The tools change every few minutes. A high duster reaches vents and light fixtures. A microfiber cloth wipes handrails, door plates, and elevator buttons. A dust mop goes down the corridor in overlapping passes, then a damp mop or an auto-scrubber follows. Trash cans get emptied and relined. Glass doors get a quick spray and squeegee. Spot cleaning on walls and furniture happens wherever the cleaner notices a mark.
Our head cameras sit on the cleaner for the entire shift, and fixed cameras placed along corridors and in lobbies give a wide view of the route and the people moving through it. We record in real office buildings, hospitals, schools, and apartment complexes in five countries, with every cleaner consented and paid.
The result is segmented by area and by task within that area, so one episode might be a single corridor and its steps might be dusting, trash, dust mop, wet mop, and sign placement. Plain-language labels describe each step. Success and failure tags come from supervisor walkthroughs. Optional tracking covers the cart, mop head, cloth, and hands, and we deliver in your schema to your storage.
We obtain consent and pay the people we film, and the resulting dataset is licensed for commercial training. Ask for a sample and it will arrive within a business day, and replies during business hours take under 15 minutes.