The sequence matters because the chemicals do. Acid descaler on the shower glass and fixtures, a separate disinfectant for the toilet, a neutral cleaner on the vanity, and a dwell time for each before scrubbing starts. The attendant works top to bottom, dry areas before wet, and uses a grout brush, a squeegee, a pumice stone on hard water rings, and a long-handled scrubber for the tub surround. Hands switch tools constantly, and the pressure applied changes between a chrome tap and a porcelain basin.
We film the whole room from the attendant's head camera, with a fixed camera placed in the doorway so the body position and reach are visible from outside. Footage runs across real shifts in operating hotels, not staged rooms. Participants are consented and paid, and everything is cleared for commercial model training.
What you receive is the shift cut into episodes, each one a bathroom, and each bathroom cut into steps with plain-language labels such as apply descaler to shower glass or wipe mirror. Each step carries a success or failure tag based on the attendant's own inspection and the supervisor check. Hand, tool, and surface tracking is available on request, and delivery lands in your schema, in your storage.
Ask for a sample and it arrives within a business day.