About DatraAI
Building the data infrastructure
physical AI needs to work.
DatraAI was founded on a simple observation: the bottleneck for physical AI is not compute, and it is not algorithms. It is data — real-world, embodied, multimodal, grounded in physical reality.
I
We are infrastructure,
not annotation.
DatraAI is not an annotation company. We do not take your raw video and label it. We are an infrastructure company: we design and deploy the collection systems, build the synchronization pipelines, run the quality control, manage the licensing, and deliver training-ready datasets to the teams building physical AI systems.
II
Real workers.
Real environments.
We deploy egocentric wearable capture systems on workers in live industrial, warehouse, kitchen, and household environments. Not controlled labs. Not actors in a studio. Real people doing real work, wearing our rigs, generating ground truth embodied data at scale.
“The bottleneck for physical AI is not compute, not algorithms — it is data. Real, embodied, grounded in physical reality.”
What we’re
building.
01
Collection Network
500K+ demonstrated tasks across 25+ environments. Egocentric wearable rigs. Synchronized multimodal capture at scale.
02
Processing Pipeline
Frame-level synchronization, annotation, QA, and structuring. ±2ms temporal alignment. HDF5 + JSON output.
03
Delivery Infrastructure
Licensed dataset delivery via signed URLs. Exclusive and non-exclusive licensing. API access for continuous feeds.