Knowledge Base Automation for Travel & Tourism

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 travel & tourism, travellers need answers instantly, in their language, at any hour. 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 review and feedback analysis, usually integrated against CRM. 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.