Gartner Research

Introducing DataOps Into Your Data Management Discipline

Published: 31 October 2019

ID: G00376495

Analyst(s): Ted Friedman , Nick Heudecker


To relieve bottlenecks and barriers in delivery of data and analytics solutions, organizations need to change the way they work. By introducing DataOps techniques in a focused manner, data and analytics leaders can affect a shift toward more rapid, flexible and reliable delivery of data pipelines.

Table Of Contents
  • Key Challenges



  • Apply Agile (DevOps) Techniques to Your Data and Analytics Work
  • Enable Collaboration Across Key Roles Involved in Delivery of Data Pipelines
  • Start With a Focus on Requirements Definition, Development and Tracking Value
  • Apply DataOps Techniques to Struggling or Failing Projects and Pipelines

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