DevOps & CI/CD for Travel & Tourism

Staging that differs from production is worse than no staging. It produces confidence that does not transfer. Environment parity is the point, not the existence of a second environment.

In travel & tourism, travellers need answers instantly, in their language, at any hour. That single fact reshapes how devops & ci/cd 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 booking and modification handling, usually integrated against booking engines. Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners.

Multi-model by default, so a provider outage is a routing decision rather than an incident. You own the code, the models where they are open-weight, and the documentation to run it without us.