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Cold-start detection
The Predictive Engine flags suppliers with no completed QC history instead of treating them as safe.
Run trial QC on receipt — confirmed by you.
Next receipt opens an inspection and is held until QC passes.
The Predictive Engine flags a supplier with no QC history and suggests a trial QC on receipt.

The next receipt opens an inspection and holds the goods in quarantine until approved.

Nothing is used until QC passes it.
Each inspection builds the supplier's defect history.
The rule sits on the supplier, not in someone's memory.
Suppliers with a high defect rate can be set to inspect every delivery.
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