Ask the garden why — not just when to water.
An AI advisory agent for commercial growers. It reads your soil sensors, the forecast, and your water budget — then diagnoses before it prescribes, with a confidence label on every recommendation.
Join the pilotDiagnosis before irrigation
Most controllers run schedules. The Advisory Agent reasons over live data through three Verde Cloud tools, grounded by agronomy notes — so a valve fault doesn't get treated like a drought.
get_sensor_history
Daily soil moisture and temperature per zone, plus the irrigation run log and fault flags — the evidence for weather-vs-equipment diagnosis.
get_forecast
7-day temperature, rain and reference ETo from the Forecast Confidence Engine — with confidence values the agent must respect before acting on rain.
get_water_budget
Month-to-date allocation, burn rate and projected overrun from the Water Budget Engine — so plans fit the water you actually have.
Held to account by evals
Every build runs against a graded scenario suite before it reaches a grower. Three checks per scenario:
grounding
must_call — the agent has to consult the right tools. No answer about Zone 3 without reading Zone 3's sensors.
correctness
must_mention — the diagnosis and figures the answer has to contain: the valve fault, the soil type, the projected overrun in kL.
tripwires
must_not — hallucination and unsafe-advice checks, like cancelling irrigation on a 55%-confidence rain forecast.