Plan4all

Through the BioClima project, Plan4all and its members are contributing to GEO’s efforts by bridging advanced AI and Earth Observation. Our work focuses on transforming complex environmental data into actionable insights and supporting the global collaboration needed to protect biodiversity and address climate challenges.

JackDaw was initially developed within PoliRuralPlus as a GeoLLM orchestration layer for authoritative geospatial data and analytical services. It has evolved into a catalogue-driven, tool-using framework for evidence-grounded Earth Intelligence workflows.

FOCAL provides the scientific and technical foundation for translating climate and Earth Observation data into practical forest-management intelligence. Info4Forest can build on FOCAL forest-use-case results and extend them through JackDaw as a GeoLLM-based advisory layer. This creates a direct pathway from FOCAL workflows to operational support for climate-adaptive forestry and resilient species-composition planning.

Sustainability and biodiversity protection are at the heart of Plan4all’s mission. Through the GEO framework, we use open EO data to support land use decisions that work with nature—not against it.

KijaniSpace analytics will bolster GEOGLAM Crop Monitor, delivering timely EO intelligence that sharpens crop forecasts and strengthens food-security decisions.

With GEO’s inspiration and support, Plan4all has embraced GeoAI as a core approach to unlock actionable insights from EO and geospatial data. By making AI-powered tools openly available, we are helping communities and innovators drive sustainable change at the local level.