LLM Application Development for Financial Services

Orqent Labs builds LLM applications for teams that have outgrown the prototype and need something their compliance function will actually sign off on.

In financial services, every automated decision must be explainable and reproducible months after the fact. That single fact reshapes how llm application development 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 KYC and onboarding checks, usually integrated against loan origination. We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep.

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.