As organizations accelerate toward AI-driven outcomes, data and analytics leaders are under pressure to deliver trusted, high-quality data across increasingly fragmented environments.
The 2025 Gartner® Market Guide for DataOps Tools outlines how DataOps is evolving into a foundational enabler for AI readiness, and what leaders need to know to streamline orchestration, automation, and observability.
“The DataOps market has evolved into a strategic data management foundational capability, driven by the increased need for optimized data pipelines to support AI initiatives and growing analytic use cases.”
— Gartner®, Market Guide for DataOps Tools, 24 October 2025
In this report, Gartner offers strategic insights and practical guidance to help you:
- Build a scalable DataOps strategy that unifies orchestration, testing, and continuous data quality
- Simplify tool selection across DataOps, observability, and integration platforms to reduce operational friction
- Understand market trends, emerging AI-assisted capabilities, and how leading vendors are shaping the future of DataOps
Gartner, Market Guide for DataOps Tools,” Robert Thanaraj, Sharat Menon, Michael Simone, 24 October 2025. Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.. GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally, and is used herein with permission. All rights reserved.