Agricultural detail at scale
Case studies

What it looks like
in the field.

Real deployments across pasture, crop and climate — with the numbers, the lead times, and the limits.

PASTURE AI
Pasture · demo deployment

+0.6 t DM/ha across 240 paddocks

A 12-month rollout that ended chasing the wedge by clipboard. Stocking rate up, supplement bill down.

+11%
utilisation
−€18k
feed bill
240
paddocks
CROP AI
Wheat catchment · demo

Catchment yield called within 3% of harvest

Pre-harvest yield forecast across 18,000 ha. Used to plan intake and storage three weeks before combines moved.

±3%
vs actual
18,000
ha
3 wk
lead time
CLIMATE AI
Frost event · demo

Cover instructions to 1,400 farms, 38 h before frost

Localised risk surface called the night to ±0.4 °C. 78% of recipients took protective action.

1,400
farms
38 h
lead time
−€2.1M
loss avoided
PASTURE AI
Processor network · demo

Network supply forecast to ±4% at p80

Aggregated growth across 380 farms gives a one-month-out signal on milk peak.

380
farms
±4%
p80
30 d
horizon
CROP AI
Drought event · demo

Drought stress flagged 11 days before visual onset

Subsurface moisture model triggered an early-warning flag. Irrigation prioritised; yield held within 4% of plan.

11 d
lead
220
parcels
−4%
vs plan
CLIMATE AI
Drought outlook · demo

Six-week dry signal drove early silage cutting

Long-range anomaly model surfaced a high-confidence dry signal. Suppliers brought cutting forward by 10 days.

6 wk
horizon
320
farms
+1.2 t/ha
saved