From Checking Boxes to Proving Outcomes

Governance used to be a team of people. Now it's an operating system.

Automate governance. Prove outcomes.

Alation dashboard showing Customer Address data with medium risk status, 56% curation completeness, and 88% data quality score.

Know what matters most

Every governance program starts with a question: which data is actually critical to the business?

CDE Manager answers this question by identifying your critical data elements and translating business and regulatory policies into executable standards that are enforced across your data estate.

Instead of managing CDEs in spreadsheets and hoping teams interpret policies consistently, you declare the outcome once, and the system maintains it. The result: governance that starts with business intent and stays aligned as your data evolves.

Alation CDE Registry dashboard showing data elements with risk levels, status indicators, and quality percentages in a table format.

Metadata that's complete, trustworthy, and always current

Incomplete metadata is the primary blocker for enterprise AI and a primary source of compliance risk. Curation Automation addresses both.

Define what good metadata looks like, and purpose-built AI agents apply your standard everywhere. Every suggestion is previewable before execution. Existing values are preserved by default. All actions are fully auditable.

The metadata curation that used to take years now happens automatically, making your data AI and audit-ready.

Alation Curation Automation dashboard showing 5,700 hours saved, with metrics and a green upward trending graph of field curation.

Catch issues before they impact the decisions that matter

Data quality issues don't announce themselves. They surface as failed campaigns, incorrect pricing, regulatory findings, or AI systems making decisions on bad data.

Alation Data Quality detects issues where they start: in the tables and pipelines that power your business. Automated validation, anomaly detection, and continuous monitoring are tied directly to your declared governance standards. When data drifts, the system catches it. When auditors ask for evidence, you have it.

Alation Transactions Monitor dashboard showing 75% data quality score with 18/24 checks passed and recent failures list.

Know what matters most

Every governance program starts with a question: which data is actually critical to the business?

CDE Manager answers this question by identifying your critical data elements and translating business and regulatory policies into executable standards that are enforced across your data estate.

Instead of managing CDEs in spreadsheets and hoping teams interpret policies consistently, you declare the outcome once, and the system maintains it. The result: governance that starts with business intent and stays aligned as your data evolves.

Metadata that's complete, trustworthy, and always current

Incomplete metadata is the primary blocker for enterprise AI and a primary source of compliance risk. Curation Automation addresses both.

Define what good metadata looks like, and purpose-built AI agents apply your standard everywhere. Every suggestion is previewable before execution. Existing values are preserved by default. All actions are fully auditable.

The metadata curation that used to take years now happens automatically, making your data AI and audit-ready.

Catch issues before they impact the decisions that matter

Data quality issues don't announce themselves. They surface as failed campaigns, incorrect pricing, regulatory findings, or AI systems making decisions on bad data.

Alation Data Quality detects issues where they start: in the tables and pipelines that power your business. Automated validation, anomaly detection, and continuous monitoring are tied directly to your declared governance standards. When data drifts, the system catches it. When auditors ask for evidence, you have it.

Alation CDE Registry dashboard showing data elements with risk levels, status indicators, and quality percentages in a table format.Alation Curation Automation dashboard showing 5,700 hours saved, with metrics and a green upward trending graph of field curation.Alation Transactions Monitor dashboard showing 75% data quality score with 18/24 checks passed and recent failures list.

What Outcome-Based Governance delivers

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Accelerate AI

Consistently complete, contextual, and trustworthy metadata across governed assets. AI initiatives and data products get the trusted foundation they require to deliver business value.

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Reduce compliance risk

Continuously enforced governance standards with machine-consistency and full auditability. When auditors ask for evidence, you have it in real time.

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Lower governance operating costs

Replace manual metadata curation with declarative automation that scales with data growth. Stop scaling headcount to keep up with your data estate.

Governance that proves itself continuously.

Declare the outcome. Let the system deliver it. See Outcome-Based Governance in action.

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