LLMgeoChat turns satellite and remote-sensing data into clear answers. Ask a question in everyday language — and get rigorous, map-based analysis, powered by Google Earth Engine.
Describe what you want to understand about a place. LLMgeoChat plans the analysis, runs it on real data, and explains the result.
No GIS expertise required. Describe your question and the assistant chooses and runs the right geospatial analysis for you.
Real-time access to satellite imagery and global remote-sensing datasets, computed at planetary scale on Google Earth Engine.
Upload documents and vector data. Answers combine spatial analysis with your own context through retrieval-augmented generation.
A growing library of remote-sensing analyses, ready to run from a single conversation.
Estimate stored and captured carbon.
Deforestation & credit analysis.
Aboveground biomass mapping.
Classify and map the landscape.
Map heat & exposure across cities.
Monitor air-quality indicators.
Multi-temporal land change.
Vegetation seasonality, Sentinel-1.
Type what you want to know in plain language, or upload an area of interest as vector data.
The assistant selects the right method and executes it on Google Earth Engine in real time.
Receive interactive maps and a clear written interpretation you can share and act on.
A small team of geospatial scientists and engineers building accessible Earth intelligence.
Remote sensing & carbon modelling.
Pipelines & planetary-scale compute.
Turning analysis into decisions.
LLM & geospatial reasoning.
Access is invitation-only during the pilot. If you already have credentials, open the app and start a conversation.
Open LLMgeoChat →Questions about the pilot, partnerships, or access? We'd love to hear from you.