Custom Model Fine-tuning for Banking

Orqent Labs fine-tunes and distils models for teams with genuine volume, where the economics of inference have started to matter more than the ceiling of capability.

In banking, core banking systems are not to be touched, so everything integrates around them. That single fact reshapes how custom model fine-tuning 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 loan file assembly, usually integrated against core banking platforms. We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep.

Built by engineers who ship production systems, not by a practice that subcontracts the build. We hand over with runbooks, tests and a team that knows how it works, not a dependency.