Hotel labor optimization and staffing analysis. Use when the user asks about 'staffing levels', 'labor cost', 'overtime prevention', 'scheduling optimization', 'housekeeping productivity', 'FTE recommendations', 'CPOR labor', or any workforce planning task for a hotel.
Maximize operational efficiency and minimize labor costs through demand-driven staffing recommendations, overtime prevention, and productivity benchmarking.
See: ../DATA_ACQUISITION_PROTOCOL.md
Required Inputs:
Data Sources (Priority Tier):
Tier 1 (Email/Sheets):
Tier 2 (Browser):
Tier 3 (User Upload):
Property Profile:
Role-Based Analysis:
Calculate required FTE by department and day-part:
(Occupied Rooms × Minutes-Per-Room Standard ÷ 60) ÷ Shift HoursCheck-Ins Per Hour ÷ Transactions-Per-AgentCovers Per Meal ÷ Covers-Per-Server (by outlet)Compare scheduled FTEs to recommended FTEs:
Forecast OT exposure:
Measure efficiency against industry standards:
Identify departments with non-overlapping peak demand:
For seasonal and resort properties:
Monitor labor cost as % of revenue:
| Department | Target Range | Alert if Outside |
|---|---|---|
| Rooms | 18–24% of room revenue | Yes |
| F&B | 32–42% of F&B revenue | Yes |
| Total Hotel | 42–52% of total revenue | Yes |
For any department outside target band, provide:
Department × Day grid showing recommended FTEs, scheduled FTEs, variance, and action flags.
Employee name, department, MTD hours, projected period-end hours, OT risk flag, recommended adjustment.
Hiring/release schedule, by month and department, with rationale tied to occupancy forecast.
Per-department summary (staffing, key metrics, top issue) for ops meeting agenda.
HospitalityOS™ is a trademark of HospitalityOS, Inc. All rights reserved.