Knowledge Base Automation for Banking

Documentation rots because updating it is nobody's job. Automated staleness detection makes the rot visible, which is the first step to fixing it.

In banking, core banking systems are not to be touched, so everything integrates around them. That single fact reshapes how knowledge base automation 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 loan management systems. We start from the constraint, not the capability, what the system must never do, who signs off, and what happens when it is wrong.

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.