Vision & monitoring

Shelf & inventory monitoring

Tracks stock levels, stockouts, and layout compliance from video.


Tracks stock levels, stockouts, and layout compliance straight from video — no manual shelf checks.

What it does

  • Tracks stock levels and detects stockouts
  • Checks planogram and layout compliance
  • Alerts when shelves need attention
  • Reports trends over time

Common requests it handles

  • Tell me when this shelf is empty
  • Is the planogram being followed?
  • Track stock levels over the day

Recommended models

Shelf and stock detection uses vision models tuned to your layout and products, running on your own infrastructure.

Tuning tips

  • Define your planogram and stock thresholds
  • Provide camera angles that cover the areas you care about
  • Tune alert sensitivity to avoid noise

What we need from you

  • Camera feeds of the areas to watch
  • Your stock and layout rules
  • Alert destinations

Good for

  • Retail and warehouses
  • Reducing stockouts
  • Automating shelf audits