Sawtooth Industries
Physical Data Intelligence

Know what's really happening out there.

Your shelves across a thousand stores, or your robot learning a new task. We put trained people on the ground, check the work, and hand your team clean data you can act on. No guessing, no black box.

Tell us what you need Book a call
For brands on the shelf Powered by DataPure

Is your shelf set up the way you paid for?

You bought the end cap. You should know it is actually there. Someone walks your stores with a phone, scans the shelf, and you get back a score against the standards you set with the retailer, store by store.

  • You see your facings scored against your planogram, store by store
  • You get photos of your product, your prices, and the competition, straight from the aisle
  • You catch a launch that did not land while you can still fix it
  • brands launching a product
  • franchise owners
  • grocers
Book a store-check call
PLANOGRAM SCAN · LIVE
Phone scanning a cereal shelf, reading planogram compliance and facings
Planogram compliance and facings, per product
Shelf with a product's brand, size, price and promo pulled out
Price and promo, read off the shelf
Almond milk carton with full structured product attributes
Full product attributes, structured
Grocery shelf with missing and misplaced items flagged
Missing and misplaced items, flagged
Apparel table with a display-standard issue flagged
Display standards, checked
Person capturing a restaurant table
Not just retail: restaurants too
For robotics teams Powered by Fizzion AI

Get your robot the reps it needs.

Your robot needs hours on real tasks before it can run them alone. You get trained operators driving it in live sites, covering whatever it cannot do yet, and every shift turns into data that moves it toward autonomy.

  • Your robot runs real work from week one, on whichever brand you deploy
  • Your team gets live-site episodes with multi-camera views and a success score
  • You get each shift back as training data, in the format your pipeline reads
  • Your model needs less help over time, because every episode is labeled and checked
RLDS
HDF5, COCO, your schema
multi-cam
views + success score
QC
checked clip by clip
Teleoperation. A live pick-and-place, scored.
Teleoperation. Sorting a live table, scored.

How a project runs

  1. You send the spec

    Task, place, hours, device, format. A sentence starts it. You get a plan and a quote back.

  2. We run a pilot

    A small batch first, so you check it against your own rules before anything scales.

  3. We collect

    People on the ground capture it. The annotation team labels it.

  4. You get the data

    In the format your pipeline reads, or as a store report your team can act on.

Tell us what you're after.

Describe what you are trying to solve or collect. You get a reply from Tim, usually the same day.

Book a call instead