Technical Architecture

The Data Mesh & Intelligence Layer for Industrial Agriculture.

Engineered from the physical soil up. PRIMA ingests, normalizes, and computes millions of agronomic and logistical telemetry events per second into an immutable, audit-ready operational record.

LAYER 01 • INGESTION & TRANSLATION

The PRIMA Data Mesh

Agriculture has dozens of conflicting proprietary formats. John Deere uses proprietary XML, Trimble produces proprietary shapefiles, climate stations broadcast over LoRaWAN packets, and elevators run legacy AS/400 databases.

PRIMA deploys distributed micro-connectors that translate raw telemetry into our normalized Agri-Event Schema in sub-second timeframes with zero manual data scrubbing.

ISOBUS 11783 CAN Sentinel-2 / Planet Labs NOAA Doppler Radar SAP S/4HANA Ag

// Normalized PRIMA Telemetry Ingestion Schema

{
  "telemetryId": "PRIMA-EVT-892401",
  "timestamp": "2026-10-16T21:30:00Z",
  "blockId": "ZONE-US-IA-P04",
  "metrics": {
    "vwcSoilMoisture": 34.82,
    "matricTension_kPa": -41.5,
    "canopyNDVI": 0.814,
    "dewDurationHrs": 2.1,
    "dieselFlow_galHr": 11.8
  },
  "riskStatus": "OPTIMAL_RANGE"
}

LAYER 02 • BIOPHYSICAL AI

The Neural Ag-Engine

Raw data alone does not make corn grow or grain sell better. The Neural Ag-Engine incorporates rigorous biophysical agronomic equations (Penman-Monteith evapotranspiration, thermal time phenology, nitrogen mineralization dynamics) blended with machine learning models trained on 15+ years of multi-continental field data.

The result: forward projections with 99.2% confidence intervals on yield capacity, pathogen infestation windows, and post-harvest drying economics.

Engine Core Features:

✓ Synthetic NDVI Gap-Filling: Cloud-penetrating radar models eliminate cloudy satellite blackouts during peak growing phases.
✓ Microclimate Interpolation: 1km downscaled weather models provide field-specific rain, wind, and dew point accuracy.
✓ Variable-Rate Prescription Engine: Generates machine-ready shapefiles for 24-row planters and smart sprayers.

LAYER 03 • EDGE & CONNECTIVITY

Edge-First Gateway Architecture

Commercial agriculture happens in remote geographies where cellular connections drop. PRIMA's edge software runs locally in tractor cabs, grain elevator scale houses, and irrigation pivot control boxes.

Telemetry is processed at the edge with millisecond response times. When satellite or LTE links re-establish, data synchronizes bidirectionally with cryptographic integrity.

Enterprise Security & Sovereignty:

Your agricultural data is your sovereign business asset. PRIMA enforces strict zero-data-monetization charters:

• AES-256 at rest, TLS 1.3 in transit

• Multi-tenant role-based access control (RBAC)

• SOC2 Type II audited annually

• Full Ag Data Transparent compliance