Real-world data for Physical AI

Egocentric human data for frontier robotics, world models, and VLAs, captured to your spec.

350,000+ contributors · Millions of hours via supply partners · Every environment, on spec

DISTRIBUTION

A capture network built to reach real people in real environments, at scale.

First-person, head-mounted-style recordings spanning unique tasks across a diversity range of envinronments — multi-sensor IMU data included, with 95% hand visibility and clear field-of-view.

First-person, head-mounted-style recordings spanning unique tasks across a diverse range of environments. Multi-sensor IMU data included, with 95% hand visibility and clear field-of-view.

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Partners

Licensed real-world data, at frontier scale

We partner with global operators that capture high-quality real-world data at scale, then license it training-ready for frontier models.

Partner Case

10M+ hours

Synchronized driving and in-cabin footage, captured in real-world conditions.

10k+ vehicles

An active commercial fleet recording continuously, every day.

É o retorno médio por dólar investido em IA generativa

Modalities

Driver-facing video, road-facing video, ambient capture, and full vehicle telemetry.

20 countries

Real roads and real conditions across multiple markets.

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Real work, in every environment your model will face

We capture first-person video of skilled people doing real tasks across the verticals Physical AI has to operate in. Not staged demos in a lab, but actual work in the conditions your robot will meet.

Kitchens

Videos of real cooking activities, food preparation, kitchen workflows, and culinary environments captured in authentic settings.

Streets & Markets

Footage of people shopping, walking, interacting, and navigating busy streets, markets, and public spaces.

Warehouses

Real-world warehouse operations, inventory handling, logistics processes, package movement, and industrial workflows.

Workshops

Authentic hands-on activities, training sessions, craftsmanship, teamwork, and practical skill demonstrations.

Homes & Gardens

Everyday household routines, gardening tasks, home maintenance, and residential lifestyle activities.

Offices & Stores

Real workplace interactions, office tasks, customer service, retail operations, and commercial environments.

Textile & Garment

Garment production, sewing, fabric handling, quality control, and apparel manufacturing processes.

Auto Mechanic

Vehicle inspection, maintenance, repairs, diagnostics, and automotive workshop activities.

Agriculture & Harvest

Farming operations, crop cultivation, harvesting activities, fieldwork, and agricultural equipment usage.

Retail & Hospitality

Customer experiences, hospitality services, retail interactions, hotel operations, and guest-facing activities.

Manufacturing Line

Industrial production processes, assembly line operations, equipment handling, and factory workflows.

Cleaning & Janitorial

Professional cleaning tasks, facility maintenance, sanitation procedures, and janitorial operations.

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Tell us what you're training.

Tell us the data you need and the format you need it in. We scope it, source it, and deliver it.

Talk to our team

Physical AI Frontier Labs Data Clonex Labs