LLM Application Development for Banking

An LLM app without an evaluation suite is a system nobody can safely change. We ship the tests alongside the feature, so your team can keep moving after we hand over.

In banking, core banking systems are not to be touched, so everything integrates around them. 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 AML alert triage, usually integrated against Finacle. 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. Six weeks to something running in production, not six quarters to a strategy document.