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Reference cases

Implementations inside Dutch operations.

Each case describes the scope of the engagement, lead time and outcome. Identifying details are anonymised. Full documentation is available on request.

  1. 01
    Logistics & transport

    Dynamic route optimisation inside a 3PL with daily plan cycle.

    VRP route-optimisation implementation with live traffic and EU driving-time rules for a mid-size 3PL with multiple sites. The planning process was redesigned so the planner keeps the final call while the model proposes options. Thirteen weeks.

    • VRP
    • EU Reg. 561
    • TMS-IFTMIN
    • OTD monitoring
  2. 02
    Food manufacturing

    HACCP-compliant predictive maintenance on a packaging line.

    Set-up of a sensor stream (vibration, temperature, cycle time) on an automated packaging line in a cold-chain environment. Failure forecasts are scheduled via CMMS into the shift change-over, and every CCP event is hash-chained for BRC and FSSC 22000 audits.

    • LSTM anomaly
    • HACCP CCP-3
    • CMMS
    • Hash-chain audit
  3. 03
    Agri-food & greenhouse

    Yield forecast and labour planning inside a tomato greenhouse.

    Set-up of a 7-day yield forecast per greenhouse bay based on climate data (PAR, CO₂, EC, temperature), growth curves from WUR datasets and historical pick data. The forecast drives the pick-crew schedule directly, including flex deployment for predicted peaks.

    • Climate computer
    • WUR curves
    • Pick labour
    • GlobalG.A.P.
AI cases: implementations in logistics, food and agri · AI Business Academy