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AI for Hospitality & Travel

15 ready-to-build AI use cases for hospitality & travel teams, each built and tested on sample data. Open any kit to see how it was measured and where it fails.

Measured on sample data, not asserted. Every number lives on the kit’s own board.
15use casesfor Hospitality & Travel
5kinds of jobthe bars below
1,006sample documentsin these kits’ data
1,486test casesgraded by code
93failures namedcase by case

What these kits do

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Where they slip, and where to watch

Across 93 named failures

  • Added or dropped an item · 29%
  • Applied the wrong rule · 28%
  • Cited the wrong source · 16%

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All 15 kits

Hospitality & TravelUC0043Check a hotel's booking-site commission bill against each stay55 commission claim lines measuredHospitality & TravelUC0125Check a hotel franchisee's monthly royalty statement120 royalty-run extracts measuredHospitality & TravelUC0143Catch the real cost behind a hotel channel bill120 channel-month statements measuredHospitality & TravelUC0160Check a hotel's channel rates against its parity clause288 rate-parity scan packs measuredHospitality & TravelUC0173Check a conference group's hotel bill against its contract288 group contract deviation review files measuredHospitality & TravelUC0259Sort a hotel guest's real refund shortfall from commission76 refund cases measuredHospitality & TravelUC0287Check that a hotel's room types still match62 room-type and rate-plan mapping packets measuredHospitality & TravelUC0311Recheck a loyalty member's status and benefits62 member account records measuredHospitality & TravelUC0340Catch billing errors in a loyalty partner's statement62 settlement file measuredHospitality & TravelUC0378Catch hotel booking rules that drifted from plan40 property packets measuredHospitality & TravelUC0405Check a hotel's proposed cancellation fee against its own terms60 no-show and cancellation fee worksheets measuredHospitality & TravelUC0419Check a hotel group's room block for short nights60 pickup packets measuredHospitality & TravelUC0480Check a hotel group's channel bookings against its reservation system64 channel extracts measuredHospitality & TravelUC0511Draft the recovery letter owed to a relocated hotel guest64 walk event pack measuredHospitality & TravelUC0545Sort a passenger's delay claim by the real cause65 compensation claims measured

Rebuilt from the kit files at every deploy · last deploy before this build: 18 Oct 2026