Outputs
Expected outputs of GenAI4Earth are the following :
- GenAI-enabled FAIRification toolkit for AI-ready datasets
- GenAI quality toolkit embedding bias detection, provenance, and trust metrics
- Validated pilots with multimodal foundation models (urban, agro-forestry, seismology)
- Machine-actionable APIs and reproducible workflows aligned with EOSC Nodes
- EOSC-aligned GenAI training suite and onboarding resources
- Policy briefs and standardisation contributions under GenAI4EU and EOSC
Specifically, this will mean :
- 90% of project datasets reaching “GenAI-ready” FAIR level
- ≥3 multimodal foundation models validated in pilots
- ≥3 APIs/services integrated with EOSC infrastructures/nodes
- ≥100 researchers trained and ≥50 data stewards onboarded
- ≥6 policy contributions submitted to EOSC/EC bodies
- Demonstrators delivered in pilots: UC1 Urban resilience, UC2 Agro-environmental monitoring, UC3 Hazard detection (land–ocean systems)









