From soil probe to accountable action.
A realistic 90-day founding pilot. No alert automatically sprays, diagnoses, certifies or replaces the person responsible for the crop.
1. Site and zone survey - map crop blocks, soil changes, slopes, irrigation sets and the farm question.
The output is a written sensor plan, not a generic equipment order.
2. Install and baseline - install only the required field stack, record depth/location, validate readings and capture starting conditions.
This is where field accuracy is won or lost.
3. Monitor conditions - ingest soil, weather, trap and scout observations with source and quality status.
Data that is stale, impossible or inconsistent is marked before any reasoning.
4. Create a check task - a material change shows its evidence, uncertainty and the exact zone to inspect.
The system asks for verification before it recommends a response.
5. Grower and adviser decide - correct water/airflow/conditions first; use prevention tools and approved inputs only as appropriate.
The prevention ladder keeps the least-harmful response visible.
6. Record and review - document what happened, re-check the zone and include only verified learning in the Crop Passport.
The value is a credible decision trail, not a dashboard screenshot.