Technology

We own L2–L4. Partners supply L1.

A four-layer platform architecture where any partner hardware — present or future — plugs in through our gateway API.

L4 · Interface LayerLive app on Google Play — Bangla / Urdu / Arabic / Portuguese / Tajik, voice-first.
L3 · AI Decision LayerFamo AI Agent · TinyML edge models · Sentinel-2 + Landsat NDVI fusion · 5-tier reversibility policy.
L2 · Integration & GatewaySmartSoil Gateway (our IP) — LoRaWAN + 4G + LEO satellite fallback, open partner API.
L1 · Device LayerPartner hardware: soil sensors, drones, soil testers, pyrolysis units, irrigation valves.
Field monitoring

Satellite + drone + ground sensor fusion

Outcome-verified monitoring at a fraction of commercial cost — the kind of MRV subsidy programmes actually procure.

Layer 1 · Satellite

Sentinel-2 (ESA, 10m, 5-day revisit) + Landsat (NASA/USGS, 30m, 16-day) — NDVI, EVI, NDWI stress indices at zero marginal cost.

Layer 2 · Drone

On-demand crop-monitoring drones at 1–5cm resolution, triggered when satellite data flags a stress zone.

Layer 3 · Ground Sensor

Soil and water-quality sensors report continuously through the SmartSoil Gateway, ground-truthing the imagery.

AI tech stack

Built on a modern, edge-capable AI stack

Foundation LLM

Claude / GPT-4o / Qwen

Voice I/O

Multilingual TTS / STT

Computer Vision

Plant disease & soil CV

Edge ML

TinyML on the SmartSoil Gateway

Satellite ML

Sentinel-2 + Landsat NDVI fusion

Knowledge Graph

Crop-soil-region agronomy rules

Reversibility Policy

5-tier AI safety engine