Experimental projects

Hydrogeological risk monitoring for specific sites: integrates Copernicus Sentinel-1/2 data, weather and local history to provide an operational risk index updated continuously. The new /eventi-verificati dashboard publicly shows predictions vs real events — including model false negatives. Alpha version: use as a second layer above national alert systems, not as a sole tool.

Risk-Oriented Asset Decay Surveillance: public dashboard for Italian municipalities monitoring road surface condition by combining Copernicus satellite data, traffic, asphalt age, freeze-thaw events and precipitation. Six AI factors, three priority levels, PDF/GeoJSON/CSV export for the OOPP triennial plan. Public alpha: experimental data, do not use for operational decisions without verification.

Operational workflow for Italian municipalities with forested territory: fire registry management (L. 353/2000 art. 10), AIB Plan and urban planning alerts on 15-year building constraints — built on top of free Copernicus EFFIS data. Candidate for ESA BASS Kick-Start 2026, MVP scheduled Q1-Q2 2027.

Assistente conversazionale AI per PA e imprese: integrazione con basi documentali e workflow aziendali.

Ottimizzazione dei percorsi di raccolta rifiuti urbani tramite ML e dati di riempimento IoT.

Piattaforma di agricoltura di precisione: sensori IoT, dati climatici e ottimizzazione colturale.