Document Processing & IDP for Financial Services

Orqent Labs builds document automation for finance and claims operations, where a wrong number is not a rounding error but a payment.

In financial services, every automated decision must be explainable and reproducible months after the fact. That single fact reshapes how document processing & idp has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is reconciliation, usually integrated against loan origination. Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners.

Deployed across regulated and unregulated sectors, with audit trails where the regulator expects them. You own the code, the models where they are open-weight, and the documentation to run it without us.