Commercial cleaning is one of the largest categories of physical work in the world and one of the most varied. A janitor moves between restrooms, hallways, offices, and loading docks, switching tools and chemicals as they go. Surfaces, fixtures, and obstacles change from building to building.
HiOps films cleaners from their own point of view as they stock and clean restrooms, mop and sweep, strip and polish hard floors, run industrial laundry, deep clean upholstery, and clean glass. Fixed cameras capture the room so you can see body position and tool path.
We collect in offices, schools, hotels, hospitals, and industrial sites across five countries. That gives your model the long tail of layouts, fixtures, and dirt types that a staged set cannot provide.
Each episode is cut into tasks with language labels, surface and tool tags, and outcome marks. Delivery is in your schema, into your own bucket, with acceptance rates on every batch.
Request a sample from the task list below to see the data before you commit.