Your Task.
Our Execution.
Your Data.
We set up the sensors, environment, and collection pipeline to match your exact requirements. You get deployment-ready demonstration data.
Example Tasks
We collect demonstration data for real-world manipulation tasks - the kind that simulation struggles with. You define the task, we set up the environment and execute.
Grasping and placing in cluttered environments with varied objects, lighting conditions, and backgrounds.
Contact-rich manipulation data for tool interactions - from simple grasping to complex assembly tasks.
Cables, cloth, soft objects - the challenging manipulation tasks that simulation struggles with.
Two-arm tasks requiring coordination: handoffs, cooperative grasping, and asymmetric manipulation.
The Data Bottleneck is Real
For manipulation tasks, real-world data collection is often the bottleneck.
Expensive to Build In-House
Setting up data collection infrastructure can cost $100K+ and months of engineering time.
Sim-to-Real Gap
Simulation alone isn't enough for contact-rich manipulation. Real-world demonstrations remain essential.
Generic Datasets Don't Fit
Open datasets lack the task specificity and environment diversity for your specific use case.
Why Embodied Data Works
Your Task, Your Setup
We adapt to your requirements - your robot, your sensors, your environment. You define the task, we execute.
Any Format
Data delivered in your preferred format - ROS bags, HDF5, RLDS, or custom. Matched to your training pipeline.
You Own It
Full ownership of all raw and processed data. Zero licensing complications. Your data, your models, your IP.
Start with a Pilot
Test the fit with a 2-week data collection sprint targeting your specific task. Validate data quality in your own training pipeline before committing to more.
- 2-week dedicated data collection sprint
- Sensor setup matched to your robot
- Full ownership of all raw and processed data
- Help integrating with your training pipeline
- 1,000+ high-quality trajectories
Describe your manipulation task and we'll get back to you with a plan.
Get in TouchOr book a call if you prefer