Genio for Agriculture & Food Production

Agriculture remains vast yet under‑digitized. Soil probes, weather feeds, drone imagery, and supply‑chain scans exist—but rarely talk. The result: uncertain yields, wasted inputs, and opaque carbon footprints.

Genio Ag stitches these data rows into a living memory loop—optimizing every acre, bin, and shipment from seed to shelf.

NOW → EXPRESS

• Ingests IoT sensors (moisture, pH, NDVI), tractor CAN bus, weather APIs, and market prices in real‑time.
• Tags geospatial plots and crop IDs for every event.

INTERPRET → REFLECT

• Detects disease hotspots, input over/under‑application, and supply bottlenecks.
• Correlates rainfall forecasts, satellite images, and futures pricing to adjust plans.

VISUALIZE → EMBED

• Streams variable‑rate prescriptions, harvest windows, and emission dashboards to growers and co‑ops.
• Embeds each field event as a vector for multi‑season recall.

REPLAY

• Season playback of decisions vs. yield—fueling next‑year hybrids and practices.
• Carbon tracking ledger auto‑generates offset certificates and sustainability reports.

1. Precision Input Engine

Combines soil grids and NDVI to prescribe seed, fertilizer, and water—cutting costs and runoff.

2. Crop Health Sentinel

Detects pest and fungal patterns via drone and satellite imagery. Alerts agronomists early for targeted response.

3. Supply‑Chain Traceability

Embeds QR‑level provenance from field to processor to retailer—meeting regulatory and consumer trust demands.

4. Carbon & Water Ledger

Calculates CO₂e and water intensity per bushel, generating credits for voluntary and compliance markets.

• Edge Capture: LoRa/5G gateways, drone uploads, and ERP feeds into Kafka streams.
• Genio Heads: NER (crop & chemical), Sentiment (farmer notes), QA, Embed—run on GPUs/TPUs/LPUs.
• Memory Layer: PostGIS for field events, Qdrant vectors, DuckDB time‑series.
• Visualization: Leaflet field maps, yield heatmaps, and AR goggles for in‑field scouting.

• Data‑Driven Acres: Every plot learns from last season.
• Regenerative ROI: Profit and planet align with carbon ledgers.
• End‑to‑End Provenance: Trust from farmgate to fork.
• Future‑Ready: Vendor‑agnostic, drone‑friendly, edge‑aware.