FarmAgent is not a farm app. It is a layered intelligence platform that replaces operational blindness with complete visibility.

• Aerial Sight — Computer vision counts every living plant, maps every gap, flags every block in decline.
• Ground Sight — Smartphones measure production, size, and location with instrument-grade precision.
• Operational Sight — The Central Brain sees resources, goals, processes, and plans simultaneously.
• Longitudinal Sight — Farm Brain surfaces patterns and improvements that no single year reveals.

Drone flights and computer vision analysis produce a precise, GPS-anchored picture of every block — annually, reproducibly, without a single worker walking a row.

• Advanced Inventory — Object recognition identifies every living plant, calculates the exact Mortality Bleed Rate, and GPS-tags every missing plant as a replanting opportunity.
• Year-over-year canopy comparison — Flags plants with declining vigor before losses become irreversible.
• Targeted Scouting — AI generates GPS waypoint routes that send scouts only where attention is needed. Blanket scouting is eliminated.

Field Agent translates operations — scouting, spray runs, Jima harvest shifts — into structured, step-by-step digital workflows on the worker's smartphone.

• Guided Work Tickets — GPS block boundary, step sequence, assigned inputs, quality criteria. Offline-first: works with no cell coverage.
• Jima QA built-in — Photograph the cut → computer vision grades A, B, or C before the worker moves to the next plant.
• Autonomous rerouting — A worker photographs a flooded road. FarmAgent reroutes the harvest truck convoy automatically — before a single truck leaves the yard.
• PPE gatekeeping — Crew photographed at task start. PPE class verified before the task unlocks.

• Visual Scale — AI converts depth camera imagery into volumetric mass estimates for piña targets. A monthly production pulse, block by block — the heartbeat of the business.
• Visual Calipers — A reference card establishes scale. AI computes millimeter-accurate measurements from the image in under 10 seconds. 40–60 plants/hour vs. 8–12 with physical calipers.
• Visual Localizer — Tag a diseased plant or outbreak zone in Field Agent. The pin appears on every crew member's map within seconds.

An A-Grade Jima cut delivers 15–22% higher ART sugar content than a C-Grade cut. FarmAgent grades every cut with AI — built directly into the Jima work ticket.

• Worker photographs the cut → CV grades A / B / C before they move to the next plant.
• Sub-standard cuts flagged on-the-spot. Rework ticket dispatched to crew leader instantly.
• Manager QA Inbox surfaces problem cuts first — no reviewing routine photos.

• Agave Intelligence Corpus — Blue Weber growth curves, ART accumulation models, weevil pressure cycles, regional mortality benchmarks — embedded in every field decision.
• Continual Improvement — Lean/Kaizen principles applied to operations. Farm Brain surfaces cost reduction opportunities based on your estate's own execution telemetry.
• Business Intelligence — COGS modeling, distillery contract structuring, multi-cohort capital planning.

Every drone count, tonnage forecast, Jima quality score, and plan milestone accessible through a single natural language conversation.

The Personal Agent knows your goals, resources, processes, and active plans. It answers in plain Spanish or English — with your actual field numbers behind every response.