Who it’s for?
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Brands & retailers: industrial/deadstock apparel (unsold, returns, overruns) needing value recovery and DPP/EPR-ready traceability.
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Sorters, recyclers & collectors: faster, more consistent grading of post-consumer apparel with fewer re-handles.
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Councils & charities: community capture of post-consumer apparel to build local jobs, growth & enterprise pathways.
Dataset Capture Pilot
1–2 minute prompt-led tagging of industrial deadstock and post-consumer apparel (item, condition, images) → decision-ready records + local audit trail.
Model Prototyping Pilot
Train AI-assisted classification on scoped apparel categories; outputs confidence + flags. Accuracy targets agreed at pilot start.
Deployment Pilot
Operators use a shared baseline to sort apparel faster, reduce storage/write-offs, lift routing yield, and export DPP/EPR-ready reports.
Outcomes & ROI
Sort time per item
Re-handles
Write-offs
Routing yield
Traceability (DPP/EPR)
Value recovery
Women & youth jobs/opportunity