Hey Product Hunt 👋 I'm Angelo, a Senior Engineer based in Berlin. I grew up in Guardia Sanframondi — a hilltop village of 5,000 people in Southern Italy's Sannio wine region, where families have grown Falanghina and Aglianico grapes for centuries. One evening I was looking at Copernicus satellite data and had a thought: what if I could turn publicly available weather and satellite data into something genuinely useful for the farmers I grew up with? That became Guardia del Campo. **What it does:** Every morning, the app tells a farmer: "Don't spray copper today — rain in 3 hours will wash it away. Wait until Thursday." Or: "Frost alert tonight at your elevation — cover sensitive vines before sunset." It combines Sentinel-2 satellite imagery, 7 weather APIs, and ML models trained specifically on local cultivars (Falanghina, Aglianico, Greco, Piedirosso for wine — Ortice, Leccino, Racioppella for olives) to predict risks like downy mildew, powdery mildew, olive fly, frost, and drought. **What makes it different from big AgTech platforms:** → It's free. No subscription, no trial, no "contact sales." → It's hyper-local. Trained on 305,000+ environmental records from one specific microclimate since 2015. → It's anonymous. No login, no registration. A farmer can report a disease sighting in 2 minutes without giving their name. → It explains itself. Every risk prediction shows WHY it's high — "humidity 89% + leaf wetness 14h drove peronospora risk up" — using SHAP explainability. No black boxes. → It runs on near-zero infrastructure (Supabase + Vercel + GitHub Actions). **The honest part:** Big platforms like xFarm and Agricolus are operationally more mature — they have hardware integrations, compliance tools, and thousands of customers. My ML methodology is more sophisticated (conformal prediction, 7-algorithm competition, automated drift monitoring), but I have fewer users and less field validation. This is a passion project, not a VC-backed startup. **I'd love your feedback on:** - Does the concept of a "civic intelligence layer" for small towns resonate? - Would you use something like this for your local community? - What features would make you actually open this every day? Try it: https://guardia.sann.io/campo Android: https://play.google.com/store/ap... Apple Store : https://apps.apple.com/de/app/gu... Report something: https://guardia.sann.io/campo/se... Thanks for checking it out 🍇

Guardia del Campo

AI farm advisor for small-town farmers. Free. Hyper-local.

AI farm advisor for small-town farmers. Free. Hyper-local.