The broom goes in short overlapping strokes with the bristles flat, pulling toward the worker in a corridor and sweeping away in an open room. Dustpans get held at an angle that depends on the floor texture. A mop gets dunked, wrung to a specific dampness that the worker judges by weight, and laid down in an S pattern that is pulled rather than pushed. Buckets get changed when the water turns, and the wet floor sign goes out before the first stroke.
Flat microfiber mops with a pre-wetted pad appear in hospitals and clean rooms, and the motion changes again. Our head-mounted cameras record what the worker looks at as they decide where the dirt is. Fixed cameras from the room corners give the full path and the overlap pattern. Collection runs through full shifts in restaurants, warehouses, schools, and hospitals in five countries.
Episodes are cut by room or zone, with plain-language step labels: moving furniture, dry sweep, dustpan, bucket fill, wet mop pass, bucket change, sign placement. Success and failure tags come from supervisor checks and from re-cleans. Hand, broom, mop, and bucket tracking are optional, and we deliver in your schema to your storage.
Consent forms and payment records exist for every participant, and the license permits commercial model training. Request a sample and we will get it to you within a business day.