A refinery for real-world video

Raw footage in. Training data out.

Thousands of store cameras record all day for no one. Relentless turns that footage into sorted, labeled, upscaled and multiplied clips for teams training robotics, VLA and world models.

The data engine

Every clip goes through the same four stages

Raw video is the ore. The engine is the refinery. What comes out is data a lab can train on the same day.

CCTV footage โ†’ sort โ†’ chop & label โ†’ upscale โ†’ multiply โ†’ dataset

Sort

A fast first pass keeps only footage with real activity, like hands reaching, picking and placing. Dead hours never reach the expensive stages.

Chop & label

Clips are cut into action segments and labeled ("reaches for item โ†’ picks up โ†’ places in basket"). Faces are blurred.

Upscale

Every clip is upscaled to recover resolution and fine motion. We ship the source frames next to the output so you can check it.

Multiply

Physics-preserving diffusion makes variants of each clip, like new lighting or a swapped object. One real clip becomes many examples.

the box
Supply

The box

Stores already have cameras. We plug in our hardware and pay them for footage they were throwing away.

  • Plug in, get paidStores earn per unit of footage, with no work on their side.
  • Privacy on siteFaces are blurred on the box, before anything leaves the store.
  • Sorts at the edgeOnly clips with real activity get uploaded, which saves bandwidth and storage.
Datasets

Find the data your model needs

Search by action, setting or object. Every clip comes with action labels, the raw source and the upscaled version.

Pricing

Priced by quality

Pretrain on volume, fine-tune on the premium tier. Pick the mix that fits your model.

Volume
$4 / hour of footage
  • Sorted and labeled clips
  • Upscaled + raw source
  • Best for pretraining
Custom
Let's talk
  • Request specific actions or settings
  • Bulk delivery on physical drives
  • For labs training at scale
Early access

Tell us what your model needs

Researchers and labs get the first datasets. Store owners can sign up for a box.

Thanks! We'll be in touch.