Zenith IMRA

HydroLoop AI – Intelligent Agricultural Water Management HydroLoop AI is an AI-powered agricultural decision-support platform designed to help farmers understand drought conditions, evaluate water availability, and make smarter irrigation decisions. The platform simulates seven-day agricultural water scenarios and compares fixed irrigation strategies with adaptive water-management approaches. It combines field information, soil and crop parameters, weather data, deterministic water-balance simulation, and evidence-based findings to help users understand potential water stress and irrigation trade-offs. Key features include: - Interactive agricultural dashboard with field configuration. - Seven-day drought and water-balance simulation. - Comparison of fixed and adaptive irrigation strategies. - Weather-data integration through Open-Meteo. - Analytics, scenario presets, and evidence-based findings. - AI-assisted explanations with a local Ollama model and deterministic fallback. - Saved analysis sessions, provenance tracking, and CSV/PDF reporting. Our goal is to make agricultural water planning more understandable, accessible, and data-driven.