Discuss a pilot

Home

Sort to buyer orders on the line you already run.

CircularMate is designed to add cameras, on-site AI and routing to existing textile sorting lines. Instead of sorting into generic grades and finding buyers later, each garment would be checked against buyer specifications, competing orders and the quantities still needed.

Discuss a pilot
Photo of a used light beige long-sleeve shirt laid flat, as analysed by the CircularMate prototype
Read from the photoReal prototype outputExample order A asks forPlanned matching, not built yet
Garment typeShirtShirt
ColourLight beigeLight colours
PatternSolidSolid
SleevesLong sleeveLong sleeve
FabricCotton or cotton blendInferred, 65% confidenceCotton
Order A priority: highStill needed: 60%

Planned decision: route to order A once an operator confirms the fabric.

The photo and the left column are real output from the CircularMate prototype software (photo cropped). Order A, the right column and the decision show how matching is designed to work. They are examples, not customer data.

One shirt, checked against the open order book

Every open order has a specification, a priority and a quantity still needed. The planned order engine would compare each garment with all open orders and choose one destination. If no order fits, the garment takes the next best route, such as resale or material recovery.

Example orderSpecificationPriorityStill neededPlanned decision for this shirt
ALong-sleeve shirts, cotton, light colours, solidHigh60%Chosen. All visible requirements match; an operator confirms the fabric first.
BShirts, any colourNormal30%Also fits, but ranks below A on priority.
CLight cotton shirtsHighFilledSkipped. The order is already complete.
DWool knitwearHigh40%No match. The garment is not knitwear.
Example orders to explain the logic, not customer data. Order matching is not built yet; today the prototype only extracts the garment attributes.

Discuss a pilot

Interested in discussing a pilot? Email us at info@dispute.com.