The loan file, read and sorted before anyone opens it.
Loan Agent takes a full application package, classifies every document, extracts the fields your team keys by hand, and clears the confident ones straight through. What is left is only the genuinely ambiguous, sitting in front of a person with the reason attached.
See it work
See it work
Gatilho
A loan file lands as a mixed stack of documents.
Agente
Loan Agent
The loan file, read and sorted before anyone opens it.
Classifies each document against your taxonomy
Extracts the fields your team keys by hand
Flags filename-versus-content mismatches
Revisão humana
Below your threshold or flagged → a loan officer, reason attached.
Resultado
Confident documents cleared straight-through · every decision logged.
Watch Loan Agent process a real application package end to end: it opens a mixed stack of documents, labels each one, extracts the fields, and routes them. Notice the file where the name on the document does not match what is inside. Loan Agent catches it and sends it to review instead of quietly passing bad data downstream.
The problem it removes
A single lending file lands as a messy stack. Pay stubs, bank statements, W-2s, tax returns, credit reports, hazard insurance, title commitments. More than two hundred document types are possible, and someone on your team has to open each one, decide what it is, and type the numbers into your system.
The expensive failure is not speed. It is mislabeling. A pay stub filed as a bank statement corrupts everything downstream of it, and nobody notices until it costs you. On top of that, throughput is capped by a hard physical limit: how many files one person can actually read in a day.
That is not a people problem. It is a capacity one.
What Loan Agent does
Classifies
It labels every document in the package against your taxonomy, and flags mismatches where the filename says one thing and the contents say another.
Extracts
For each document type, it pulls the exact fields you care about into clean, structured data, ready for your origination system.
Clears with straight-through processing
Above the confidence level you set, Loan Agent processes the document automatically. Below it, or when something is flagged, it hands the file to a loan officer with the reason attached.
Keeps a record
Every classification and every decision is logged, so you have an audit trail for regulated work.
You hold the dial. Set the threshold high and only the genuinely uncertain reaches a person. That is the line between faster and safe, and it stays yours to turn.
How it is built and delivered
We build, install, and run Loan Agent inside the tools you already use, your document store and your origination system. Not templates, not prompts.
It starts with an audit of your document workflow. We build the classification taxonomy and extraction fields around your actual file, then tune the straight-through threshold against your risk tolerance. Founders stay involved, and it is operational within the first thirty days.
The model is the easy part. The real work, and the reason it can be trusted, is the foundation underneath it: the document schemas, the edge cases, the human handoff, and the integration. The agent sits on top of that.
Who it is for
Lenders and finance operators moving high volumes of structured documents, across mortgage, consumer lending, commercial finance, and insurance underwriting, where a team is reading and keying files by hand today and throughput is limited by headcount.
The honest part
We will tell you what we can actually stand behind, and nothing we cannot.
Miraside has agents running inside more than eighteen businesses, saving on the order of thirty-two hours per agent every month. That time goes back onto the work that moves revenue. Our nearest work to this world is Motorway, the used-car marketplace, where the operations are document and finance heavy.
What we commit to is the capability on this page and a build tuned to your file. On the call we will show you the difference on one of your real packages, not a demo.
De-risked
A thirty-day, no-questions, money-back guarantee. Every cent. And the operations map we build in the first week is yours to keep, whether or not we go further.
The ask
Book a fifteen-minute call. Bring one real application package and we will map exactly which documents Loan Agent would clear first, and where your throughput is leaking today.