Holds & release
Nothing ships until a person decides.
AI reads component paperwork, spots recurring nonconformances and plans reagent stock. Keep reagent and component lots, formulation weights, kit reconciliation, expiry dates, lot release testing and the documented release decision together, so your quality team reviews one complete kit lot record.
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Five reasons not to put it off.
Paper hides kit gaps.
A wrong reagent lot or missed QC check stays buried until a lab complains.
Add warehouse and quality when you're ready.
Antibodies, buffers, plates and packaging stay pending until released for use.
Each concentrate is scanned and weighed against the approved formulation.
Vials are filled and each kit's components are issued and reconciled.
Lot release results sit with the kit lot; pending ones stay visible.
Lot and expiry labels are checked, a person records the decision, shipments are traced.
Each record stays linked by lot, for example CJ-118 → WB-2231 → KT-4471 → SHP-3390. People make the quality and release decisions; V5 keeps the evidence together. See inventory & traceability
It predicts and flags. Fixed rules decide. People sign.
Predicts demand before it hits.
Forecasts kit demand and tunes reagent reorder points against expiry.
Quality, laboratory, equipment and distribution records around every kit lot.
Nothing ships until a person decides.
Lot release and shelf-life results with the kit lot.
Calibration and maintenance status at the point of use.
From reagent lot to customer and back.



Every component traced. Every kit lot reviewed.
21 pages · 2 worksheets · 11 primary sources
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