Training Data for
Autonomous Robots
We collect teleoperation data, motion capture, UMI gripper data, and real-world RL data for robotics companies worldwide.
India operations. Silicon Valley standards. 5x cost advantage.
What We Collect
Four Types of Real-World Training Data
We focus exclusively on high-value real-world data: teleoperation, motion capture, UMI gripper data, and real-world RL. No simulation. No egocentric video. Just the data that actually transfers to deployment.
Teleoperation Data
Direct robot control with full action labels. The highest-value data source for training VLAs.
Motion Capture Data
High-precision human movement tracking at millimeter accuracy for humanoid locomotion and manipulation.
UMI Gripper Data
Universal Manipulation Interface data for dexterous manipulation tasks with precise gripper control.
Real-World RL Data
Robot self-play with reward signals for continuous improvement through autonomous exploration.
Teleoperation Data
Direct robot control with full action labels. The highest-value data source for training VLAs.
Motion Capture Data
High-precision human movement tracking at millimeter accuracy for humanoid locomotion and manipulation.
UMI Gripper Data
Universal Manipulation Interface data for dexterous manipulation tasks with precise gripper control.
Real-World RL Data
Robot self-play with reward signals for continuous improvement through autonomous exploration.
Leading labs like Physical Intelligence and Generalist AI rank teleoperated real-world data highest because it produces the most accurate VLA agents with real physics and real contact dynamics. We specialize in exactly this.
The Real Differentiator
Your Robot's Domain, Our Operators
A welder collecting welding data produces better demonstrations than a generic teleop operator. That's not theory. That's why we hire operators based on your robot's target job domain.
Key Insight
"Dataset diversity and task expertise matter more than raw volume. 1,000 demonstrations from domain experts outperform 10,000 from generic operators."
Sentientx Research Thesis
Generic teleop data trains generic behaviors. Domain-expert data trains deployable skills.
The India Advantage
24/7 Data Collection at 5x Lower Cost
This isn't about being cheaper. It's about being structurally more capable. Our India operations give you something US-based collection simply cannot match:
3-Shift Operation
Each shift produces 4 hours of quality-approved training data with verified diversity and accuracy. With 3 shifts running daily, that's:
- 12 hours/day of useful training data
- 84 hours/week guaranteed output
- 336 hours/month of production-ready data
The Math
A typical US vendor produces ~25 hours/week. We guarantee 84 hours/week. That's over 3x the output at 5x lower cost. For the same budget, you're not just saving money. You're accelerating your training timeline by months.
How It Works
From Your Hardware to Training Data in Weeks
Discovery Call
30-minute call to understand your robot, target tasks, and data requirements. Custom proposal delivered within 48 hours.
Hardware Integration
Ship us your robot or teleoperation rig. Our engineering team handles setup, calibration, and operator training.
Pilot Collection
Initial data collection sprint to validate quality and workflow. You review samples, we adjust based on feedback.
Scale Collection
Once validated, we ramp to full 24/7 operations. Hundreds of demonstrations per week with daily progress reports.
Iterate & Expand
Review your model's performance. Adjust collection strategy. Add more robots, more data types, more complexity.
Start with a Pilot
No long-term contracts. If we don't deliver, you don't pay.
Who We Work With
For Teams Building Real-World Autonomous Robots
We partner with any team that needs high-quality training data to make robots autonomous.
If you're training a robot to operate in the real world, we can help.
Get Started
Let's Talk About Your Data Needs
Tell us about your robot and what you're trying to achieve. We'll respond within 48 hours with a custom proposal and pricing estimate.
Work With Us
Tell us about your robot and your data needs.