Plant vision & QA
Examples: Leaf/fruit inspection, Pack QA, Foreign object detection
Inputs: RGB/NIR cameras, Line telemetry
Actions: Review queue, Reject/accept, Retrain request
KPIs: Recall ≥95%, False reject ≤1.5%, Review SLA ≤2h, Traceability 100%
CEA control
Examples: Climate recipes, Irrigation scheduling
Inputs: Sensors (VPD/EC/Temp), Weather
Actions: Setpoint update, Valve control
KPIs: Yield/room/day, Energy/kg, Within-bounds %
Harvest timing & yield/size
Examples: Size curves, Ripeness
Inputs: Imagery, Historical picks
Actions: Crew scheduling, Block sequencing
KPIs: MAPE (harvest timing), Pack‑out %
Dairy insights
Examples: Heat‑stress, Fertility alerts
Inputs: Collar telemetry, Weather
Actions: Vet workflow, Treatment compliance
KPIs: Alert precision/recall, Lead‑time