The sequence runs roughly top to bottom and clean to dirty: mirrors and counters, then sinks and dispensers, then stalls, then toilets and urinals, then the floor last. Soap, towels, tissue, and seat covers get checked and topped up with the cart stock. Trash gets pulled and relined. Bowls get a brush and a disinfectant with a dwell time the attendant has to respect. Color-coded cloths keep the sink rag away from the toilet rag.
Head-mounted cameras ride with the attendant through the whole route, which means the footage includes the walk between rooms, the cart restock in the closet, and the supply room. Fixed cameras cover the room from a corner where privacy rules allow, and we record only during cleaning windows when the space is closed. Shifts are full length in real buildings across five countries.
Each restroom visit becomes an episode. Within it, steps carry plain-language labels like wiping the counter, refilling paper towels, brushing the bowl, mopping, and placing the wet floor sign. Supervisor inspections and callbacks produce the success and failure tags. Optional tracking covers hands, cloths, the cart, and dispensers, and we deliver in your schema to your storage.
All participants are consented and paid, and the footage is cleared for commercial model training. A sample is yours within a business day of asking.