agrivo

Our advisor takes a test on every release.

Farm software full of AI claims rarely shows evidence. We think an advisor that farmers act on should be accountable, so we publish its evaluation suite and its score, every case it must pass before a release ships.

Covers the deterministic (model-free) advice rules only. Grounded AI answers are exercised separately and are not claimed here.

12/12

cases passing

Suite: Deterministic advisor stances

Last verified run: 2026-07-03

Runs automatically on every code push. A failing case blocks the release.

The test, in plain language

Sale price entered ~50× below the farm’s own history (e.g. total typed instead of per-ton)

must REJECT

The classic unit-confusion error silently destroys revenue figures.

Sale price far above the farm’s usual band

must REJECT

Too-good numbers corrupt profitability just as badly as too-low ones.

Sale price just outside the usual band

must FLAG

Worth a second look, not a hard stop.

Sale price in line with the farm’s history

must ACCEPT

Good data should pass without friction.

Missing / zero sale price on a harvest

must REJECT

A zero price silently reports zero revenue for the harvest.

Blank input cost

must REJECT

Unpriced inputs make margins read falsely high.

A recorded, plausible input cost

must ACCEPT

No false alarms on normal entries.

Blank worker daily rate

must REJECT

Unpaid labour on paper inflates every profitability number.

Implausibly long equipment service interval (900 h)

must FLAG

Likely a typo; deferred service is an expensive failure mode.

Typical equipment service interval (250 h)

must ACCEPT

Standard values pass.

Field area larger than the entire farm

must REJECT

Impossible geometry corrupts every per-hectare metric.

Plausible field area

must ACCEPT

Normal values pass.

Why this matters: these rules run while you type, they catch the olive harvest sold for “20” instead of “1,100” before it wrecks a season of profitability math. And on your own farm, the advisor keeps a ledger of its recommendations and their measured outcomes, so you can see whether following it actually paid.

Ask any other farm-software vendor for their AI test scores. · Agrivo