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DQLabs Named a Visionary in the 2026 Gartner® Magic Quadrant™ for Augmented Data Quality Solutions

DQLabs is the Only vendor positioned in the Visionary Quadrant for the Second consecutive year.

DQLabs, a leading provider of Data Observability and Quality platform, today announced its recognition as a Visionary in the Gartner® Magic Quadrant™ for Augmented Data Quality Solutions 2026 for the second time in a row. “We believe this recognition reflects DQLabs’ commitment to shaping the future of the data observability and quality market, shifting from reactive quality approach to autonomous, AI-native data platform designed for analytics and AI at scale,” said Raj Joseph, Founder and CEO of DQLabs.

Read the full Magic Quadrant report for free on the DQLabs website https://www.dqlabs.ai/2026-gartner-magic-quadrant-for-augmented-data-quality-solutions/

DQLabs offers Prizm, which is Industry’s first AI-native platform that unifies context, data observability, and quality into a single control plane that continuously understands data, evaluates its trustworthiness, and operates across the enterprise. Built with an agentic core and autonomous intelligence, Prizm learns from metadata, lineage, usage patterns, and outcomes to gather context that helps prioritize what matters, monitor and detect issues early, and orchestrate resolution with minimal human intervention—while keeping humans in control through AI stewardship.

We believe the following are DQLabs Strengths:

  • AI-Native, Multi-Agent Architecture - Prizm by DQLabs is built around autonomous, role-driven agents that continuously profile, prioritize, analyze, and remediate data issues—reducing manual intervention and enabling scalable data trust.
  • Unified Context Across Quality, Observability, and Lineage - Prizm by DQLabs connects observability signals, data quality metrics, lineage, usage, and business context into a single control plane—ensuring issues are also understood in terms of impact.
  • Criticality-Driven Prioritization - Prizm by DQLabs automatically identifies and prioritizes business-critical data assets, focusing on monitoring depth and remediation efforts where impact is highest, rather than treating all data equally.
  • Built for AI-Ready Data at Scale - Prizm by DQLabs continuously evaluates data fitness for analytics, ML, and GenAI use cases—helping organizations scale AI initiatives with confidence, accountability, and reduced operational risk.

Customers consistently rank DQLabs as a leader in data quality, with a 4.7-star rating on Gartner Peer Insights, based on 60 reviews as of February 16th, 2026. "One of the best AI powered Data Quality and Observability Solutions on the Market", noted a Director of Data and Analytics in their review on Gartner Peer Insights. Read more DQLabs reviews here.

Additional Resources

  1. Download a complimentary copy of the report, 2026 Gartner® Magic Quadrant™ for Augmented Data Quality Solutions.
  2. Learn why DQLabs was recognized as a 2024 Customers' Choice for Augmented Data Quality Solutions.
  3. Reserve your seat at Prizm World Tour Orlando, Sponsored by DQLabs on 8th March 2026.
  4. Join us at the Gartner Data & Analytics Summit 2026 to discover Prizm (at DQLabs Booth 124) and hear from our CEO in the session, “Prizm by DQLabs: The AI-Native Platform for AI-Ready Data.”

Gartner Disclaimer

Gartner, Magic Quadrant for Augmented Data Quality Solutions, Sue Waite, Divya Radhakrishnan, Amy Bickel, 11 February 2026

Gartner, Voice of the Customer for Augmented Data Quality Solutions, Peer Contributors, 23 February 2024

Gartner® and Peer Insights™ are trademarks of Gartner, Inc. and/or its affiliates. All rights reserved. Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences, and should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. Gartner does not endorse any vendor, product or service depicted in this content nor makes any warranties, expressed or implied, with respect to this content, about its accuracy or completeness, 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 MAGIC QUADRANT and PEER INSIGHTS is a registered trademark of Gartner, Inc. and/or its affiliates and are used herein with permission. All rights reserved.

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.

For more information visit: https://www.dqlabs.ai

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