Alation Data Quality

Trust your data. Act with confidence.

Alation Data Quality surfaces and monitors your most valuable data—using agentic AI and metadata—to drive trusted decisions and AI at scale.

Alation data quality dashboard showing 88% overall health score with metrics for timeliness, uniqueness, and monitoring coverage.
$5M+

Over 25% of organizations lose more than $5 million annually due to poor data quality, with 7% losing $25 million or more

(Forrester, 2023)

94%

Up to 94% of time in complex industries is spent preparing data for analytics and AI—leaving little room for innovation

(Gartner, State of Metadata Management: Aggressively Pursue Metadata to Enable AI and Generative AI, 2024)

40%

Enterprises without a metadata-driven approach to modernization spend up to 40% more on data management

(Gartner, State of Metadata Management: Aggressively Pursue Metadata to Enable AI and Generative AI, 2024)

Key advantages of Alation Data Quality

Alation Data Quality delivers intelligent, instant, and proactive data quality—powered by agentic AI and metadata. It surfaces what matters most, applies the right rules fast, and helps resolve issues in the flow of work—all within the Alation Agentic Data Intelligence Platform.

Intelligent data quality to measure what matters

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Alation Data Quality uses query patterns, usage metrics, and behavior signals to identify critical data assets—so you can focus quality efforts where they drive the most business value.

Alation data quality monitor setup screen showing asset selection interface with various database tables from Acme Incorporated.

Instant data quality with AI that does the heavy lifting

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AI recommends quality checks automatically—no manual rule-writing. You can apply or modify them to get fast, scalable coverage across data sources, closing the data trust gap and accelerating time-to-value.

Alation dashboard showing GPAC Rule 4 monitoring interface with data quality checks and database connections.

Proactive resolution in one unified experience

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Surface and resolve data quality issues in the Alation Data Catalog, with alerts sent to Slack, Teams, email, or BI tools via Alation Anywhere. No context switching—just fast fixes where people work.

Banking dashboard showing resident status pie chart, customer age distribution graph, and Alation credit decisioning features panel.
Alation data quality monitor setup screen showing asset selection interface with various database tables from Acme Incorporated.
Alation dashboard showing GPAC Rule 4 monitoring interface with data quality checks and database connections.
Banking dashboard showing resident status pie chart, customer age distribution graph, and Alation credit decisioning features panel.

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Find out how Alation can help your teams use data with confidence

Get answers to your questions. Explore pricing. And get a product demo with an Alation expert.