Problem
A traveler needs route, timing, carrier, budget, and disruption tradeoffs compared before choosing a path.
Work
TRAVis captures trip goals, date flexibility, cabin, exclusions, loyalty preferences, fare evidence, and source availability before recommending next steps.
Outcome
The response separates real options from unavailable sources and gives a clear plan, rebook, book/watch, or cannot-recommend call.
Travel decision contractsource-labelled research
Field
Required
Example
Guardrail
Source
Yes
Expedia MCP or browser
Only if actually available
Timestamp
Yes
Checked today
No stale quote implied as live
Recommendation
Yes
watch
Caveat low confidence