Other tools govern the model. Alation governs the use.

AI governance software gives an enterprise a single system of record for every AI model, agent, and tool it runs, with live compliance posture instead of evidence assembled manually. Alation AI Governance registers assets from every connected platform, maps each to the regulations that apply, routes approvals through risk-tiered workflows, and produces board-ready compliance exports on demand. The result is a CDO who can answer for the entire AI estate in minutes, not the weeks it takes to rebuild the story from spreadsheets and email threads.

A use case enters the system and links to its models, agents, and data dependencies. The owner sets a risk tier and Alation suggests applicable regulations. Requirements are decomposed automatically, and model cards are drafted from metadata, with gaps flagged. An evidence-gated approval workflow routes to the right reviewers based on risk. When the asset is approved, the CDO sees compliance posture update in real time. Five steps: register, map, document, route, prove.

Alation ships with pre-loaded regulatory frameworks, including the EU AI Act, NIST AI RMF, ISO 42001, and GDPR. Each framework is decomposed into specific requirements. When a use case is registered, agents suggest which regulations apply based on the risk tier and the use case profile. The owner confirms, and every requirement becomes an evidence obligation tracked to completion. Organizations can also bring their own internal frameworks and have them decomposed the same way.

Most AI governance tools govern the model lifecycle but stop at the model boundary. They have no catalog, no lineage, and no quality scores on the data feeding the model. Alation governs the use case and connects all the way down to the governed data foundation: 14 years of catalog, lineage, data quality, and policy infrastructure the enterprise already runs on. Platform vendors govern their own corner. Pure-play AI governance tools govern the model, not the data. Alation governs both, across every platform.

Alation maintains a live compliance posture by regulation, use case, and business unit, with every approval traced and every model card citing its evidence source. When an auditor or board member asks for proof, data leaders can export that evidence quickly. The alternative is rebuilding evidence packs the week of the audit from spreadsheets, Slack threads, and email chains, which typically takes weeks and produces a snapshot that is already out of date by the time it is presented. EU AI Act penalties can reach 7% of global annual turnover, which makes 'we will assemble the evidence when asked' an expensive posture to hold.