[skilled-trades training data]

First-person data for robots that do real skilled work.

Robots Dream is a boutique studio collecting, curating, and producing rights-cleared, first-person datasets of high dexterity, skilled trade motions — licensed non-exclusively to embodied-AI teams and data consumers.

View framing sample →
01 — COLLECT

Capture

First-person footage captured by working skilled humans on real job sites — we set up the capture and own the consent trail, not stranger uploads. Audio is removed from every clip.

02 — CURATE

Review & verify

Every clip is reviewed end-to-end by a named person and quality inspected — so you don't pay to train on noise.

03 — PRODUCE

Deliver to spec

Delivered non-exclusively, matched to your pipeline — each clip bound to a tamper-evident provenance attestation.

our focus

Narrow focus, higher quality

High-dexterity manual trades are where general datasets fall short. That's where we step in.

Welding
arc · MIG · structural
Plumbing
pipe · fitting · pressure
Electrical
wiring · panels · fixtures
Carpentry
framing · cutting · finish
HVAC
install · duct · service
Finishing
surface · detail · trim
Food Truck Ops
prep · grill · service
Baking
mixing · proofing · decorating
Cooking
prep · line · plating
what's in the data

Standard modality menu.

Standards listed below. Customization and enrichment available on request.

Gen-AI video

Gen-AI video training

Real, rights-cleared human action for video and world-model training.

Embodied AI

Robot imitation & policy

First-person manipulation footage for imitation and policy learning, captured to spec.

World models

World-model & authenticity

Provenance-bound real-world data you can trust, audit, and defend.

Teaching a robot to work with its hands?

Let's talk about the data before you build the pipeline.

A boutique studio, not a data factory. We go deep on a few trades, and we'd rather ship specialized small batch, rights-cleared hours than bulk generic ones.
for skilled humans

Got skills?
Get paid to do your trade.

We pay skilled humans to record their own work on the job — first-person, from your point of view. It's extra money for the work you already do, and we handle everything after.

  • You sign a plain-language consent; we send you a camera.
  • You do your skilled work with the camera.
  • We handle all the boring work.
  • No job sites compromised — we work around your schedule and safety rules.