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Use case

Food Waste Monitoring

8 July 2026

Vision Agent used
Produce · trimDiscarded untouched

Close-down check

Kitchen 1 · 21:40

  • Produce
  • Bakery
  • Prepared

Bakery up 18% on last week

Food is one of the largest controllable costs in any kitchen, and one of the least visible. Most operators know roughly what they spend on stock. Far fewer can say what left the building in a bin, or why.

The gap is not a lack of interest. It is that measuring food waste properly has always meant extra work or extra equipment.

The Challenge

Teams are usually offered one of two options, and neither survives a busy service.

Manual logging. Staff weigh and record waste by hand at the end of a shift. It works for a week, competes with everything else on the closing checklist, and then quietly stops. The data that does arrive is patchy enough that nobody trusts a trend drawn from it.

Dedicated hardware. A purpose-built smart bin with a built-in camera and scale automates the capture, but it has to be bought, installed, powered and maintained — per bin, per site. That constrains the rollout to one or two positions in the main kitchen, which is where the smallest share of the problem often sits. Spoiled stock in a coolroom, over-prepped product on a bench and unsold display items never pass over the instrumented bin at all.

How Tiliter Helps

The Visual Compliance Agent reads ordinary photographs. A phone photo taken at close-down, a snapshot from a camera already mounted over a prep bench, a frame pulled from existing CCTV — any of them can be submitted and assessed against what your operation expects to see.

There is no bin to buy, nothing to mount, and no site visit to schedule. That is the point: coverage stops being limited by how many instrumented bins you can afford, so the coolroom, the prep bench, the pass and the display cabinet can all be measured on the same basis.

What It Identifies

  • Food category discarded — produce, protein, bakery, dairy, prepared items
  • Waste type — trim and prep offcuts, plate return, spoiled stock, unsold product
  • Rough volume band, for comparing one day or site against another
  • Whole or barely-touched items, which usually point at portioning or forecasting
  • Packaged product discarded still sealed
  • Food appearing in the wrong stream, where waste is separated

On weight, honestly

Without a scale under the bin, this does not report grams. It reports what was thrown away, of what kind, how often, and how that changes — which is what a prep sheet or an ordering decision actually turns on. If you need certified weight for a regulatory return, keep the scale and use this for the coverage it cannot give you.

Where It Can Be Used

  • Restaurant, hotel and contract catering kitchens
  • Quick service and food court operations
  • Supermarket fresh departments, delis and bakeries
  • Hospital, aged care and campus food services
  • Food manufacturing and packing lines
  • Central production kitchens supplying multiple sites

Why It Matters

Buy closer to what you use

Recurring waste in one category is a purchasing signal. Seeing it weekly, by site, changes the order rather than the apology.

Fix the cause, not the symptom

Whole portions coming back tells you something different from trim offcuts. The distinction is the difference between a menu change and a prep change.

Reporting you can stand behind

Every result is tied to a timestamp, a site and the image it came from, so a sustainability or diversion figure can be traced to evidence rather than a spreadsheet.

Comparable across sites

The same standard is applied everywhere, so a multi-site operator can rank locations without arguing about who logged more carefully.

The Result

Food waste stops being an end-of-month surprise and becomes a weekly number with a photograph behind it — measured everywhere waste actually happens, not only where a smart bin happened to be installed.

Ready to turn images into operational data?

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