End-to-end agentic AI platform for mortgage loan manufacturing that embeds into lenders' origination workflows to accelerate loan closings. Automatically identifies and resolves gaps—missing documents, agency/non‑QM guideline exceptions, and complex income analyses—so loan officers and underwriters can focus on high‑value decisions.