Few things generate as much data as simply observing Earth from above. But Ryan Abernathey and Joe Hamman very quickly realized that all that data still wasn’t enough for their startup to thrive.

The new AI model, called the Earth System Foundation Model, has learned the fundamental relationships between the atmosphere, the land surface and the water cycle. The AI model can fill in missing ...