Learn
Why would anyone pay to watch someone clean?
Robots and AI are learning to do physical work. They learn by watching real people do real jobs, in many different buildings. Cleaning is some of the most common work there is, but there is very little video of it. That is why your recordings are worth paying for.
For business owners
Running the program at your company
Pay, your building clients, your crew and the paperwork. Start here.
- 01
Who we are
A small company that grew up in building services and now pays for cleaning video.
1 min read - 02
What you earn
The math for a small crew, and what makes an hour count.
1 min read - 03
Getting your building client's OK
How to ask the building manager before your crew records there.
2 min read - 04
Explaining it to your crew
What to tell your cleaners before anyone puts on a headband.
2 min read - 05
Your first two weeks
From signing up to your first review, step by step.
1 min read - 06
The paperwork
The Master Services Agreement and Order Form, in plain words.
2 min read - 07
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.
- 01
Will robots replace cleaners?
An honest look at where robots are today
2 min read - 02
Yes, your video trains robots
What the videos are for, said plainly
2 min read - 03
Robots in cleaning today
What machines already do in buildings, and what they leave for you
2 min read - 04
What robots still can't do
Why hand work is so hard for machines
2 min read - 05
How far away are robots from doing a cleaner's job?
Our read of the research, with the numbers
2 min read - 06
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.
- 01
Egocentric data
Video from the worker's point of view
2 min read - 02
AI training
How a computer learns from lots of examples
2 min read - 03
Robot training
Teaching a machine to use its hands
2 min read - 04
Vision-language models
AI that can look at a picture and talk about it
2 min read - 05
Vision-language-action models
AI that sees, understands and then moves
2 min read - 06
World models
AI that guesses what happens next
1 min read - 07
Who uses this data
The kinds of teams that want cleaning video
1 min read
Still have questions?
Talk to our team.
Call us and ask anything about pay, your clients or your crew. Or sign up and we will call you.