Example: several floors at once
Suppose a housekeeping member has an upcoming towel delivery on Floor 2 and two compatible amenity requests on Floor 3. A floor-aware suggestion may group the Floor 3 requests if no deadlines are at risk. If Room 205 has an urgent accessibility requirement, the urgency should take precedence even if the employee would otherwise be closer to Room 310.
Keep workload estimates honest
Cleaning tasks may be materially different in duration from bringing extra pillows. Rather than treating both as a single task-count unit, estimate minutes remaining from service configuration, task progress and a reasonable transition buffer. Provide managers a way to correct misleading estimates.
Do not infer employee location
A task assigned on a floor last quarter provides almost no useful location signal today. Even a recent assignment is only a planning hint. It is not physical tracking and should not be described as identifying an employee’s current location without an actual authorized location system.