AI Visual Inspection for FMCG Manufacturing
FMCG production runs at speeds where human inspection is statistically impossible. A 1,000 units-per-minute packaging line cannot be manually inspected — and yet mislabelled products, under-filled containers and broken seals reach consumers every day, triggering recalls and brand damage.
DeepVision runs at full conveyor speed, inspecting 100% of units with consistent AI-powered precision.
FMCG Inspection Applications
- Fill level inspection — liquids, powders, granules — detect under/over-fill in real time
- Label inspection — correct label, correct orientation, no wrinkles, barcode readability
- Seal integrity — detect open seals, partial seals, seal contamination
- Cap and closure inspection — missing caps, cross-threading, incorrect torque indicators
- Carton and pack inspection — print quality, date codes, promotional compliance
- Foreign body detection — surface-visible contamination in open products
Keeping False Rejects Low
FMCG lines cannot afford false positive rejections that stop production. DeepVision is trained on your own good and defective parts during setup, so the line keeps running while genuine defects are caught and ejected.
After Packing: Counting Cartons at the Dock
Once cartons leave the line, DeepVision Warehouse tallies every carton against the shipment at the loading dock and counts the boxes on every rack bin. Each carton keeps the image it was counted from, so short and excess claims from distributors can be checked carton by carton.