Gartner Research

Modern Data and Analytics Requirements Demand a Convergence of Data Management Capabilities

Published: 11 September 2019

ID: G00378476

Analyst(s): Ankush Jain , Guido De Simoni , Melody Chien , Ehtisham Zaidi


Due to changing requirements, modern data and analytics use cases need a portfolio of capabilities that cannot be fulfilled by existing, stand-alone products. Data and analytics leaders must invest in new data management solutions that leverage aggregated and integrated capabilities.

Table Of Contents
  • Impacts


Impacts and Recommendations

  • Demand for Disparate Data Management Tools in One Comprehensive Solution Is Growing
    • 1. Data Integration and Data Catalog Tool Convergence
    • 2. Data Integration and Data Quality Tool Convergence
  • The Data Management Market Often Presents Similar Capabilities Across Tools
  • Organizations Need a Set of Capabilities to Fulfill Broader Use-Case-Specific Requirements
    • Enterprise Metadata Management
    • Data Catalog
    • Data and Analytics Governance

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