Precision wine grape crop estimation.
Forecast yield with rising confidence at every phenological stage — budbreak to harvest — with a dual-validation engine that pairs non-invasive imaging with destructive ground truth.
Join the vineyard pilot →Operational confidence trajectory
Accuracy climbs as the season progresses and the model tracks clusters and berries — to final yield verification at harvest.
The dual-validation engine
Phenological testing — non-invasive
2–4 canopy images per tagged vine at Budbreak, Set, Midpoint, Veraison & Harvest; shoots and clusters counted per scouting event.
Destructive testing — ground truth
At Veraison & Harvest: complete cluster collection, dual-angle photography, precise weighing and volumetric testing — the truth that trains the model.
The global data engine
Across California (Lodi, Livermore, Healdsburg) and Chile (Santiago, Casablanca Valley) — Cabernet Sauvignon, Chardonnay, Pinot Noir & Sauvignon Blanc.
Today's ground-truth data is the foundation of tomorrow's autonomous vineyard — partners get early, reduced-price access to Agentic AI tiers as they enter production.
Join the wine grape pilot
Partner with us on phenological + destructive data collection and get early access to the platform.