Food & Beverage
Dress-bird grading, fill, cap, seal, label and foreign-object inspection with packaging-line OEE.
Food & Beverage
A priority vertical: AI dress-bird grading on poultry lines, cap and seal inspection, date-code OCR, foreign-object detection and packaging verification, all tied to conveyor and line OEE.
Defect Detection
Find scratches, contamination, cracks and surface flaws that fixed-rule vision misses.
ApplicationOCR & Traceability
Read date codes, serials, lot numbers and 1D/2D codes for end-to-end traceability.
ApplicationCounting & Inventory
Accurate AI counting and inventory verification, on the line or in the field.
ApplicationIn food & beverage
AI Dress-Bird Grading — Poultry Processing
A poultry processor grades every dressed bird on the shackle line against a documented quality standard — Grade A, B, C or reject — covering torn skin, scratch skin, haematoma and bruising, broken parts (patah), ammonia burn and other defect classes. PacketDCS is running a proof of concept on this line: AI vision grading every bird as it moves, at line speed, with per-bird evidence — measured against the graders it is meant to support.
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Cold-Chain Temperature IoT — FMCG Factory
An FMCG manufacturer needed continuous temperature visibility across storage and production to protect product and satisfy food-safety requirements.
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Hand-Washing Compliance Detection — Food Factory
In a food factory, PacketDCS AI vision monitors hand-washing compliance, confirming the procedure is followed and flagging misses.
Read the case studyDiscuss a food & beverage deployment
References and application notes for your sector are available on request.