Operational Architecture

Platform Modules.

A comprehensive suite of autonomous agricultural engines, engineered for precision data management and yield optimization.

Multimodal Generative AI

Upjaoo Saathi

Unified intelligence engine leveraging agentic RAG and E5-float embeddings. Features automated leaf pathology diagnostics via computer vision.

Agentic RAGE5 EmbeddingsVisual Diagnostics
[ Initialize Module ]
Autonomous Advisory

Live AI (Krushi Mitra)

Low-latency acoustic agent engineered on LiveKit and Sarvam AI. Executes autonomous tool-calling for real-time agronomic guidance.

LiveKit/SarvamTool CallingDuplex Voice
[ Initialize Module ]
Orbital Remote Sensing

Farm Analyzer

Geospatial suite integrating Copernicus and NASA FIRMS. Custom polygon mapping for precision NDVI, NDRE, and topographic stress models.

Sentinel-2NASA FIRMSSoilGrids
[ Initialize Module ]
Free Farmer Ledger

Smart-Khaata

Free after farmer login. Track farm expenses, crop profit, livestock production, and budgets without a subscription.

Free After LoginOpEx TrackingProfitability
[ Initialize Module ]
Field Planning Toolkit

Farm Calculator

A lightweight planning suite for area conversion, seed estimates, profit checks, and tree counts — built as a separate solution from Smart-Khaata.

Area MathSeed PlanningTree Count
[ Initialize Module ]
Algorithmic Forecasting

Market Intelligence

Aggregates real-time spot rates from national exchanges. Employs XGBoost machine learning to predict price volatility and optimal sales windows.

XGBoost MLAPMC DataVolatility Forecasting
[ Initialize Module ]
Atmospheric Telemetry

Climate Intel

Real-time, WebSocket-driven weather monitoring. Delivers sub-second atmospheric fluctuations synchronized with field-level evapotranspiration data.

Real-time WSSET0 AdvisoryMicro-climate
[ Initialize Module ]

Integrate Core API

Access documentation, SDKs, and deployment endpoints.