PRODUCT / AMR OS

FROM FIELD
SIGNAL TO
VERIFIED ACTION.

One connected operating picture for soil, weather, crops, equipment, and the people responsible for the next move.

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AMR / FIELD CONSOLE SYSTEM ONLINE

Operational area

NORTH BLOCK

SOIL VWC61%
CANOPY INDEX0.84
NETWORK05/05

LIVE MESH / 05 NODES

Signal cadence / <60sHuman approval / armed

SYSTEM ARCHITECTURE / 006 LAYERS

ONE PRODUCT.
EVERY FIELD SIGNAL.

Each layer can stand on its own. Together they form a resilient path from physical measurement to controlled action.

01

IoT Sensor Nodes

Industrial-grade hardware deploying real-time data directly from fields.

LoRaWAN & NB-IoT native wireless protocolMultilayer soil moisture VWC sensor (+/- 1.5% accuracy)
02

Edge Computing Station

Local signal processing and automation protocols running directly on the field margin.

ARM Cortex-A72 quad-core processing unitOffline automation engine with SQLite telemetry database
03

Weather Stations

Hyperlocal weather stations logging solar, wind, humidity, and rainfall rates.

Sonic anemometer for zero-maintenance wind speed/directionOptical disdrometer rain gauge for droplet sizing
04

Digital Twin Engine

High-fidelity virtual recreation of fields, terrain, soil, and water hydrology.

Topographical CAD mapping via satellite and UAV importDynamic finite element model for soil moisture diffusion
05

AI Agent Layer

Agentic crop intelligence acting as your agricultural copilot.

Fine-tuned Agronomic LLM with proprietary context databaseAuto-generated disease diagnosis via camera image inputs
06

Cloud Intelligence & Automation

Central orchestration portal coordinating global farm assets.

Enterprise-ready cloud ingestion layer with security-first designAPI gateway with GraphQL integration for third-party ERPs

THE CLOSED LOOP / 003 MOVES

SENSE. UNDERSTAND. ACT.

01

Sense

Collect soil, climate, canopy, and equipment signals at field cadence.

02

Understand

Combine agronomic models, history, and context into explainable priorities.

03

Act

Move approved decisions to crews, pumps, valves, and operational systems.

OPERATIONAL FIT / 004

BUILT AROUND THE OPERATION.

10 YEARSProjected node battery
IP68Field-ready enclosure
-40° / 85°COperating range
LORAWANLong-range mesh
FIT / 01

Large Enterprise Growers

Standardize data structures across vast multi-regional farm networks.

  • Real-time central operations map showing all active regions
  • Unified telemetry APIs easily connecting to legacy ERP systems
FIT / 02

Precision Water Management

Thrive in drought-prone climates with drop-level tracking.

  • Reduced irrigation waste through dynamic, sensor-driven watering schedules
  • Soil moisture profiles mapped in 3D topography models
FIT / 03

Agricultural Cooperatives

Empower individual members with shared intelligence and machinery.

  • Shared microclimate tracking across the local regional mesh
  • Anonymized regional yield tracking to optimize market prices
FIT / 04

Researchers & Analytics

Academic-grade telemetry with open research APIs.

  • Raw CSV, JSON, and GraphQL API endpoints for data analysis
  • Exportable soil diffusion models for academic publications

PRODUCT BRIEFING / CONTACT

MAP AMR TO YOUR FIELD.

Tell us what you grow, what data you already have, and where your operation needs more certainty. We’ll use the contact form to prepare a focused product conversation.

Start with the contact form