Hospitality – Airport Hotel Flag: F&B Labor & Inventory AI

Industry: airport hotel. Complexity: volatile demand.

Static prep, labor mismatch, waste.

Flight Agent, Demand Agent, Prep Agent, Labor Agent, Waste Agent.

1. Flight feed.
2. AI predicts covers.
3. Prep lists.
4. Shift offers to staff.
5. Inventory pulls.
6. Spoilage risk alerts.
7. Continuous learning.

Signal Agent, Forecast Agent, Ops Agent.

Real-time APIs, kitchen printers integration, lightweight ML.

Flight APIs, labor system, POS, PostgreSQL, OpenAI

Food waste −24%; labor cost as % of F&B revenue −1.9 pts; stockouts during spikes −56%; guest satisfaction on F&B +22.

Build: 7 weeks. Deploy: outlet-by-outlet. Optimization: 6 weeks flight models.