AI SOLUTIONS FOR ROBOTICS & PHYSICAL AI
SCALING YOUR VLA MODELS WITH CUSTOM, DIVERSE REAL-WORLD DATA
AI SOLUTIONS FOR ROBOTICS & PHYSICAL AI
Most robotics teams hit a wall when transitioning from the lab to the real world. While synthetic data is a great starting point, standard datasets rarely survive contact with complex, unpredictable physical environments.
Closing that gap takes diverse, custom datasets—collected, annotated, and delivered through a global network of collection sites.
From complex manipulation tasks to human-robot interaction, we help you bypass logistical bottlenecks so your engineers can focus on building the future of physical AI. Because physical AI moves mass in real space, small mistakes have real consequences. We ensure your training sets contain the precise evidence of action-in-context required to eliminate tangible safety risks.
Our Services.
- Custom Data Collection & Robotics Pipelines
- Advanced Video & Image Annotation
- Secure Deployment
Custom Data Collection & Robotics Pipelines
We source diverse, high-quality robotics and autonomous systems data, from egocentric video to complex multimodal streams like LiDAR point clouds, IMU, and multi-camera rigs. Our time-synchronized, multi-sensor collection pipelines solve technical bottlenecks like Sim2Real scaling, hardware synchronization, and location-specific data capture, with onsite, near-site, or in-field deployments.
Advanced Video & Image Annotation
We transform raw robotics data into high-quality training datasets through precise, human-validated annotation—from identifying block attributes and mapping complex traffic scenarios to labeling robotic actions like approaching, grasping, and lifting. These workflows are optimized for imitation learning, reinforcement learning, and high-fidelity human demonstration mapping.
Secure Deployment
Protect your proprietary models and sensitive field data with secure infrastructure tailored to your project needs, including controlled facility reconfigurations and strict operational security protocols. Your data stays under your control.
Success Stories.
We've partnered with thousands of companies around the world. View a selection of our customer stories below to learn more about how DataForce has helped clients excel in the global marketplace.
Let's work together!
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