DataOps Platform Market by Offering (Platform and Services), Type (Agile Development, DevOps, and Lean Manufacturing), Deployment Mode, Vertical (BFSI, Telecommunications, and Healthcare & Life Sciences) and Region - Global Forecast to 2028

DataOps Platform Market by Offering (Platform and Services), Type (Agile Development, DevOps, and Lean Manufacturing), Deployment Mode, Vertical (BFSI, Telecommunications, and Healthcare & Life Sciences) and Region - Global Forecast to 2028



The market for DataOps platform is projected to grow from USD 3.9 billion in 2023 to USD 10.9 billion by 2028, at a CAGR of 23.0% during the forecast period. The DataOps platform plays a crucial role as a centralized hub for managing and governing data pipelines, workflows, and processes. It fosters collaboration among diverse teams to facilitate collaboration among cross-functional teams, including data engineers, data scientists, and analysts. By providing a range of tools and capabilities, the platform enables automation, monitoring, and control of the end-to-end data lifecycle. This centralized approach ensures streamlined operations and efficient collaboration, empowering organizations to effectively utilize and derive value from their data assets.

The agile development segment is projected to hold the largest market share during the forecast period

By type, the market is divided into agile development, DevOps, Lean Manufacturing. Agile Development in the DataOps platform helps organizations to enhance their ability to respond to changing business needs, improve project visibility and transparency, foster collaboration and innovation, and achieve faster time-to-value for their data initiatives. It empowers teams to efficiently manage data operations, optimize data processes, and deliver actionable insights dynamically and iteratively. During the forecast period, the agile development is anticipated to hold the largest market share.

Among offerings, the services segment is anticipated to grow at a highest CAGR during the forecast period

Services in a DataOps platform encompass a wide range of functionalities and capabilities designed to facilitate efficient and effective data operations and management. These services are specifically tailored to address the challenges and requirements of handling data throughout its lifecycle. Services in the DataOps platform facilitate decision-making for businesses by integrating efficient AI capabilities, real-time analytics, and insight delivery into the applications. During the forecast period, the services segment is anticipated to grow at the highest CAGR.

North America to account for the largest market size during the forecast period

During the forecast period, North America is estimated to account for the largest size of the market for DataOps platform. The region has a thriving technology industry that is driving the adoption of DataOps platforms. Many of the world's leading technology companies are based in North America, and these companies are investing heavily in data infrastructure and analytics capabilities. The emergence of new technologies that make it easier to manage and analyze data is driving the adoption of DataOps platforms in North America.

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 DataOps platform market.

By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%

By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%

By Region: APAC: 30%, Europe: 20%, North America: 45%, Rest of World: 5%

The report includes the study of key players offering DataOps platform solutions and services. It profiles major vendors in the global market. The major vendors Microsoft (US), IBM (US), Oracle (US), AWS (US), Informatica (US), Teradata (US), Wipro (India), Accenture (Ireland), SAS Institute (US), Hitachi Vantara (US), DataKitchen (US), Atlan (Singapore), Dataiku (US), Fosfor (India), Databricks (US), StreamSets (US), Talend (US), Collibra (US), Celonis (US), BMC Software (US), Saagie (France), Composable Analytics (US), Tengu.io (Belgium), Unravel Data (US), Monte Carlo Data (US), Census (US), RightData (US), Zaloni (US), Datafold (US), DataOps.live (UK), K2view (Israel).

Research Coverage

The market study covers DataOps platform across segments. It aims at estimating the market size and the growth potential across different segments, such as offering, type, deployment mode, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for DataOps platform and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (increased data complexity and data volumes, rise in need to gain real-time insights, increased demand for cloud solutions, and extensive focus on data-driven insights), restraints (data privacy and security concerns, budget constrain due to high investment), opportunities (need to bridge gap between data engineers and data analysts, need for data teams to keep pace with rapidly changing requirements), and challenges (lack of awareness and understanding of DataOps, need to mitigate the challenges of skilled talent shortage) influencing the growth of the DataOps platform market

Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the DataOps platform market

Market Development: Comprehensive information about lucrative markets – the report analyses DataOps platform market across varied regions

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in DataOps platform market strategies; the report also helps stakeholders understand the pulse of the DataOps platform market and provides them with information on key market drivers, restraints, challenges, and opportunities.

Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players such as IBM (US), Microsoft (US), Oracle (US), AWS (US) among others in the DataOps platform market.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • STUDY SCOPE
      • MARKET SEGMENTATION
      • REGIONS COVERED
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table UNITED STATES DOLLAR EXCHANGE RATE, 2019-2022
    • STAKEHOLDERS
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
        • Table PRIMARY INTERVIEWS
    • DATA TRIANGULATION
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
      • BOTTOM-UP APPROACH
    • MARKET FORECAST
      • Table FACTOR ANALYSIS
    • ASSUMPTIONS
    • LIMITATIONS
    • IMPLICATIONS OF RECESSION ON GLOBAL DATAOPS PLATFORM MARKET
      • Table IMPACT OF RECESSION ON THE GLOBAL DATAOPS PLATFORM MARKET
  • EXECUTIVE SUMMARY
    • Table GLOBAL DATAOPS PLATFORM MARKET SIZE AND GROWTH RATE, 2019-2022 (USD MILLION, Y-O-Y %)
    • Table GLOBAL DATAOPS PLATFORM MARKET SIZE AND GROWTH RATE, 2023-2028 (USD MILLION, Y-O-Y %)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES IN DATAOPS PLATFORM MARKET
    • DATAOPS PLATFORM MARKET: BY TYPE
    • NORTH AMERICA: DATAOPS PLATFORM MARKET, BY OFFERING AND TOP THREE VERTICALS
    • DATAOPS PLATFORM MARKET: BY REGION
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • CASE STUDY ANALYSIS
      • HEALTHCARE AND LIFE SCIENCES
      • BFSI
      • RETAIL AND ECOMMERCE
      • TELECOM
      • MANUFACTURING
      • EDUCATION
    • BRIEF HISTORY OF DATAOPS PLATFORMS
    • DATAOPS PLATFORM MARKET: ECOSYSTEM
      • Table DATAOPS PLATFORM MARKET: CLOUD PROVIDERS
      • Table DATAOPS PLATFORM MARKET: PLATFORM PROVIDERS
      • Table DATAOPS PLATFORM MARKET: SERVICE PROVIDERS
      • Table DATAOPS PLATFORM MARKET: REGULATORY BODIES
    • DATAOPS PLATFORM ARCHITECTURE
    • DATAOPS PROCESS STRUCTURE
      • DATA ANALYTICS PIPELINES
      • CI/CD FOR DATA OPERATIONS
    • SUPPLY CHAIN ANALYSIS
    • PRICING MODEL ANALYSIS
      • Table AVERAGE SELLING PRICE ANALYSIS, 2023
    • PATENT ANALYSIS
      • METHODOLOGY
      • DOCUMENT TYPE
        • Table PATENTS FILED, 2013-2023
      • INNOVATION AND PATENT APPLICATIONS
        • Table TOP 12 PATENT OWNERS IN THE DATAOPS PLATFORM MARKET, 2013-2023
        • Table LIST OF PATENTS IN DATAOPS PLATFORM MARKET, 2021-2023
    • TECHNOLOGY ANALYSIS
      • RELATED TECHNOLOGY
      • ALLIED TECHNOLOGY
    • PORTER’S FIVE FORCES ANALYSIS
      • Table PORTER’S FIVE FORCES ANALYSIS
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • KEY CONFERENCES & EVENTS
      • Table DATAOPS PLATFORM MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023-2024
    • REGULATORY LANDSCAPE
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • REGULATIONS, BY REGION
      • REGULATORY IMPLICATIONS AND INDUSTRY STANDARDS
    • KEY STAKEHOLDERS & BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE VERTICALS
    • DISRUPTIONS IMPACTING BUYERS/CLIENTS IN DATAOPS PLATFORM MARKET
    • TECHNOLOGY ROADMAP OF DATAOPS PLATFORM
      • Table SHORT-TERM ROADMAP, 2023-2025
      • Table MID-TERM ROADMAP, 2026-2028
      • Table LONG-TERM ROADMAP, 2029-2030
    • BUSINESS MODEL OF DATAOPS PLATFORM
      • API-BASED
      • CLOUD-BASED
    • KEY DIFFERENCES BETWEEN DATAOPS AND DEVOPS
    • FEATURES OF A DATAOPS PLATFORM
      • DATA PIPELINE ORCHESTRATION
      • TESTING AND PRODUCTION QUALITY
      • DEPLOYMENT AUTOMATION
      • DATA SCIENCE MODEL DEPLOYMENT/SANDBOX MANAGEMENT
    • BEST PRACTICES FOR DATAOPS PLATFORM MARKET
      • CATALOG DATA ASSETS AND PIPELINE
      • APPLY DATA GOVERNANCE FRAMEWORK
      • MONITOR, DOCUMENT, AND REMEDIATE DATA QUALITY
      • AUTOMATE DATA SOURCE AND PIPELINE DEPLOYMENT
      • MONITOR AND OPTIMIZE DATA SOURCE AND PIPELINE PERFORMANCE
  • DATAOPS PLATFORM MARKET, BY OFFERING
    • INTRODUCTION
      • OFFERING: DATAOPS PLATFORM MARKET DRIVERS
        • Table DATAOPS PLATFORM MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table DATAOPS PLATFORM MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • PLATFORM
      • Table PLATFORM: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table PLATFORM: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • DATA INTEGRATION
      • DATA QUALITY
      • DATA GOVERNANCE
      • MASTER DATA MANAGEMENT
      • DATA ANALYTICS
      • AUTOMATION
      • COLLABORATION
      • DATA VISUALIZATION
      • OTHERS
    • SERVICES
      • Table SERVICES: DATAOPS PLATFORM MARKET, BY TYPE, 2019-2022 (USD MILLION)
      • Table SERVICES: DATAOPS PLATFORM MARKET, BY TYPE, 2023-2028 (USD MILLION)
      • Table SERVICES: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table SERVICES: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • PROFESSIONAL SERVICES
        • Table PROFESSIONAL SERVICES: DATAOPS PLATFORM MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table PROFESSIONAL SERVICES: DATAOPS PLATFORM MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table PROFESSIONAL SERVICES: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PROFESSIONAL SERVICES: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table CONSULTING SERVICES: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table CONSULTING SERVICES: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table DEPLOYMENT & INTEGRATION: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table DEPLOYMENT & INTEGRATION: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table TRAINING, SUPPORT, &MAINTENANCE: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table TRAINING, SUPPORT, &MAINTENANCE: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • MANAGED SERVICES
        • Table MANAGED SERVICES: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table MANAGED SERVICES: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
  • DATAOPS PLATFORM MARKET, BY TYPE
    • INTRODUCTION
      • TYPE: DATAOPS PLATFORM MARKET DRIVERS
        • Table DATAOPS PLATFORM MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table DATAOPS PLATFORM MARKET, BY TYPE, 2023-2028 (USD MILLION)
    • AGILE DEVELOPMENT
      • NEED TO OFFER EFFICIENT WORKFLOWS AND FASTER TIME -TOMARKET FOR DATA ANALYTICS TO DRIVE GROWTH
        • Table AGILE DEVELOPMENT: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AGILE DEVELOPMENT: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
    • DEVOPS
      • USE IN EFFICIENT DATAOPS PLATFORM DEVELOPMENT AND DELIVERY TO DRIVE DEMAND
        • Table DEVOPS: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table DEVOPS: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
    • LEAN MANUFACTURING
      • ABILITY TO ELIMINATE INEFFICIENCIES AND STREAMLINE DATA WORKFLOWS TO BOOST ADOPTION
        • Table LEAN MANUFACTURING DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table LEAN MANUFACTURING: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
  • DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE
    • INTRODUCTION
      • DEPLOYMENT MODE: DATAOPS PLATFORM MARKET DRIVERS
        • Table DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • CLOUD
      • Table CLOUD: DATAOPS PLATFORM MARKET, BY TYPE 2019-2022 (USD MILLION)
      • Table CLOUD: DATAOPS PLATFORM MARKET, BY TYPE, 2023-2028 (USD MILLION)
      • Table CLOUD: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table CLOUD: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • PUBLIC CLOUD
        • Table PUBLIC CLOUD: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PUBLIC CLOUD: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • PRIVATE CLOUD
        • Table PRIVATE CLOUD: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PRIVATE CLOUD: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • HYBRID CLOUD
        • Table HYBRID CLOUD: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table HYBRID CLOUD: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
    • ON-PREMISES
      • BENEFITS SUCH AS HIGH PERFORMANCE AND GREATER CONTROL TO BOOST ADOPTION
        • Table ON-PREMISES: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table ON-PREMISES: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
  • DATAOPS PLATFORM MARKET, BY VERTICAL
    • INTRODUCTION
      • VERTICAL: DATAOPS PLATFORM MARKET DRIVERS
        • Table DATAOPS PLATFORM MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table DATAOPS PLATFORM MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • BFSI
      • Table BFSI: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table BFSI: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • FINANCIAL DATA OPTIMIZATION
      • FRAUDULENT TRANSACTIONS IDENTIFICATION
      • CREDIT SCORING
      • INVESTMENT ANALYSIS
      • OTHER BFSI APPLICATIONS
    • HEALTHCARE & LIFE SCIENCES
      • Table HEALTHCARE & LIFE SCIENCES: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table HEALTHCARE & LIFE SCIENCES: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • CLINICAL TRIAL MANAGEMENT
      • ELECTRONIC HEALTH RECORD
      • PRECISION MEDICINE
      • DRUG DISCOVERY
      • OTHER HEALTHCARE & LIFE SCIENCES APPLICATIONS
    • RETAIL & ECOMMERCE
      • Table RETAIL & ECOMMERCE: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table RETAIL & ECOMMERCE: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • PRICING OPTIMIZATION
      • PERSONALIZED PRODUCT RECOMMENDATION
      • INVENTORY MANAGEMENT
      • DEMAND FORECASTING
      • OTHER RETAIL & ECOMMERCE APPLICATIONS
    • MANUFACTURING
      • Table MANUFACTURING: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table MANUFACTURING: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • PREDICTIVE MAINTENANCE
      • SUPPLY CHAIN OPTIMIZATION
      • PRODUCT QUALITY CONTROL
      • PRODUCT PLANNING AND SCHEDULING
      • OTHER MANUFACTURING APPLICATIONS
    • GOVERNMENT & DEFENSE
      • Table GOVERNMENT & DEFENSE: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table GOVERNMENT & DEFENSE: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • PUBLIC SAFETY
      • INTELLIGENCE GATHERING AND ANALYSIS
      • EMERGENCY RESPONSE
      • GEOSPATIAL ANALYSIS
      • OTHER GOVERNMENT & DEFENSE APPLICATIONS
    • TELECOMMUNICATIONS
      • Table TELECOMMUNICATIONS: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table TELECOMMUNICATIONS: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • NETWORK SECURITY
      • NETWORK PERFORMANCE
      • REAL-TIME ANALYTICS
      • NETWORK CAPACITY PLANNING
      • OTHER TELECOMMUNICATIONS APPLICATIONS
    • TRANSPORTATION & LOGISTICS
      • Table TRANSPORTATION & LOGISTICS: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table TRANSPORTATION &LOGISTICS: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • ROUTE OPTIMIZATION
      • REAL-TIME TRACKING
      • FLEET MANAGEMENT
      • OTHER TRANSPORTATION & LOGISTICS APPLICATIONS
    • IT/ITES
      • Table IT/ITES: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table IT/ITES: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • SOFTWARE DEVELOPMENT
      • IT INFRASTRUCTURE MANAGEMENT
      • APPLICATION PERFORMANCE MANAGEMENT
      • INCIDENT MANAGEMENT
      • OTHER IT/ITES APPLICATIONS
    • MEDIA & ENTERTAINMENT
      • Table MEDIA & ENTERTAINMENT: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table MEDIA & ENTERTAINMENT: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
      • CONTENT RECOMMENDATION
      • AD TARGETING
      • CONTENT OPTIMIZATION
      • AUDIENCE SEGMENTATION
      • OTHER MEDIA & ENTERTAINMENT APPLICATIONS
    • OTHER VERTICALS
      • LEVERAGING THE POWER OF DATA AND ANALYTICS TO STREAMLINE OPERATIONS AND IMPROVE SERVICES TO SPUR DEMAND
        • Table OTHER VERTICALS: DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table OTHER VERTICALS: DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
  • DATAOPS PLATFORM MARKET, BY REGION
    • INTRODUCTION
      • Table DATAOPS PLATFORM MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table DATAOPS PLATFORM MARKET, BY REGION, 2023-2028 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: DATAOPS PLATFORM MARKET DRIVERS
      • NORTH AMERICA: RECESSION IMPACT
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY SERVICES, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY PROFESSIONAL SERVICES, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY CLOUD TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY CLOUD TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: DATAOPS PLATFORM MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • US
      • CANADA
    • EUROPE
      • EUROPE: DATAOPS PLATFORM MARKET DRIVERS
      • EUROPE: RECESSION IMPACT
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY SERVICES, 2019-2022 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY PROFESSIONAL SERVICES, 2019-2022 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY CLOUD TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY CLOUD TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table EUROPE: DATAOPS PLATFORM MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • UK
      • GERMANY
      • FRANCE
      • ITALY
      • SPAIN
      • REST OF EUROPE
    • ASIA PACIFIC
      • ASIA PACIFIC: DATAOPS PLATFORM MARKET DRIVERS
      • ASIA PACIFIC: IMPACT OF RECESSION
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY SERVICES, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY PROFESSIONAL SERVICES, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY CLOUD TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY CLOUD TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: DATAOPS PLATFORM MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • INDIA
      • JAPAN
      • CHINA
      • AUSTRALIA AND NEW ZEALAND
      • SOUTH KOREA
      • ASEAN
      • REST OF ASIA PACIFIC
    • MIDDLE EAST & AFRICA
      • MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET DRIVERS
      • MIDDLE EAST & AFRICA: IMPACT OF RECESSION
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY SERVICES, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY PROFESSIONAL SERVICES, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY CLOUD TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY CLOUD TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DATAOPS PLATFORM MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • SAUDI ARABIA
      • UAE
      • SOUTH AFRICA
      • ISRAEL
      • REST OF MIDDLE EAST & AFRICA
    • LATIN AMERICA
      • LATIN AMERICA: DATAOPS PLATFORM MARKET DRIVERS
      • LATIN AMERICA: IMPACT OF RECESSION
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY SERVICES, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY SERVICES, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY PROFESSIONAL SERVICES, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY PROFESSIONAL SERVICES, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY CLOUD TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY CLOUD TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: DATAOPS PLATFORM MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • BRAZIL
      • MEXICO
      • ARGENTINA
      • REST OF LATIN AMERICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • STRATEGIES ADOPTED BY KEY PLAYERS
      • Table OVERVIEW OF STRATEGIES ADOPTED BY KEY DATAOPS PLATFORM VENDORS
    • REVENUE ANALYSIS
      • HISTORICAL REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • Table DATAOPS PLATFORM MARKET: DEGREE OF COMPETITION
    • COMPANY EVALUATION QUADRANT
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
      • COMPETITIVE BENCHMARKING
        • Table DATAOPS PLATFORM MARKET: PRODUCT FOOTPRINT ANALYSIS OF KEY PLAYERS, 2022
    • STARTUPS/SMES EVALUATION QUADRANT
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
      • STARTUPS/SMES COMPETITIVE BENCHMARKING
        • Table DATAOPS PLATFORM MARKET: DETAILED LIST OF KEY STARTUPS/SMES
        • Table DATAOPS PLATFORM MARKET: PRODUCT FOOTPRINT ANALYSIS OF STARTUPS/SMES, 2023
    • DATAOPS PLATFORM PRODUCT LANDSCAPE
      • Table COMPARATIVE ANALYSIS OF DATA INTEGRATION PRODUCTS
      • Table COMPARATIVE ANALYSIS OF DATA PREPARATION PRODUCTS
      • Table COMPARATIVE ANALYSIS OF DATA CATALOG PRODUCTS
    • COMPETITIVE SCENARIO AND TRENDS
      • PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SERVICE/PRODUCT LAUNCHES AND ENHANCEMENTS, 2019-2023
      • DEALS
        • Table DEALS, 2019-2023
    • VALUATION AND FINANCIAL METRICS OF KEY DATAOPS PLATFORM VENDORS
    • YEAR TO-DATE (YTD) PRICE TOTAL RETURN AND STOCK BETA OF KEY DATAOPS PLATFORM VENDORS
  • COMPANY PROFILES
    • INTRODUCTION
    • MAJOR PLAYERS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table IBM: DEALS
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
        • Table MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table MICROSOFT: DEALS
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
        • Table ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ORACLE: DEALS
      • AWS
        • Table AWS: BUSINESS OVERVIEW
        • Table AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table AWS: DEALS
      • INFORMATICA
        • Table INFORMATICA: BUSINESS OVERVIEW
        • Table INFORMATICA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table INFORMATICA: DEALS
        • Table INFORMATICA: OTHERS
      • TERADATA
        • Table TERADATA: BUSINESS OVERVIEW
        • Table TERADATA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table TERADATA: DEALS
        • Table TERADATA: OTHERS
      • WIPRO
        • Table WIPRO: BUSINESS OVERVIEW
        • Table WIPRO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table WIPRO: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table WIPRO: DEALS
      • ACCENTURE
        • Table ACCENTURE: BUSINESS OVERVIEW
        • Table ACCENTURE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ACCENTURE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table ACCENTURE: DEALS
      • SAS INSTITUTE
        • Table SAS INSTITUTE: BUSINESS OVERVIEW
        • Table SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SAS INSTITUTE: DEALS
      • HITACHI VANTARA
        • Table HITACHI VANTARA: BUSINESS OVERVIEW
        • Table HITACHI VANTARA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table HITACHI VANTARA: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table HITACHI VANTARA: DEALS
      • DATAKITCHEN
        • Table DATAKITCHEN: BUSINESS OVERVIEW
        • Table DATAKITCHEN: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table DATAKITCHEN: PRODUCT LAUNCHES AND ENHANCEMENTS
      • ATLAN
        • Table ATLAN: BUSINESS OVERVIEW
        • Table ATLAN: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ATLAN: DEALS
      • DATAIKU
        • Table DATAIKU: BUSINESS OVERVIEW
        • Table DATAIKU: PRODUCTS/SOLUTION/SERVICES OFFERED
        • Table DATAIKU: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table DATAIKU: DEALS
        • Table DATAIKU: OTHERS
      • FOSFOR
        • Table FOSFOR: BUSINESS OVERVIEW
        • Table FOSFOR: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table FOSFOR: DEALS
      • DATABRICKS
        • Table DATABRICKS: BUSINESS OVERVIEW
        • Table DATABRICKS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table DATABRICKS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table DATABRICKS: DEALS
        • Table DATABRICKS: OTHERS
    • OTHER PLAYERS
      • BMC SOFTWARE
        • Table BMC SOFTWARE: BUSINESS OVERVIEW
        • Table BMC SOFTWARE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table BMC SOFTWARE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table BMC SOFTWARE: DEALS
      • STREAMSETS
        • Table STREAMSETS: BUSINESS OVERVIEW
        • Table STREAMSETS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table STREAMSETS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table STREAMSETS: DEALS
      • TALEND
        • Table TALEND: BUSINESS OVERVIEW
        • Table TALEND: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table TALEND: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table TALEND: DEALS
      • COLLIBRA
        • Table COLLIBRA: BUSINESS OVERVIEW
        • Table COLLIBRA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table COLLIBRA: PRODUCT LAUNCHES
        • Table COLLIBRA: DEALS
        • Table COLLIBRA: OTHERS
      • CELONIS
      • SAAGIE
      • COMPOSABLE ANALYTICS
      • TENGU.IO
      • UNRAVEL DATA
      • MONTE CARLO DATA
      • CENSUS
      • RIGHTDATA
      • ZALONI
      • DATAFOLD
      • DATAOPS.LIVE
      • K2VIEW
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
    • ADVANCED ANALYTICS MARKET-GLOBAL FORECAST TO 2026
      • MARKET DEFINITION
      • MARKET OVERVIEW
      • ADVANCED ANALYTICS MARKET, BY COMPONENT
        • Table ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2016-2020 (USD MILLION)
        • Table ADVANCED ANALYTICS MARKET SIZE, BY COMPONENT, 2021-2026 (USD MILLION)
      • ADVANCED ANALYTICS MARKET, BY BUSINESS FUNCTION
        • Table ADVANCED ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2016-2020 (USD MILLION)
        • Table ADVANCED ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2021-2026 (USD MILLION)
      • ADVANCED ANALYTICS MARKET, BY TYPE
        • Table ADVANCED ANALYTICS MARKET SIZE, BY TYPE, 2016-2020 (USD MILLION)
        • Table ADVANCED ANALYTICS MARKET SIZE, BY TYPE, 2021-2026 (USD MILLION)
      • ADVANCED ANALYTICS MARKET, BY DEPLOYMENT MODE
        • Table ADVANCED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2016-2020 (USD MILLION)
        • Table ADVANCED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021-2026 (USD MILLION)
      • ADVANCED ANALYTICS MARKET, BY ORGANIZATION SIZE
        • Table ADVANCED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2016-2020 (USD MILLION)
        • Table ADVANCED ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021-2026 (USD MILLION)
      • ADVANCED ANALYTICS MARKET, BY VERTICAL
        • Table ADVANCED ANALYTICS MARKET SIZE, BY VERTICAL, 2016-2020 (USD MILLION)
        • Table ADVANCED ANALYTICS MARKET SIZE, BY VERTICAL, 2021-2026 (USD MILLION)
      • ADVANCED ANALYTICS MARKET, BY REGION
        • Table ADVANCED ANALYTICS MARKET SIZE, BY REGION, 2016-2020 (USD MILLION)
        • Table ADVANCED ANALYTICS MARKET SIZE, BY REGION, 2021-2026 (USD MILLION)
    • DATA CATALOG MARKET-GLOBAL FORECAST TO 2027
      • MARKET DEFINITION
      • MARKET OVERVIEW
      • DATA CATALOG MARKET, BY COMPONENT
        • Table DATA CATALOG MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table DATA CATALOG MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • DATA CATALOG MARKET, BY SERVICE
        • Table SERVICES: DATA CATALOG MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table SERVICES: DATA CATALOG MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • DATA CATALOG MARKET, BY DEPLOYMENT MODE
        • Table DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2017-2021 (USD MILLION)
        • Table DATA CATALOG MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
      • DATA CATALOG MARKET, BY DATA CONSUMER
        • Table DATA CATALOG MARKET, BY DATA CONSUMER, 2017-2021 (USD MILLION)
        • Table DATA CATALOG MARKET, BY DATA CONSUMER, 2022-2027 (USD MILLION)
      • DATA CATALOG MARKET, BY METADATA TYPE
        • Table DATA CATALOG MARKET, BY METADATA TYPE, 2017-2021 (USD MILLION)
        • Table DATA CATALOG MARKET, BY METADATA TYPE, 2022-2027 (USD MILLION)
      • DATA CATALOG MARKET, BY ORGANIZATION SIZE
        • Table DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2017-2021 (USD MILLION)
        • Table DATA CATALOG MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
      • DATA CATALOG MARKET, BY VERTICAL
        • Table DATA CATALOG MARKET, BY VERTICAL, 2017-2021 (USD MILLION)
        • Table DATA CATALOG MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
      • DATA CATALOG MARKET, BY REGION
        • Table DATA CATALOG MARKET, BY REGION, 2017-2021 (USD MILLION)
        • Table DATA CATALOG MARKET, BY REGION, 2022-2027 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
    • CUSTOMIZATIONS OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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