Mortgage Processing

A mortgage file gathers pay stubs, credit data and identity documents in one place. Model assistance shortens intake and, without limits, sends that whole file into a prompt. Payment instructions are the sharpest risk in the same workflow.

Loan operations teams reach for this starter when intake files and document summaries pass through a model. Borrower national identifier numbers are masked inside the request. Any prompt with wire instructions in it is refused, together with prompts naming a secret or a client account export. Closing fraud often starts with payment wording, so that refusal carries real weight on the request side.

Guaranteed returns and buy this stock are both blocked phrases on the way back. The starter carries a required notice line about informational content and not financial advice. A market abuse screen also inspects the answer for insider trading wording and for material non-public information. That screen rarely fires in loan work, and it stays in the chain.

Each answer must reach 0.86 in total. Relevance must reach 0.78 and accuracy must reach 0.80. The gate also expects at least two sentences and 120 characters. A weak summary is blocked rather than filed.

Disclosure timing, adverse action notices and credit reporting duties are outside this starter. Map them against TRID, ECOA, FCRA and customer privacy duties under GLBA. Human review is listed in the chain with no settings behind it, so turn it on before you rely on it. The last stage marks an allowed call, and it provides no archive and no retention rule.