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Agentic AI Governance Comes to Mortgage Lending

The governance obligation is arriving, and closing the gap requires runtime governance for the Reasoning Layer.

Cover of Agentic AI Governance Comes to Mortgage Lending
© 2026 Maureen Doyle-Spare. All rights reserved.
Mortgage Lending · Fannie Mae LL-2026-04

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The governance obligation is arriving, and closing the gap requires runtime governance for the Reasoning Layer.

Governance connection

Why this development matters.

Mortgage decisions translate institutional policy into consequential customer outcomes. Operational Interpretation, the Runtime Semantic State Record, and the Deterministic Gate establish whether that meaning remained authorized before execution authority was emitted.

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