Adapted to your URDF Setup

High-SignalDataEngine for Physical AI

POV + IMU + Glove data for ultimate training and evaluation pipeline automatically adapted to your URDF and simulation setup.

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The Data Moat is the Only Moat.

In the race to general-purpose robotics, neural architectures are no longer the bottleneck - data scale, quality and its customisation are. The leading embodied AI models of tomorrow will be built on high-fidelity, proprietary data engines.

Driftless Robotics provides the high-signal, multimodal fuel required to achieve human-level performance and reduce failure rates in complex, long-horizon tasks.

Data Acquisition

URDF-Adapted High-Signal Data

The data you receive is custom-adapted to your specific robot’s URDF and simulation environment.

Egocentric Perspective

We capture hands, objects, and intent - the critical cues for understanding why an action is performed.

Multimodal Richness

Streams include high-resolution video, IMU data, and precise finger-level tracking mechanisms.

Expert Collection

We employ a global network of providers to generate high-quality demonstration and correction trajectories globally.

Simulation

Streamlined Evaluation

Evaluation is the new bottleneck for scaling Physical AI. Driftless bridges the gap with robust Real2Sim pipelines.

Simulation-Ready Trajectories

Turn raw data into directly actionable, simulation-ready trajectories rather than just delivering disparate sensor logs.

True Generalization Testing

We design complex tasks spanning 15–30 minutes with multi-step sub-goals to rigorously test true policy generalization.

Driftless Robotics

Ready to scale your Physical AI?

Driftless Robotics engineers signals, helping physical AI obtain the intuition it needs to deploy in the real world.