Gartner Research

Critical Capabilities for Augmented Data Quality Solutions

Published: 11 March 2025

Summary

Augmented data quality solutions use active metadata, AI and graph technologies to automate the detection, triaging and remediation of data quality issues at scale. This research will help data and analytics leaders evaluate the solutions’ critical capabilities for their data quality use cases.

Included in Full Research

  • Ab Initio
  • Anomalo
  • Ataccama
  • CluedIn
  • DQLabs
  • Experian
  • IBM
  • Informatica
  • Irion
  • Precisely
  • Qlik
  • SAS
  • Active Metadata Support
  • Alerts, Notifications and Visual
  • Data Transformations
  • Matching, Linking and Merging
  • Profiling and Monitoring/Detection
  • Rule Discovery, Creation and Mgmt
  • Unstructured Data Support
  • Usability, Workflow and Issue Res
  • Analytics, AI and Machine Learning
  • Data Engineering
  • Data and Analytics Governance
  • Master Data Management
  • Operational/Transactional Data Quality

Analysts:

Divya Radhakrishnan,  Melody Chien,  Sue Waite

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Critical Capabilities: A deeper look into provider offerings

How does a Critical Capabilities report work?

As a companion to the Magic Quadrant™, a Critical Capabilities report scores competing products and services against a set of meaningful differentiators. It reveals which options are the best fit in various use cases to help you focus on the vendors best suited to your needs.

A Critical Capabilities report is more than just a diagram. You also get:
Sharper focus

Narrow down the product and service criteria most important to you.

Individualized use cases

Use interactive features to customize usage scenarios based on your organization’s unique needs.

Faster decision making

Use data to speed up provider selection and accelerate the procurement process.

A Gartner Critical Capabilities report is just one of our many offerings.

We provide actionable, objective insight to help organizations make smarter, faster technology decisions to stay ahead of disruption and accelerate growth.

Pick the right provider with confidence

We use a Critical Capabilities report, the Magic Quadrant and more to ensure you select the best-fit provider to avoid the costly repercussions of a poor decision.

Align deal structures and optimize spend

We benchmark pricing against the market so you avoid unnecessary charges.

Reduce complexity and risk

We analyze contract terms and conditions to protect you against future price increases and unanticipated costs.

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