1. How are AI and weather modeling innovations changing the Weather API market?
AI downscaling and graph neural network nowcasting have improved short-term precipitation forecasts by 15-20% at 1-km resolution. Vendors including Tomorrow.io and Meteomatics are embedding ensemble model outputs into APIs, though probabilistic endpoints remain a premium tier.




