Catch critical defects before the lot
ever leaves the plant.
Computer vision, automated HACCP traceability and shelf-life prediction for food & beverage SMEs. A single product recall costs north of €500k on average — we install the AI guardrails that prevent them. Typical accuracy on pilot lines: >98 % depending on defect class.
5 blind spots that turn a non-conformity into a reputation crisis.
Average cost of a product recall
Reverse logistics, stock destruction, crisis comms, customer audits — plus the long-term margin hit on retail shelves.
False negatives in manual visual inspection
Fatigue, shift turnover and throughput: a tired operator misses up to 1 defect in 6 by end-of-shift.
Paper-based or semi-digital HACCP
Non-productive QA time and fragile traceability when an IFS/BRC audit or food-safety inspection lands.
Supplier non-conformities caught downstream
Out-of-spec raw material lands at receiving, gets processed, and surfaces three days later at a customer.
Forecast-driven food waste
Overstock, slow rotation, mis-judged shelf life: pure margin evaporating and growing ESG exposure.
Automated quality inspection via computer vision
An industrial camera over your line, a vision model trained on your real defects (foreign bodies, labelling, fill level, sealing, calibre, colour). Sub-80 ms decision, ejector triggered, lot-level archive.
- Multi-class detection: foreign bodies, visual defects, labelling, expiry coding.
- Continuous learning on your real rejects — the model improves lot after lot.
- Built for wet, low-temperature, high-pressure wash environments.
- Edge computing: no cloud dependency, runs in shop-floor blind spots.
Smart lot traceability (automated HACCP)
OCR + AI agent that consolidates CCPs, temperatures, supplier lots and lab results into an audit-ready dossier.
Demand forecasting & inventory optimisation
ML model blending history, weather, promotions and seasonality to tune production batches and raw-material purchasing.
AI-driven shelf-life optimisation
Per-lot shelf-life prediction based on production, transport and storage conditions. Auto-routing between retail, foodservice and anti-waste channels.
What you'll measure after 90 days.
Ranges observed on comparable industrial-vision deployments. Typical results — to be validated during the diagnostic.
From first line audit to series production.
3–5 day diagnostic
On-site visit, video capture, critical-defect inventory, HACCP alignment, ROI scoring and quantified roadmap.
Vision pilot in production
Model trained on your defects, software integration (camera + ejector), real-time dashboard, go-live on one line, side-by-side validation with your QA lead.
Multi-line, multi-site, IFS/BRC dossier
Hardening (washdown, vibration, lighting), ERP integration, multi-site roll-out, governance artefacts that ease your IFS / BRC audits.
MLOps & continuous supervision
Re-training on new SKUs, drift monitoring, incident log, QA-lead support.
From supplier to retailer in 8 timestamped nodes.
Every lot becomes a queryable graph: raw material, CCP, AI vision result, shipment, retailer. When an alert fires, the recall scope is narrowed in seconds rather than days.
Curious what this would look like on your line?
30 minutes, your process, our first quantified recommendations. No commitment.
An augmented quality system, not a demo.
- Proprietary vision model trained on your defects (model weights are yours)
- Specification + software integration on your vision hardware (Cognex / Keyence / Basler) or via referenced integration partner
- Real-time dashboard: defect rate, drift, per-lot alerts
- ERP connector (Sage 100 / EBP / SAP S/4 / Sage X3 Process)
- Governance artefacts that ease IFS / BRC audits (training set, metrics, human-in-the-loop, drift log)
- Model governance (MLOps) plan + re-training protocol
- Operator + QA lead training (1 day)
No ERP replacement. Your tools stay in place.
HACCP, IFS, BRC and the EU AI Act: an audit-ready dossier.
Regulation (EC) 178/2002 (food traceability, art. 18), Regulation (EC) 852/2004 (hygiene), mandatory HACCP, Implementing Regulation (EU) 931/2011, French AGEC anti-waste law. On the AI side: a vision system on a food line may qualify as 'high-risk' under the EU AI Act if it influences the release-to-market decision. We ship the governance artefacts auditors expect by default — training data, model performance, human-in-the-loop, drift log — that ease IFS / BRC audits and EU AI Act compliance. Certification itself stays with your accredited body.
See our security & compliance commitmentsAlready running in production for our clients.
Delivery notes, health certificates, supplier records: the document-extraction building blocks we deployed at Guenifey apply directly to your flows. Automated reading, structured data, zero re-keying.
An AI agency built by the engineers who ship the code.
Not a consulting firm. Not a digital agency. A team of AI engineers who scope, code and ship to production — for French SMEs and mid-market companies.
Meet the team and the methodEngineer-founded
From EPITA, ranked #1 computer-science engineering school in France.
AI student consultancy
Founded in 2024. Dozens of engagements shipped to production before launching OLIXID.
Scope · build · deliver
Same people from diagnostic to production. No disconnected pre-sales, no project tunnel.
Plugs into what you run
No ERP replacement, no big bang. AI sits next to your tools — your teams keep their interfaces.
