Knowledge Base Automation for Professional Services

The best source for a runbook is what the system actually does, not what someone remembers it doing eighteen months ago.

In professional services, every hour spent on internal documentation is an hour not billed. 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 timesheet narrative generation, usually integrated against document management. We start from the constraint, not the capability, what the system must never do, who signs off, and what happens when it is wrong.

Built by engineers who ship production systems, not by a practice that subcontracts the build. You own the code, the models where they are open-weight, and the documentation to run it without us.