Frontier labs have trained robots on millions of hours of household video. They can fold laundry and load dishwashers. But the industrial environments where robots are needed most remain a data desert.
Chemical plants, oil refineries, fabrication yards. Hazardous, regulated, and physically inaccessible. The generic data pipeline doesn't reach them.
Not just video. Multi-modal data synced with the operational context of the facility.
Existing data vendors recruit in homes, kitchens, and offices. We embed directly in chemical plants, oil refineries, and heavy fabrication facilities through industrial partner relationships built over years of enterprise sales.
Every dataset we capture is synced with the facility's ERP and MES systems, environmental sensors, and real-time process telemetry. This creates a "context-aware" dataset that a video labelling firm can never replicate.
A pipeline that turns industrial workflows into robot-ready training data.
We focus on the hazardous and regulated industrial environments where the data gap is widest.
Manipulation data from environments rated for explosive atmospheres. Extreme labor scarcity meets genuine physical danger.
Structured inspection workflows with full operational context. Buyers already investing hundreds of millions in robot training.
Complex fabrication and assembly processes across high-entropy environments where generalization matters most.
If you're building robots for industrial environments, or operating the facilities they'll work in, let's talk.
Talk to Us