In Development

The right crop, at the right time.

AgriInsights is an AI-powered crop advisory in development — analyzing satellite imagery, soil profiles, and weather data to tell farmers what to plant, when, and why. In their language.

Green crop field seen from above

In development

Status

Within 12 months

Target launch

RAG + Agents

Architecture

What it will do

Three data streams. One clear recommendation.

Satellite Imagery

Field-level views from satellite data feed directly into the advisory models.

Soil Profiles

Soil composition and health data ground every recommendation in the reality of the field.

Weather Intelligence

Seasonal and short-range weather signals shape what to plant and when to plant it.

Vernacular Advisory

Recommendations delivered conversationally, in the farmer's own language — not English-only dashboards.

Proven Architecture

Built on the same RAG and LangGraph agent pattern already running in production in LegalMind AI.

GPU-Scale Inference

Designed for GPU-accelerated inference from day one, so advisory stays fast and affordable at scale.

How it will work

From data to decision

1

Ingest the field

Satellite imagery, soil profiles, and weather data are combined for the farmer's specific location.

2

Agents reason over the data

The same agent architecture behind LegalMind weighs crop options against conditions and seasonality.

3

Advise in plain language

The farmer gets a clear recommendation — which crop, when, and why — in their language.

Built with

Satellite DataDeep LearningRAG + LangGraphVernacular LLMsGPU Inference

Crop advisory for the next 100M farmers.

Launching within 12 months. Partner with us to shape it.

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