Health & Life Sciences
Food
In food, visual inspection is a safety matter, not only a quality one. Foreign body and adulteration detection can require methods beyond standard imaging.
Problems we address in this sector
- Foreign body and defect detection on the production line
- Adulteration and authenticity verification; non-standard imaging methods
- Automatic verification of packaging and label accuracy
- Traceability and shelf-life tracking across the supply chain
Approaches we apply
- Computer VisionObject detection and tracking, video understanding, vision-language models, document intelligence and OCR, real-time inference on edge devices.
- MLOps & Model OperationsEvaluation infrastructure, observability, hallucination and regression tracking, continuous retraining.
- AI Security & PrivacyRobustness against adversarial attacks, prompt injection defence, learning without sharing data, and model confidentiality.
Other sectors in this group
Do you have a problem in this sector?
Let's define the problem together in a technical consultation; feasibility is assessed at the first stage.