Physical Data Intelligence
Real-world commercial intelligence

Know what's really happening out there.

We put trained people into real commercial environments worldwide and turn what they capture into data you can act on. For the teams training AI, and the brands on the shelf.

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One ground truth, many industries

Real environments. Real variety. Worldwide.

Warehouses, factories, retail floors, households and expert trades, captured across regions most providers can't reach. Same discipline, two ways to put it to work.

  • Warehouse & 3PL
  • Manufacturing
  • Assembly
  • Retail floor
  • Household
  • Expert trades
  • Global regions
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Robot training data

Egocentric, teleoperation, tactile and more, captured in the environments your robot will actually work in. Spec it, we collect it, your pipeline reads it.

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Merchandise data

See every shelf the way your shopper does. Planogram compliance, pricing, facings and attributes, read off the shelf in live stores.

Explore merchandise data

How a project runs

  1. You send the spec

  2. We run a pilot

  3. We collect

  4. You get the data

Tell us what you're after.

Describe what you are trying to solve or collect, and Tim will get back to you.

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