Real-world data for general robotics
Zeroshot collects internet-scale data in homes, businesses and unstructured environments with skilled operators and embodiment-matched hardware.
Why teams are moving from DIY to Zeroshot
Traditional Data Collection
Sterile environments with limited diversity
Expensive operator hiring and ongoing management
Narrow demonstrations in controlled settings
Slow data collection tied to physical robot availability
Zeroshot Data
Real homes, hotels, and production environments
Trained operator network already deployed
Diverse demonstrations across unlimited settings
Human-speed capture and lightning-fast deployment
End-to-end data operations for foundation models
Custom embodiment matching
Capture hardware configured to your gripper morphology as model learn patterns.
Demand-driven collection
Define environments and protocols. We collect where your robots deploy.
Quality verification pipeline
Manual review and filtering for every demonstration. Only receive verified, high-quality data.
Full-loop partnership
Initial delivery, failure analysis, targeted recollection.
Post-processing and annotation
Trajectory generation, format conversion, custom annotation.
Distributed operator network
Operators across regions and environments. We handle recruiting and training.
Proven collection metrics
<10.0
cm precision.
0%
Human hand speed.
0
Environmental variations.
Get sample data for your embodiment
Building general-purpose robots that need to work everywhere? We should talk.