Maxsam
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Introducing Sam

Every job you film
teaches Sam something new.

SAM — Signal Autonomous Mechanics — is Maxsam's robot data collection program. Every job you record is human demonstration data: egocentric footage of a real repair, captured from your point of view. That footage is how future robots learn to assist mechanics, one job at a time, and you get paid for every recording that helps.

How it works

You do the job. Sam does the watching.

1
Turn on SAM
Opt in per job, right from the app. The customer is asked first — nothing records without their yes.
2
Work like you normally do
No scripts, no second takes. Sam learns from real repairs, not staged ones.
3
Upload the footage
Send it from the job screen when you're done. Faces, plates, and customer info are stripped automatically.
4
Get paid for what's accepted
Every clip that clears review pays out — on top of what you already earned for the job.
Why it matters

You're not just filming a job. You're building a colleague.

Every mechanic learns from doing — watching a senior tech, seeing how a real fix goes wrong before it goes right. Sam learns the same way, except its teachers are the mechanics already on Maxsam.

The footage you contribute trains Sam to spot problems faster, guide diagnostics, and eventually take the guesswork off your plate — so the job you're doing today gets a little easier for the one you do tomorrow.

Faster, sharper diagnostics guided by thousands of real repairs
Fewer callbacks — Sam flags what similar jobs missed before
A platform that gets smarter with every mechanic who contributes
Early contributors help shape how Sam works for everyone after
Getting paid

Paid per clip, on top of the job.

You keep the job income
SAM earnings are separate — recording never changes what the customer pays or what you take home for the repair.
Every accepted clip pays
Footage is reviewed for quality and usefulness. Accepted clips are paid out to your account automatically.
No footage, no risk
SAM is entirely opt-in. Skip any job, any time — it never affects your standing on Maxsam.

You're already the expert. Sam is just catching up.

Start training Sam on your next job.

Register for Pilot →
Maxsam

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