Food & Beverage
Foreign body detection, fill level, label verification, seal integrity, contamination.
What makes this hard
Food and beverage production combines the widest natural product variation with the least tolerance for foreign material. The same inspection has to accept that no two products look identical and still catch the one that contains something it should not.
That combination defeats threshold-based logic. Set the thresholds tight enough to catch contamination and good product is rejected; loosen them and the escape rate rises.
FOCUS™ AI learns the acceptable appearance envelope from real production, including the variation your process legitimately produces, and treats anything outside it as a deviation. Fill level, label and seal are assessed in the same inspection, at line speed.
Typical inspection points
- Foreign body detectionMaterial that does not belong, without enumerating it in advance.
- Fill levelFill within the acceptable band for container and product.
- Label verificationCorrect label, correctly placed, correctly printed.
- Seal integrityContinuity and quality of the seal across the sealing area.
- ContaminationVisible contamination on product and packaging.
How we get there
The first three steps of our deployment process. Nothing is promised before feasibility has been assessed.
- 01
Show us the challenge
Share your products, defect types, production environment and inspection requirements. Physical samples, images or video — whatever best represents the problem.
- 02
Validate feasibility
Our engineers analyse whether FOCUS™ AI can reliably identify the required deviations at production speed. Honest assessment — including the cases where we recommend a different approach.
- 03
Train FOCUS™ AI
Build and optimise the inspection model using representative production data — real defects, real variation, real production conditions.
Related industries
- FMCG & PackagingLabel, print, closure, damage, presence and cosmetic quality at high line speeds.
- PharmaceuticalTablet inspection, blister verification, serialisation, tamper evidence, regulatory traceability.
- AutomotiveBody panels, castings, seals, fasteners, assemblies. Zero tolerance for defects that reach the vehicle.
ZERO DEFECTS IS THE TARGET.
ZERO RECALLS IS THE RESULT.
ZERORECALLS.AI
Vision that never loses focus.
Have an inspection challenge? Put our Vision AI to the test. We will tell you whether we can solve it — and if we can, we will show you how fast.
