The OlmoEarth Platform: Geospatial inference at planetary scale

The OlmoEarth Platform enables AI analysis of satellite imagery on a planetary scale, creating powerful tools to monitor deforestation, food security, and wildfire risk. It tackles the immense challenge of processing terabytes of data by intelligently splitting jobs into data acquisition (CPU) and model inference (GPU) to maximize hardware efficiency. This system can partition entire continents into thousands of parallel tasks, reducing analysis time from months to mere hours and producing highly detailed environmental maps.