Stala.ai
Data collection network 10,000+ KYC’d unique operators

Real-human
data for
physical AI

Get dataset Become a partner

What you get from Stala

The people, partnerships and data collection operations behind physical AI.

Two clay-covered hands shaping a bowl on a pottery wheel.

Human demonstrations

See how a potter shapes a bowl, from the first touch to the finished rim.

Contributor recordDemo / BR-042
Sample contributor São Paulo, Brazil Record · BR-042
Identity document
Brazilian national ID
CPF (sample)
•••.•••.•••-••
Document check
Verified
Face match
95.5% · selfie vs. ID
Liveness check
Passed · 98.7%

KYC-verified contributors

We verify the identity of the people who record demonstrations.

In the field

  • Collection partnerCoordinates the recording session
  • ContributorPerforms the task on camera
  • RecordingCaptures the demonstration

Collection partners

Local partners organize field teams and recording sessions.

Collection brief

Task
Inspect an engine
Setting
Auto workshop
Viewpoint
First person

Custom data collection

Tell us which task, setting and camera view your model needs.

Recording / c21416d

Location
São Paulo, Brazil
Recorded
Nov 9, 2026 · 20:30 UTC
Device
iPhone 16

Recording metadata

See where, when and how each recording was made.

Sample collection brief

Jurisdiction
Brazil
Review scope
Consent & privacy
Use terms
Research only

Collection compliance

Each collection brief sets out the jurisdiction, consent requirements and permitted data use.

The most diverse network
of data operators

Our contributors and collection partners record everyday tasks for robotics labs.

São Paulo, Brazilc21416d
A first-person recording of hands working on plumbing beneath a sink

Plumbing, HVAC & Electrical

Device
iPhone 16
Duration
30:00
Contributor
Brazilian · Female
Recorded

Different workplaces.
One deployment layer for physical AI.

Every environment
has something to teach.

Explore example settings for data collection, from restaurant kitchens to factory floors.

Food & beverage

5
  • Café
  • Restaurant kitchen
  • Bakery
  • Prep kitchen
  • Catering kitchen

Retail

4
  • Supermarket
  • Sales floor
  • Stockroom
  • Checkout counter

Warehousing

4
  • Packing station
  • Receiving dock
  • Distribution center
  • Storage aisle

Manufacturing

4
  • Assembly line
  • Machine shop
  • Packaging line
  • Fabrication bench

Construction

4
  • Renovation site
  • Joinery workshop
  • Installation site
  • Trades workshop

Automotive

4
  • Service bay
  • Tire shop
  • Detailing bay
  • Car wash

Hospitality

4
  • Hotel room
  • Event venue
  • Banquet hall
  • Housekeeping station

Cleaning & laundry

4
  • Commercial laundry
  • Linen room
  • Janitorial closet
  • Wash station

Office & IT

4
  • Office workspace
  • Hardware bench
  • Mailroom
  • Document station

Home repair

4
  • Home workshop
  • Utility room
  • Plumbing work area
  • Furniture bench

Agriculture & grounds

4
  • Greenhouse
  • Plant nursery
  • Farm field
  • Packing shed

Home & daily living

4
  • Home kitchen
  • Laundry room
  • Garage
  • Dining room

Outdoor maintenance

4
  • Garden
  • Patio
  • Equipment shed
  • Pool deck

Pet care

3
  • Grooming salon
  • Kennel
  • Pet wash station

Arts & crafts

4
  • Pottery studio
  • Sewing room
  • Woodcraft studio
  • Leather workshop