Skip to content
Camera programSign up

Learn

How the camera program works

Short guides for owners and cleaners: the camera, your pay, your clients, your crew, and where robots are going.

Sign up Start reading
Two cleaners in an office lobby, each wearing a phone in a head strap on the forehead, tilted down at the work.
A cleaning company owner checking his phone at the back of a loaded work van.I run a cleaning companyPay, clients, crew and paperwork A cleaner wearing a phone in a head strap while wiping a counter.I clean buildingsWhat you record, and where robots are going First-person view of gloved hands wiping a sink.I want the techHow AI and robots learn from video

For business owners

Running the program at your company

Pay, your building clients, your crew and the paperwork. Start here.

  1. A black elastic head strap with a phone clamped to the front, cameras facing out.

    Who we are

    A small company that grew up in building services and now pays for cleaning video.

    1 min read
  2. A cleaning company owner at her desk reviewing a printed monthly hours report next to a laptop and calculator.

    What you earn

    The math for a small crew, and what makes an hour count.

    1 min read
  3. A cleaning company owner handing a one-page letter to a building manager at a lobby front desk.

    Getting your building client's OK

    How to ask the building manager before your crew records there.

    2 min read
  4. An owner going over a printed sheet with two cleaners in a supply closet before a shift.

    Explaining it to your crew

    What to tell your cleaners before anyone puts on a headband.

    2 min read
  5. An opened shipping box on a supply-room shelf, with two phone head mounts and a phone laid out beside it.

    Your first two weeks

    From signing up to your first review, step by step.

    1 min read
  6. A cleaning company owner at his office desk reading a printed agreement with a pen in hand.

    The paperwork

    The Master Services Agreement and Order Form, in plain words.

    3 min read
  7. A cleaner mopping an office hallway at night with a phone on his forehead.

    Where your video goes

    From your cleaner's headband to an AI training set.

    1 min read

Where robots are going

What this means for cleaning work

Yes, your video trains robots. Here is what they can do today, what they can't, and how far away the research says they are.

  1. A floor-scrubbing robot cleaning a wide, empty store aisle.

    Will robots replace cleaners?

    An honest look at where robots are today

    2 min read
  2. A cleaner in a break room adjusting a phone head strap on her forehead while a coworker helps tilt the phone down.

    Yes, your video trains robots

    What the videos are for, said plainly

    2 min read
  3. A self-driving floor scrubber cleaning a school hallway at night while a cleaner wipes a drinking fountain by hand.

    Robots in cleaning today

    What machines already do in buildings, and what they leave for you

    2 min read
  4. A cleaner in gloves crouched in a tight restroom stall, scrubbing the floor corner behind a toilet with a small brush.

    What robots still can't do

    Why hand work is so hard for machines

    2 min read
  5. A humanoid robot in a research lab handling a towel at a table while two engineers watch.

    How far away are robots from doing a cleaner's job?

    Our read of the research, with the numbers

    2 min read
  6. A cleaning supervisor checking a tablet next to a parked floor-cleaning machine in an office lobby.

    What this means for you

    The next five to ten years for a working cleaner

    2 min read

The Academy

Why anyone pays for cleaning video

How AI and robots learn from video like yours, one idea at a time.

  1. A cleaner wiping a restroom sink, seen from the corner of the room. His hands are small and partly blocked.

    Egocentric data

    Video from the worker's point of view

    2 min read
  2. Four first-person views of cleaning: a school restroom sink, a dental office counter, a warehouse locker room floor and an office kitchen counter.

    AI training

    How a computer learns from lots of examples

    2 min read
  3. First-person view of a cleaner wringing a string mop in a yellow bucket, both hands in view.

    Robot training

    Teaching a machine to use its hands

    2 min read
  4. First-person view of a restroom mid-clean: a full trash can, a streaked mirror and a wet floor sign.

    Vision-language models

    AI that can look at a picture and talk about it

    2 min read
  5. First-person view of a cleaner pulling a full trash liner out of a break-room can with both hands.

    Vision-language-action models

    AI that sees, understands and then moves

    2 min read
  6. First-person view of a cleaner mopping a tiled hallway, with the wet shine spreading behind the mop.

    World models

    AI that guesses what happens next

    2 min read
  7. Two engineers reviewing a first-person video of hands wiping a sink, with boxes drawn around each hand.

    Who uses this data

    The kinds of teams that want cleaning video

    1 min read
All questions Glossary Letter for your building manager Handout for your crew

Sign up

Ready to start?

Tell us about your crew, sign the agreement online and book a setup call. It all happens in onboarding.

Sign up

Get paid for your video

Sign up