIX
12.9.1 PROGRESSIVE COMPANIES
12.9.2 RESPONSIVE COMPANIES
12.9.3 DYNAMIC COMPANIES
12.9.4 STARTING BLOCKS
FIGURE 56 STARTUP/SME EVALUATION MATRIX, 2022
12.9.5 COMPETITIVE BENCHMARKING
TABLE 234 DATA MESH MARKET: DETAILED LIST OF START-UPS/SMES
TABLE 235 DATA MESH MARKET: COMPETITIVE BENCHMARKING OF START-UPS/SMES
12.10 COMPETITIVE SCENARIO AND TRENDS
12.10.1 PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 236 DATA MESH MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, OCTOBER 2020–DECEMBER 2023
12.10.2 DEALS
TABLE 237 DATA MESH MARKET: DEALS, JUNE 2019–NOVEMBER 2023
12.10.3 OTHERS
TABLE 238 DATA MESH MARKET: OTHERS, AUGUST 2020–AUGUST 2023
13 COMPANY PROFILES
13.1 INTRODUCTION
13.2 KEY PLAYERS
(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
TABLE 239 IBM: BUSINESS OVERVIEW
FIGURE 57 IBM: COMPANY SNAPSHOT
TABLE 240 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 241 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 242 IBM: DEALS
13.2.2 SAP
TABLE 243 SAP: BUSINESS OVERVIEW
FIGURE 58 SAP: COMPANY SNAPSHOT
TABLE 244 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 245 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 246 SAP: DEALS
13.2.3 ORACLE
TABLE 247 ORACLE: BUSINESS OVERVIEW
FIGURE 59 ORACLE: COMPANY SNAPSHOT
TABLE 248 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 249 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 250 ORACLE: DEALS
13.2.4 INFORMATICA
TABLE 251 INFORMATICA: BUSINESS OVERVIEW
FIGURE 60 INFORMATICA: COMPANY SNAPSHOT
TABLE 252 INFORMATICA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 253 INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 254 INFORMATICA: DEALS
13.2.5 AWS
TABLE 255 AWS: BUSINESS OVERVIEW
FIGURE 61 AWS: COMPANY SNAPSHOT
TABLE 256 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 257 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 258 AWS: DEALS
TABLE 259 AWS: OTHERS
13.2.6 NETAPP
TABLE 260 NETAPP: BUSINESS OVERVIEW
FIGURE 62 NETAPP: COMPANY SNAPSHOT
TABLE 261 NETAPP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 262 NETAPP: DEALS
13.2.7 TERADATA
TABLE 263 TERADATA: BUSINESS OVERVIEW
FIGURE 63 TERADATA: COMPANY SNAPSHOT
TABLE 264 TERADATA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 265 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 266 TERADATA: DEALS
13.2.8 K2VIEW
TABLE 267 K2VIEW: BUSINESS OVERVIEW
TABLE 268 K2VIEW: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 269 K2VIEW: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 270 K2VIEW: DEALS
TABLE 271 K2VIEW: OTHERS
13.2.9 TALEND
TABLE 272 TALEND: BUSINESS OVERVIEW
TABLE 273 TALEND: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 274 TALEND: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 275 TALEND: DEALS
13.2.10 DENODO
TABLE 276 DENODO: BUSINESS OVERVIEW
TABLE 277 DENODO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 278 DENODO: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 279 DENODO: DEALS
13.3 OTHER PLAYERS
13.3.1 GOOGLE
13.3.2 MICROSOFT
13.3.3 HPE
13.3.4 SNOWFLAKE
13.3.5 RADIANT LOGIC
13.3.6 GLOBAL IDS
13.3.7 ESTUARY
13.3.8 DATAKITCHEN
13.3.9 DATABRICKS
13.3.10 CINCHY
13.3.11 INTENDA
13.3.12 ATACCAMA
13.3.13 ALATION
13.3.14 COLLIBRA
13.4 STARTUPS/SMES
13.4.1 DREMIO
13.4.2 STARBURST
13.4.3 NEXLA
13.4.4 NEXTDATA
13.4.5 HEVO DATA
13.4.6 ATLAN
13.4.7 CLUEDIN
13.4.8 STARDOG
13.4.9 ALEX SOLUTIONS
13.4.10 MONTE CARLO
*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
14.1 INTRODUCTION
14.2 DATA FABRIC MARKET
14.2.1 MARKET DEFINITION
14.2.2 MARKET OVERVIEW
14.2.2.1 Data fabric market, by component
TABLE 280 DATA FABRIC MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 281 DATA FABRIC MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
14.2.2.2 Data fabric market, by type
TABLE 282 DATA FABRIC MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 283 DATA FABRIC MARKET, BY TYPE, 2022–2027 (USD MILLION)
14.2.2.3 Data fabric market, by organization size
TABLE 284 DATA FABRIC MARKET, BY ORGANIZATION SIZE, 2018–2021 (USD MILLION)
14.2.2.4 Data fabric market, by deployment mode
TABLE 286 DATA FABRIC MARKET, BY DEPLOYMENT MODE, 2018–2021 (USD MILLION)
TABLE 287 DATA FABRIC MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
14.2.2.5 Data fabric market, by application
TABLE 288 DATA FABRIC MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 289 DATA FABRIC MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
14.2.2.6 Data fabric market, by vertical
TABLE 290 DATA FABRIC MARKET, BY VERTICAL, 2018–2021 (USD MILLION)
TABLE 291 DATA FABRIC MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
14.2.2.7 Data fabric market, by region
TABLE 292 DATA FABRIC MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 293 DATA FABRIC MARKET, BY REGION, 2022–2027 (USD MILLION)
14.3 DATA CATALOG MARKET
14.3.1 MARKET DEFINITION
14.3.2 MARKET OVERVIEW
14.3.2.1 Data catalog market, by component
TABLE 294 DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION)
TABLE 295 DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
14.3.2.2 Data catalog market, by deployment mode
TABLE 296 DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION)
TABLE 297 DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
14.3.2.3 Data catalog market, by data consumer
TABLE 298 DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION)
TABLE 299 DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION)
14.3.2.4 Data catalog market, by metadata type
TABLE 300 DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION)
TABLE 301 DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION)
14.3.2.5 Data catalog market, by organization size
TABLE 302 DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION)
TABLE 303 DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
14.3.2.6 Data catalog market, by vertical
TABLE 304 DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION)
TABLE 305 DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
14.3.2.7 Data catalog market, by region
TABLE 306 DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION)
TABLE 307 DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION)
15 APPENDIX
15.1 DISCUSSION GUIDE
15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
15.3 CUSTOMIZATION OPTIONS
15.4 RELATED REPORTS
15.5 AUTHOR DETAILS
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE
1.3.1 MARKET SEGMENTATION
1.3.2 REGIONS COVERED
1.4 YEARS CONSIDERED
1.5 CURRENCY CONSIDERED
1.6 STAKEHOLDERS
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 1 DATA MESH MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
TABLE 1 PRIMARY INTERVIEWS
2.1.2.1 Breakup of primary profiles
2.1.2.2 Key industry insights
2.2 MARKET BREAKUP AND DATA TRIANGULATION
FIGURE 2 DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
FIGURE 3 DATA MESH MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
2.3.1 TOP-DOWN APPROACH
2.3.2 BOTTOM-UP APPROACH
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY–APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF DATA MESH MARKET
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY–APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF DATA MESH MARKET
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF DATA MESH MARKET
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF DATA MESH THROUGH OVERALL DATA MESH SPENDING
2.4 MARKET FORECAST
TABLE 2 FACTOR ANALYSIS
2.5 RESEARCH ASSUMPTIONS
2.6 LIMITATIONS
2.7 IMPLICATIONS OF RECESSION
TABLE 3 IMPACT OF RECESSION ON GLOBAL DATA MESH MARKET
3 EXECUTIVE SUMMARY
TABLE 4 GLOBAL DATA MESH MARKET SIZE AND GROWTH RATE, 2019–2022 (USD MILLION, Y-O-Y %)
TABLE 5 GLOBAL DATA MESH MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y %)
FIGURE 8 SOLUTIONS SEGMENT TO DOMINATE MARKET IN 2023
FIGURE 9 DATA INTEGRATION & DELIVERY ACCOUNT FOR LARGEST MARKET SHARE IN 2023
FIGURE 10 PROFESSIONAL SERVICES TO DOMINATE MARKET IN 2023
FIGURE 11 CONSULTING & IMPLEMENTATION SERVICES TO DOMINATE MARKET IN 2023
FIGURE 12 CUSTOMER EXPERIENCE MANAGEMENT SEGMENT TO DOMINATE MARKET IN 2023
FIGURE 13 CLOUD SEGMENT TO LEAD DATA MESH MARKET IN 2023
FIGURE 14 COARSE-GRAINED SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023
FIGURE 15 SALES & MARKETING SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023
FIGURE 16 HEALTHCARE & LIFE SCIENCES SEGMENT TO ACHIEVE HIGHEST GROWTH RATE DURING FORECAST PERIOD
FIGURE 17 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE AND ASIA PACIFIC TO GROW AT HIGHEST CAGR IN 2023
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DATA MESH MARKET
FIGURE 18 INCREASING NEED FOR DATA DEMOCRATIZATION AND ACCESSIBILITY FOR BETTER CUSTOMER EXPERIENCE TO BOOST MARKET GROWTH
4.2 OVERVIEW OF RECESSION IN GLOBAL DATA MESH MARKET
FIGURE 19 DATA MESH MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023
4.3 DATA MESH MARKET: TOP THREE APPLICATIONS
FIGURE 20 IOT MONITORING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
4.4 NORTH AMERICA: DATA MESH MARKET, BY OFFERING AND KEY VERTICAL
FIGURE 21 SOLUTIONS AND BFSI SEGMENTS TO ACCOUNT FOR SIGNIFICANT SHARE IN NORTH AMERICA IN 2023
4.5 DATA MESH MARKET, BY REGION
FIGURE 22 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 23 DATA MESH MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.2.1 DRIVERS
5.2.1.1 Tailored data pipelines driving agility and innovation
5.2.1.2 Increasing need for data democratization and accessibility
5.2.1.3 Increasing adoption of cloud-native technologies
5.2.1.4 Maintaining robust governance and security
5.2.2 RESTRAINTS
5.2.2.1 Addressing security and compliance conundrums
5.2.3 OPPORTUNITIES
5.2.3.1 Data mesh revolutionizing financial services
5.2.3.2 Unlocking granular control for data governance
5.2.4 CHALLENGES
5.2.4.1 Bridging gap between data silos
5.2.4.2 Maintaining high-quality data in decentralized systems
5.3 EVOLUTION OF DATA MESH MARKET
FIGURE 24 DATA MESH MARKET EVOLUTION
5.4 DATA MESH MARKET: ARCHITECTURE
FIGURE 25 DATA MESH MARKET: ARCHITECTURE
5.5 VALUE CHAIN ANALYSIS
FIGURE 26 DATA MESH MARKET: VALUE CHAIN ANALYSIS
5.6 ECOSYSTEM/MARKET MAP
TABLE 6 DATA MESH MARKET ECOSYSTEM
FIGURE 27 KEY PLAYERS IN DATA MESH MARKET ECOSYSTEM
5.6.1 DATA MESH MARKET: PLATFORM PROVIDERS
5.6.2 DATA MESH MARKET: SOFTWARE PROVIDERS
5.6.3 DATA MESH MARKET: SERVICE PROVIDERS
5.6.4 DATA MESH MARKET: CLOUD PROVIDERS
5.6.5 DATA MESH MARKET: END USERS
5.6.6 DATA MESH MARKET: REGULATORY BODIES
5.7 CASE STUDY ANALYSIS
5.7.1 HEVO EMPOWERED EBURY TO BUILD RELIABLE DATA PRODUCTS AND ENABLE FASTER DECISION-MAKING
5.7.2 IMPLEMENTATION OF STARBURST FACILITATED SEAMLESS SCALABILITY FOR BANK HAPOALIM
5.7.3 FACTSET MODERNIZED APPLICATIONS WITH DREMIO, ACCELERATING DATA ACCESS AND ELIMINATING COMPLEXITY
5.7.4 HUNGARY’S OTP BANK USED DREMIO TO GAIN INSIGHTS INTO CUSTOMER NEEDS AND INCREASE VISIBILITY
5.7.5 NOVANT HEALTH DEPLOYED STARBURST PLATFORM TO ACHIEVE FAST PERFORMANCE, TIMELY ACCESS, AND ENGINEERING SUPPORT
5.7.6 REDCLIFFE LABS OPTIMIZED ITS CUSTOMER JOURNEY WITH MILITARY-LEVEL PRECISION USING HEVO DATA
5.7.7 COLLIBRA HELPED ENVISION HEALTHCARE AND ITS PATIENTS TACKLE INSURANCE CLAIM ISSUES
5.7.8 ATACCAMA’S SOLUTION HELPED T-MOBILE ACHIEVE SIGNIFICANT BENEFITS
5.7.9 HEINEKEN DEPLOYED COLLIBRA DATA INTELLIGENCE PLATFORM FOR DATA INTEGRATION, CONSOLIDATION, AND ANALYSIS
5.7.10 ADOBE STRENGTHENED ITS DATA CULTURE BY MOVING METRIC DEFINITIONS FROM COLLIBRA TO MYSQL DATABASE
5.7.11 HORNBLOWER ACHIEVED EFFICIENCY USING HEVO DATA
5.7.12 DREMIO’S DATA LAKE ENGINE ACCELERATED INSIGHTS AND DROVE EFFICIENCY IN HENKEL’S SUPPLY CHAIN
5.8 TECHNOLOGY ANALYSIS
5.8.1 KEY TECHNOLOGIES
5.8.1.1 Data lakes and warehouses
5.8.1.2 Cloud computing
5.8.1.3 AI/ML
5.8.1.4 Big data and analytics
5.8.2 ADJACENT TECHNOLOGIES
5.8.2.1 Augmented Reality (AR) and Virtual Reality (VR)
5.8.2.2 DevOps
5.8.2.3 Continuous Integration (CI)/Continuous Delivery (CD) pipelines
5.8.2.4 Digital Twins
5.9 TARIFF AND REGULATORY LANDSCAPE
5.9.1 TARIFF RELATED TO DATA MESH SOFTWARE
TABLE 7 TARIFF RELATED TO DATA MESH SOFTWARE, 2022
5.9.2 REGULATORY LANDSCAPE
5.9.2.1 Regulatory bodies, government agencies, and other organizations
TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.9.3 DATA MESH MARKET: REGULATIONS
5.9.3.1 North America
5.9.3.1.1 California Consumer Privacy Act (CCPA)
5.9.3.1.2 Health Insurance Portability and Accountability Act (HIPAA)
5.9.3.1.3 Federal Trade Commission (FTC) Regulations
5.9.3.1.4 Sarbanes-Oxley Act (SOX)
5.9.3.2 Europe
5.9.3.2.1 General Data Protection Regulation (GDPR)
5.9.3.2.2 Competition laws (antitrust regulations)
5.9.3.2.3 ePrivacy directive
5.9.3.2.4 Data governance regulations
5.9.3.3 Asia Pacific
5.9.3.3.1 Personal Data Protection Act (PDPA)
5.9.3.3.2 Cybersecurity laws and regulations
5.9.3.3.3 Cloud computing regulations
5.9.3.3.4 eCommerce and data governance policies
5.9.3.4 Middle East & Africa
5.9.3.4.1 Telecommunications regulation and licensing
5.9.3.4.2 Cybersecurity frameworks and compliance
5.9.3.5 Latin America
5.9.3.5.1 General Data Protection Regulation (LGPD) – Brazil
5.9.3.5.2 Data Protection Law – Argentina
5.10 PATENT ANALYSIS
5.10.1 METHODOLOGY
5.10.2 PATENTS FILED, BY DOCUMENT TYPE
TABLE 13 PATENTS FILED, 2013–2023
5.10.3 INNOVATION AND PATENT APPLICATIONS
FIGURE 28 TOTAL NUMBER OF PATENTS GRANTED, 2013–2023
5.10.3.1 Top 10 applicants in data mesh market
FIGURE 29 TOP 10 APPLICANTS IN DATA MESH MARKET, 2013–2023
TABLE 14 TOP 20 PATENT OWNERS IN DATA MESH MARKET, 2013–2023
TABLE 15 LIST OF PATENTS GRANTED IN DATA MESH MARKET, 2023
FIGURE 30 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013–2023
5.11 PRICING ANALYSIS
5.11.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE
FIGURE 31 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY KEY SOFTWARE TYPE
TABLE 16 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY KEY SOFTWARE TYPE
5.11.2 INDICATIVE PRICING ANALYSIS, BY DATA MESH VENDOR
TABLE 17 INDICATIVE PRICING LEVELS OF DATA MESH VENDORS
5.12 DATA MESH METHODS
5.12.1 QUERY-DRIVEN APPROACH
5.12.2 EVENT-DRIVEN APPROACH
5.12.3 FILE-BASED APPROACH
5.13 KEY CONFERENCES AND EVENTS
TABLE 18 DATA MESH MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023–2024
5.14 PORTER’S FIVE FORCES ANALYSIS
5.14.1 DATA MESH MARKET
TABLE 19 PORTER’S FIVE FORCES’ IMPACT ON DATA MESH MARKET
FIGURE 32 PORTER’S FIVE FORCES ANALYSIS
5.14.1.1 Threat of new entrants
5.14.1.2 Threat of substitutes
5.14.1.3 Bargaining power of suppliers
5.14.1.4 Bargaining power of buyers
5.14.1.5 Intensity of competitive rivalry
5.15 DATA MESH TECHNOLOGY ROADMAP
FIGURE 33 DATA MESH TECHNOLOGY ROADMAP
5.16 DATA MESH BUSINESS MODELS
5.16.1 DATA PRODUCT MODEL
5.16.2 DATA MARKETPLACE MODEL
5.16.3 DATA BROKERAGE MODEL
5.16.4 DATA UTILITY MODEL
5.16.5 DATA ECOSYSTEM MODEL
5.17 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
FIGURE 34 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
5.18 KEY STAKEHOLDERS & BUYING CRITERIA
5.18.1 KEY STAKEHOLDERS IN BUYING PROCESS
FIGURE 35 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
TABLE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
5.18.2 BUYING CRITERIA
FIGURE 36 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
TABLE 21 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
6 DATA MESH MARKET, BY OFFERING
6.1 INTRODUCTION
6.1.1 OFFERINGS: DATA MESH MARKET DRIVERS
FIGURE 37 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
TABLE 22 DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 23 DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
6.2 SOLUTIONS
FIGURE 38 DATA TRANSFORMATION & ORCHESTRATION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 24 DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 25 DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 26 SOLUTIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 27 SOLUTIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.1 DATA INTEGRATION & DELIVERY
6.2.1.1 Data integration & delivery solutions to emphasize interoperability and compatibility
TABLE 28 DATA INTEGRATION & DELIVERY: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 29 DATA INTEGRATION & DELIVERY: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.1.1.1 Extract, Transform, Load (ETL) processes
6.2.1.1.2 Data pipeline and workflow management
6.2.1.1.3 Data mapping and transformation
6.2.2 FEDERATED DATA GOVERNANCE
6.2.2.1 Federated data governance solutions to ensure compliance with regulatory standards without impeding agility
TABLE 30 FEDERATED DATA GOVERNANCE: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 31 FEDERATED DATA GOVERNANCE: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.2.1.1 Metadata management
6.2.2.1.2 Data quality & security
6.2.2.1.3 Compliance & regulatory tools
6.2.3 DATA OPERATIONS
6.2.3.1 Advancements in self-service data infrastructure platforms to boost demand for data operations solutions
TABLE 32 DATA OPERATIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 33 DATA OPERATIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.3.1.1 Monitoring & observability
6.2.3.1.2 Data cataloging & discovery
6.2.3.1.3 Data lifecycle management
6.2.4 DATA TRANSFORMATION
6.2.4.1 CRM solutions to centralize property-related data and facilitate task automation
TABLE 34 DATA TRANSFORMATION: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 35 DATA TRANSFORMATION: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.4.1.1 Schema evolution
6.2.4.1.2 Data orchestration & synchronization platforms
6.2.5 OTHER SOLUTIONS
TABLE 36 OTHER SOLUTIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 37 OTHER SOLUTIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3 DEPLOYMENT MODE
FIGURE 39 ON-PREMISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 38 DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 39 DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
6.3.1 CLOUD
6.3.1.1 Cloud deployment to offer accessibility to shared resources and cost-effective scalability
TABLE 40 CLOUD: DATA MESH SOLUTIONS MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 41 CLOUD: DATA MESH SOLUTIONS MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3.2 ON-PREMISES
6.3.2.1 On-premises deployment landscape to enable data processing closer to its source, enhancing speed and reducing latency
TABLE 42 ON-PREMISES: DATA MESH SOLUTIONS MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 43 ON-PREMISES: DATA MESH SOLUTIONS MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4 SERVICES
FIGURE 40 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 44 DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 45 DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 46 SERVICES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 47 SERVICES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1 PROFESSIONAL SERVICES
FIGURE 41 TRAINING & EDUCATION SERVICES SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 48 DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 49 DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 50 PROFESSIONAL SERVICES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 51 PROFESSIONAL SERVICES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.1 Consulting & implementation
6.4.1.1.1 Consulting & implementation services to ensure smooth transitions and maximum value realization
TABLE 52 CONSULTING & IMPLEMENTATION: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 53 CONSULTING & IMPLEMENTATION: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.2 Support & maintenance
6.4.1.2.1 Support & maintenance services to offer comprehensive support tailored to unique needs of organizations
TABLE 54 SUPPORT & MAINTENANCE: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 55 SUPPORT & MAINTENANCE: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.3 Training & education
6.4.1.3.1 Training programs and educational initiatives to address domain-specific data modeling, infrastructure management, and interoperability aspects
TABLE 56 TRAINING & EDUCATION: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 57 TRAINING & EDUCATION: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.4 Advisory & strategy
6.4.1.4.1 Advisory and strategy services to identify opportunities for decentralized data ownership and formulate tailored strategies
TABLE 58 ADVISORY & STRATEGY: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 59 ADVISORY & STRATEGY: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.5 Implementation & deployment
6.4.1.5.1 Service providers to focus on developing standardized methodologies for data mesh adoption
TABLE 60 IMPLEMENTATION & DEPLOYMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 61 IMPLEMENTATION & DEPLOYMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.1.6 Governance & security
6.4.1.6.1 Governance and security services to provide adaptable frameworks to manage and protect data
TABLE 62 GOVERNANCE & SECURITY: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 63 GOVERNANCE & SECURITY: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
6.4.2 MANAGED SERVICES
TABLE 64 MANAGED SERVICES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 65 MANAGED SERVICES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
7 DATA MESH MARKET, BY APPROACH
7.1 INTRODUCTION
7.1.1 APPROACHES: DATA MESH MARKET DRIVERS
FIGURE 42 FINE-GRAINED MESH SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 66 DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 67 DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
7.1.2 FINE-GRAINED MESH
7.1.2.1 Fine-grained mesh approach to enable seamless integration and collaboration across diverse domains
TABLE 68 FINE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 69 FINE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
7.1.2.1.1 Fully federated mesh
7.1.2.1.2 Fully governed mesh
7.1.3 HYBRID FEDERATED MESH
7.1.3.1 Hybrid federated topology to offer scalability, flexibility, and interoperability essential for harnessing data-driven insights
TABLE 70 HYBRID FEDERATED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 71 HYBRID FEDERATED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
7.1.4 VALUE-CHAIN-ALIGNED MESH
7.1.4.1 Strategical data management across value chain stages to improve service delivery, cost optimization, and customer satisfaction
TABLE 72 VALUE-CHAIN-ALIGNED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 73 VALUE-CHAIN-ALIGNED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
7.1.5 COARSE-GRAINED MESH
7.1.5.1 Coarse-grained mesh topology to empower domain experts while ensuring data quality and integrity
TABLE 74 COARSE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 75 COARSE-GRAINED MESH: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
7.1.5.1.1 Aligned mesh
7.1.5.1.2 Governed mesh
8 DATA MESH MARKET, BY BUSINESS FUNCTION
8.1 INTRODUCTION
8.1.1 BUSINESS FUNCTIONS: DATA MESH MARKET DRIVERS
FIGURE 43 HR SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 76 DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 77 DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
8.1.2 SALES & MARKETING
8.1.2.1 Sales & marketing strategies to incorporate insights into evolving demands, competitive landscape, and customer preferences
TABLE 78 SALES & MARKETING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 79 SALES & MARKETING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
8.1.3 FINANCE & ACCOUNTING
8.1.3.1 Data mesh solutions to ensure greater accuracy and consistency in financial reporting
TABLE 80 FINANCE & ACCOUNTING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 81 FINANCE & ACCOUNTING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
8.1.4 RESEARCH & DEVELOPMENT
8.1.4.1 Specialized algorithms and AI-driven solutions to aid in quality assurance, secure data sharing, and seamless integration across domains
TABLE 82 RESEARCH & DEVELOPMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 83 RESEARCH & DEVELOPMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
8.1.5 OPERATIONS & SUPPLY CHAIN
8.1.5.1 Decentralization to enhance collaboration and efficiency throughout supply chain
TABLE 84 OPERATIONS & SUPPLY CHAIN: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 85 OPERATIONS & SUPPLY CHAIN: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
8.1.6 HR
8.1.6.1 Data mesh principles to promote collaboration of HR insights across organizations and ensure data security
TABLE 86 HR: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 87 HR: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
8.1.7 ITSM
8.1.7.1 ITSM solutions to ensure seamless integration, maintenance, and optimization of data mesh architectures across organizations
TABLE 88 ITSM: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 89 ITSM: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9 DATA MESH MARKET, BY APPLICATION
9.1 INTRODUCTION
9.1.1 APPLICATIONS: DATA MESH MARKET DRIVERS
FIGURE 44 IOT MONITORING SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 90 DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 91 DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
9.1.2 CUSTOMER EXPERIENCE MANAGEMENT
9.1.2.1 Data mesh to extract actionable insights from vast troves of customer data
TABLE 92 CUSTOMER EXPERIENCE MANAGEMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 93 CUSTOMER EXPERIENCE MANAGEMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.3 DATA PRIVACY MANAGEMENT
9.1.3.1 Data mesh solutions to enable domain-specific control and ensure compliance
TABLE 94 DATA PRIVACY MANAGEMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 95 DATA PRIVACY MANAGEMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.4 CHATBOTS/VIRTUAL ASSISTANTS
9.1.4.1 Data mesh to enable chatbots and virtual assistants offer intelligent, context-aware, and user-centric interactions
TABLE 96 CHATBOTS/VIRTUAL ASSISTANTS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 97 CHATBOTS/VIRTUAL ASSISTANTS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.5 CAMPAIGN MANAGEMENT
9.1.5.1 Data mesh-driven campaign management applications to facilitate tailored and targeted campaigns
TABLE 98 CAMPAIGN MANAGEMENT: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 99 CAMPAIGN MANAGEMENT: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.6 IOT MONITORING
9.1.6.1 Data mesh to offer better scalability and flexibility in managing and processing real-time data streams
TABLE 100 IOT MONITORING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 101 IOT MONITORING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.7 ACCESS CONTROL
9.1.7.1 Data mesh solutions to enable access to products through self-service portals, streamlining processes and reducing reliance on central teams
TABLE 102 ACCESS CONTROL: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 103 ACCESS CONTROL: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
9.1.8 OTHER APPLICATIONS
TABLE 104 OTHER APPLICATIONS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 105 OTHER APPLICATIONS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10 DATA MESH MARKET, BY VERTICAL
10.1 INTRODUCTION
10.1.1 VERTICALS: DATA MESH MARKET DRIVERS
FIGURE 45 HEALTHCARE & LIFE SCIENCES VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 106 DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 107 DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
10.2 BFSI
10.2.1 DATA MESH IMPLEMENTATION TO ENSURE SELF-SERVICE ACCESS AND OWNERSHIP OF DATA, ENABLING FASTER DECISION-MAKING AND INNOVATION
TABLE 108 BFSI: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 109 BFSI: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.3 TELECOM
10.3.1 DATA MESH TO ENABLE FASTER DECISION-MAKING AND INNOVATION
TABLE 110 TELECOM: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 111 TELECOM: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.4 RETAIL & ECOMMERCE
10.4.1 DATA MESH SOLUTIONS TO OFFER AGILITY, REAL-TIME INSIGHTS, AND IMPROVED CUSTOMER ENGAGEMENT
TABLE 112 RETAIL & ECOMMERCE: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 113 RETAIL & ECOMMERCE: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.5 HEALTHCARE & LIFE SCIENCES
10.5.1 DATA MESH SOLUTIONS TO STREAMLINE ADMINISTRATIVE PROCESSES, OPTIMIZE RESOURCE ALLOCATION, AND REDUCE HEALTHCARE COSTS
TABLE 114 HEALTHCARE & LIFE SCIENCES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 115 HEALTHCARE & LIFE SCIENCES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.6 IT/ITES
10.6.1 DATA MESH TO EMPOWER IT TEAMS WITH SELF-SERVICE ACCESS, REAL-TIME ANALYTICS, AND FASTER SERVICE DELIVERY
TABLE 116 IT/ITES: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 117 IT/ITES: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.7 MANUFACTURING
10.7.1 DATA MESH TO OFFER DECENTRALIZED DATA OWNERSHIP, SELF-SERVICE ANALYTICS, AND REAL-TIME INSIGHTS
TABLE 118 MANUFACTURING: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 119 MANUFACTURING: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.8 GOVERNMENT & PUBLIC SECTOR
10.8.1 DATA MESH TO FACILITATE DATA ANALYSIS, TAILORED SERVICES, AND PERSONALIZED EXPERIENCES
TABLE 120 GOVERNMENT & PUBLIC SECTOR: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 121 GOVERNMENT & PUBLIC SECTOR: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.9 TRANSPORTATION & LOGISTICS
10.9.1 DATA MESH SOLUTIONS TO FACILITATE IMMEDIATE DECISION-MAKING, ROUTE OPTIMIZATION, PREDICTIVE MAINTENANCE
TABLE 122 TRANSPORTATION & LOGISTICS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 123 TRANSPORTATION & LOGISTICS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
10.10 OTHER VERTICALS
TABLE 124 OTHER VERTICALS: DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 125 OTHER VERTICALS: DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
11 DATA MESH MARKET, BY REGION
11.1 INTRODUCTION
FIGURE 46 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 47 INDIA TO WITNESS HIGHEST GROWTH DURING FORECAST PERIOD
TABLE 126 DATA MESH MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 127 DATA MESH MARKET, BY REGION, 2023–2028 (USD MILLION)
11.2 NORTH AMERICA
11.2.1 NORTH AMERICA: DATA MESH MARKET DRIVERS
11.2.2 NORTH AMERICA: RECESSION IMPACT
FIGURE 48 NORTH AMERICA: MARKET SNAPSHOT
TABLE 128 NORTH AMERICA: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 129 NORTH AMERICA: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 130 NORTH AMERICA: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 131 NORTH AMERICA: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 132 NORTH AMERICA: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 133 NORTH AMERICA: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 134 NORTH AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 135 NORTH AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 136 NORTH AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 137 NORTH AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
TABLE 138 NORTH AMERICA: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 139 NORTH AMERICA: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
TABLE 140 NORTH AMERICA: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 141 NORTH AMERICA: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 142 NORTH AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 143 NORTH AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
TABLE 144 NORTH AMERICA: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 145 NORTH AMERICA: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 146 NORTH AMERICA: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 147 NORTH AMERICA: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
11.2.3 US
11.2.3.1 Increasing adoption of cloud computing and advanced analytics solutions among US enterprises to drive market
11.2.4 CANADA
11.2.4.1 Government initiatives promoting digital transformation and investments in advanced analytics solutions to propel market growth
11.3 EUROPE
11.3.1 EUROPE: DATA MESH MARKET DRIVERS
11.3.2 EUROPE: RECESSION IMPACT
TABLE 148 EUROPE: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 149 EUROPE: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 150 EUROPE: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 151 EUROPE: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 152 EUROPE: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 153 EUROPE: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 154 EUROPE: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 155 EUROPE: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 156 EUROPE: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 157 EUROPE: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
TABLE 158 EUROPE: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 159 EUROPE: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
TABLE 160 EUROPE: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 161 EUROPE: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 162 EUROPE: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 163 EUROPE: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
TABLE 164 EUROPE: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 165 EUROPE: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 166 EUROPE: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 167 EUROPE: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
11.3.3 UK
11.3.3.1 Increasing focus on innovation and technology adoption to accelerate demand for data mesh solutions
11.3.4 GERMANY
11.3.4.1 Engineering prowess and industrial innovation to boost market
11.3.5 FRANCE
11.3.5.1 Growing focus on interoperability and standardization to accelerate market growth
11.3.6 SPAIN
11.3.6.1 Increasing digital transformation in various industries to boost data mesh adoption
11.3.7 ITALY
11.3.7.1 Burgeoning startup culture and digital innovation to fuel market growth
11.3.8 REST OF EUROPE
11.4 ASIA PACIFIC
11.4.1 ASIA PACIFIC: DATA MESH MARKET DRIVERS
11.4.2 ASIA PACIFIC: RECESSION IMPACT
FIGURE 49 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 168 ASIA PACIFIC: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 169 ASIA PACIFIC: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 170 ASIA PACIFIC: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 171 ASIA PACIFIC: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 172 ASIA PACIFIC: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 173 ASIA PACIFIC: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 174 ASIA PACIFIC: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 175 ASIA PACIFIC: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 176 ASIA PACIFIC: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 177 ASIA PACIFIC: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
TABLE 178 ASIA PACIFIC: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 179 ASIA PACIFIC: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
TABLE 180 ASIA PACIFIC: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 181 ASIA PACIFIC: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 182 ASIA PACIFIC: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 183 ASIA PACIFIC: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
TABLE 184 ASIA PACIFIC: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 185 ASIA PACIFIC: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 186 ASIA PACIFIC: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 187 ASIA PACIFIC: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
11.4.3 CHINA
11.4.3.1 Emphasis on AI development coupled with data privacy regulations to drive market
11.4.4 JAPAN
11.4.4.1 Growing emphasis on data integrity and trustworthiness to drive innovation in data governance
11.4.5 INDIA
11.4.5.1 Proliferation of mobile technology and rising demand for analytics-driven insights across various sectors to boost market
11.4.6 SOUTH KOREA
11.4.6.1 Widespread digitalization across all industries to fuel demand for data mesh solutions
11.4.7 ANZ
11.4.7.1 Strong commitment to innovation and digital transformation to propel adoption of data mesh frameworks
11.4.8 ASEAN COUNTRIES
11.4.8.1 Robust technological infrastructure and thriving digital ecosystem to accelerate market growth
11.4.9 REST OF ASIA PACIFIC
11.5 MIDDLE EAST & AFRICA
11.5.1 MIDDLE EAST & AFRICA: RECESSION IMPACT
11.5.2 MIDDLE EAST & AFRICA: DATA MESH MARKET DRIVERS
TABLE 188 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 189 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 190 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 191 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 192 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 193 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 194 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 195 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 196 MIDDLE EAST & AFRICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 197 MIDDLE EAST & AFRICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
TABLE 198 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 199 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
TABLE 200 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 201 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 202 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 203 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
TABLE 204 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 205 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 206 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 207 MIDDLE EAST & AFRICA: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
11.5.3 GCC
11.5.3.1 Robust infrastructure development and government initiatives to accelerate market growth
11.5.4 SOUTH AFRICA
11.5.4.1 Increasing emphasis on leveraging data for innovation and economic development to propel market growth
11.5.5 EGYPT
11.5.5.1 Burgeoning startup ecosystem and government initiatives to drive market
11.5.6 TURKEY
11.5.6.1 Burgeoning tech-savvy population and international partnerships to drive market
11.5.7 REST OF MIDDLE EAST
11.6 LATIN AMERICA
11.6.1 LATIN AMERICA: RECESSION IMPACT
11.6.2 LATIN AMERICA: DATA MESH MARKET DRIVERS
TABLE 208 LATIN AMERICA: DATA MESH MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 209 LATIN AMERICA: DATA MESH MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 210 LATIN AMERICA: DATA MESH MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 211 LATIN AMERICA: DATA MESH MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 212 LATIN AMERICA: DATA MESH MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 213 LATIN AMERICA: DATA MESH MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 214 LATIN AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 215 LATIN AMERICA: DATA MESH MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 216 LATIN AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
TABLE 217 LATIN AMERICA: DATA MESH SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
TABLE 218 LATIN AMERICA: DATA MESH MARKET, BY APPROACH, 2019–2022 (USD MILLION)
TABLE 219 LATIN AMERICA: DATA MESH MARKET, BY APPROACH, 2023–2028 (USD MILLION)
TABLE 220 LATIN AMERICA: DATA MESH MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
TABLE 221 LATIN AMERICA: DATA MESH MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
TABLE 222 LATIN AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2019–2022 (USD MILLION)
TABLE 223 LATIN AMERICA: DATA MESH MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)
TABLE 224 LATIN AMERICA: DATA MESH MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 225 LATIN AMERICA: DATA MESH MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 226 LATIN AMERICA: DATA MESH MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 227 LATIN AMERICA: DATA MESH MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
11.6.3 BRAZIL
11.6.3.1 Proliferation of tech startups coupled with government initiatives for digital transformation to bolster market growth
11.6.4 MEXICO
11.6.4.1 Shift toward data privacy and security measures to fuel market growth
11.6.5 ARGENTINA
11.6.5.1 Integration of machine learning algorithms and predictive analytics into decentralized data architectures to boost market
11.6.6 REST OF LATIN AMERICA
12 COMPETITIVE LANDSCAPE
12.1 OVERVIEW
12.2 KEY PLAYER STRATEGIES
TABLE 228 OVERVIEW OF STRATEGIES ADOPTED BY KEY DATA MESH VENDORS
12.3 REVENUE ANALYSIS
12.3.1 BUSINESS SEGMENT REVENUE ANALYSIS FOR KEY PLAYERS
FIGURE 50 TOP 5 PLAYERS DOMINATED MARKET IN LAST 5 YEARS
12.4 MARKET SHARE ANALYSIS
FIGURE 51 MARKET SHARE ANALYSIS OF KEY PLAYERS, 2022
TABLE 229 DATA MESH MARKET: DEGREE OF COMPETITION
12.5 VALUATION AND FINANCIAL METRICS OF KEY DATA MESH VENDORS
FIGURE 52 EV/EBITDA OF KEY DATA MESH VENDORS
12.6 YTD PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS
FIGURE 53 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY DATA MESH VENDORS
12.7 BRAND/PRODUCT COMPARATIVE ANALYSIS
FIGURE 54 BRAND/PRODUCT COMPARATIVE ANALYSIS
12.8 COMPANY EVALUATION MATRIX
12.8.1 STARS
12.8.2 EMERGING LEADERS
12.8.3 PERVASIVE PLAYERS
12.8.4 PARTICIPANTS
FIGURE 55 COMPANY EVALUATION MATRIX, 2022
12.8.5 COMPANY FOOTPRINT
TABLE 230 PRODUCT FOOTPRINT (20 COMPANIES)
TABLE 231 VERTICAL FOOTPRINT (20 COMPANIES)
TABLE 232 REGIONAL FOOTPRINT (20 COMPANIES)
TABLE 233 COMPANY FOOTPRINT (20 COMPANIES)
12.9 START-UP/SME EVALUATION MATRIX
12.9.1 PROGRESSIVE COMPANIES
12.9.2 RESPONSIVE COMPANIES
12.9.3 DYNAMIC COMPANIES
12.9.4 STARTING BLOCKS
FIGURE 56 STARTUP/SME EVALUATION MATRIX, 2022
12.9.5 COMPETITIVE BENCHMARKING
TABLE 234 DATA MESH MARKET: DETAILED LIST OF START-UPS/SMES
TABLE 235 DATA MESH MARKET: COMPETITIVE BENCHMARKING OF START-UPS/SMES
12.10 COMPETITIVE SCENARIO AND TRENDS
12.10.1 PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 236 DATA MESH MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, OCTOBER 2020–DECEMBER 2023
12.10.2 DEALS
TABLE 237 DATA MESH MARKET: DEALS, JUNE 2019–NOVEMBER 2023
12.10.3 OTHERS
TABLE 238 DATA MESH MARKET: OTHERS, AUGUST 2020–AUGUST 2023
13 COMPANY PROFILES
13.1 INTRODUCTION
13.2 KEY PLAYERS
(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
TABLE 239 IBM: BUSINESS OVERVIEW
FIGURE 57 IBM: COMPANY SNAPSHOT
TABLE 240 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 241 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 242 IBM: DEALS
13.2.2 SAP
TABLE 243 SAP: BUSINESS OVERVIEW
FIGURE 58 SAP: COMPANY SNAPSHOT
TABLE 244 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 245 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 246 SAP: DEALS
13.2.3 ORACLE
TABLE 247 ORACLE: BUSINESS OVERVIEW
FIGURE 59 ORACLE: COMPANY SNAPSHOT
TABLE 248 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 249 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 250 ORACLE: DEALS
13.2.4 INFORMATICA
TABLE 251 INFORMATICA: BUSINESS OVERVIEW
FIGURE 60 INFORMATICA: COMPANY SNAPSHOT
TABLE 252 INFORMATICA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 253 INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 254 INFORMATICA: DEALS
13.2.5 AWS
TABLE 255 AWS: BUSINESS OVERVIEW
FIGURE 61 AWS: COMPANY SNAPSHOT
TABLE 256 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 257 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 258 AWS: DEALS
TABLE 259 AWS: OTHERS
13.2.6 NETAPP
TABLE 260 NETAPP: BUSINESS OVERVIEW
FIGURE 62 NETAPP: COMPANY SNAPSHOT
TABLE 261 NETAPP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 262 NETAPP: DEALS
13.2.7 TERADATA
TABLE 263 TERADATA: BUSINESS OVERVIEW
FIGURE 63 TERADATA: COMPANY SNAPSHOT
TABLE 264 TERADATA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 265 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 266 TERADATA: DEALS
13.2.8 K2VIEW
TABLE 267 K2VIEW: BUSINESS OVERVIEW
TABLE 268 K2VIEW: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 269 K2VIEW: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 270 K2VIEW: DEALS
TABLE 271 K2VIEW: OTHERS
13.2.9 TALEND
TABLE 272 TALEND: BUSINESS OVERVIEW
TABLE 273 TALEND: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 274 TALEND: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 275 TALEND: DEALS
13.2.10 DENODO
TABLE 276 DENODO: BUSINESS OVERVIEW
TABLE 277 DENODO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 278 DENODO: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 279 DENODO: DEALS
13.3 OTHER PLAYERS
13.3.1 GOOGLE
13.3.2 MICROSOFT
13.3.3 HPE
13.3.4 SNOWFLAKE
13.3.5 RADIANT LOGIC
13.3.6 GLOBAL IDS
13.3.7 ESTUARY
13.3.8 DATAKITCHEN
13.3.9 DATABRICKS
13.3.10 CINCHY
13.3.11 INTENDA
13.3.12 ATACCAMA
13.3.13 ALATION
13.3.14 COLLIBRA
13.4 STARTUPS/SMES
13.4.1 DREMIO
13.4.2 STARBURST
13.4.3 NEXLA
13.4.4 NEXTDATA
13.4.5 HEVO DATA
13.4.6 ATLAN
13.4.7 CLUEDIN
13.4.8 STARDOG
13.4.9 ALEX SOLUTIONS
13.4.10 MONTE CARLO
*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
14.1 INTRODUCTION
14.2 DATA FABRIC MARKET
14.2.1 MARKET DEFINITION
14.2.2 MARKET OVERVIEW
14.2.2.1 Data fabric market, by component
TABLE 280 DATA FABRIC MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 281 DATA FABRIC MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
14.2.2.2 Data fabric market, by type
TABLE 282 DATA FABRIC MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 283 DATA FABRIC MARKET, BY TYPE, 2022–2027 (USD MILLION)
14.2.2.3 Data fabric market, by organization size
TABLE 284 DATA FABRIC MARKET, BY ORGANIZATION SIZE, 2018–2021 (USD MILLION)
14.2.2.4 Data fabric market, by deployment mode
TABLE 286 DATA FABRIC MARKET, BY DEPLOYMENT MODE, 2018–2021 (USD MILLION)
TABLE 287 DATA FABRIC MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
14.2.2.5 Data fabric market, by application
TABLE 288 DATA FABRIC MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 289 DATA FABRIC MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
14.2.2.6 Data fabric market, by vertical
TABLE 290 DATA FABRIC MARKET, BY VERTICAL, 2018–2021 (USD MILLION)
TABLE 291 DATA FABRIC MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
14.2.2.7 Data fabric market, by region
TABLE 292 DATA FABRIC MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 293 DATA FABRIC MARKET, BY REGION, 2022–2027 (USD MILLION)
14.3 DATA CATALOG MARKET
14.3.1 MARKET DEFINITION
14.3.2 MARKET OVERVIEW
14.3.2.1 Data catalog market, by component
TABLE 294 DATA CATALOG MARKET, BY COMPONENT, 2017–2021 (USD MILLION)
TABLE 295 DATA CATALOG MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
14.3.2.2 Data catalog market, by deployment mode
TABLE 296 DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017–2021 (USD MILLION)
TABLE 297 DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
14.3.2.3 Data catalog market, by data consumer
TABLE 298 DATA CATALOG MARKET, BY DATA CONSUMER, 2017–2021 (USD MILLION)
TABLE 299 DATA CATALOG MARKET, BY DATA CONSUMER, 2022–2027 (USD MILLION)
14.3.2.4 Data catalog market, by metadata type
TABLE 300 DATA CATALOG MARKET, BY METADATA TYPE, 2017–2021 (USD MILLION)
TABLE 301 DATA CATALOG MARKET, BY METADATA TYPE, 2022–2027 (USD MILLION)
14.3.2.5 Data catalog market, by organization size
TABLE 302 DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017–2021 (USD MILLION)
TABLE 303 DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
14.3.2.6 Data catalog market, by vertical
TABLE 304 DATA CATALOG MARKET, BY VERTICAL, 2017–2021 (USD MILLION)
TABLE 305 DATA CATALOG MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
14.3.2.7 Data catalog market, by region
TABLE 306 DATA CATALOG MARKET, BY REGION, 2017–2021 (USD MILLION)
TABLE 307 DATA CATALOG MARKET, BY REGION, 2022–2027 (USD MILLION)
15 APPENDIX
15.1 DISCUSSION GUIDE
15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
15.3 CUSTOMIZATION OPTIONS
15.4 RELATED REPORTS
15.5 AUTHOR DETAILS
