◆ Embodied-AI training data

Cast robot skills
from real work.

First-person demos in. Validated LeRobot datasets out.

Foundry · Housekeeping skills
Make the bed
Trainable
Fold towels
Trainable
Restock minibar
Capturing
Wipe mirror
Capturing
Vacuum floor
Capturing
Change linens
Trainable
Empty bins
Capturing
12 skills · 5 in capture1,840 episodes
78%Trainable
Coverage · 24 variation cells
✓ LeRobot structure valid
The factory line

Four steps, real work to VLA.

Capture
Head-mounted first-person episodes
Validate
Structure & per-cell coverage
Cast
Clean, time-aligned LeRobot dataset
Finetune
Drop straight into VLA training
Every floor, every shift

One factory. Every industry.

Hotels Retail Restaurants Facilities Healthcare Homes
Hospitality
Make the bed
Facilities
Vacuum the floor
Restaurants
Clear the station
Homes
Tidy the playroom
Inside the console

Run the whole pipeline.

Portfolio matrix
Score every task by pain × automatability, then promote the winners into capture.
Readiness gates
Per-cell coverage and trainability keep a skill honest before it ships to training.
One-click datasets
Build a validated LeRobot dataset and export the JSONL manifest in a click.