Check out Climavision. They use AI to generate both hyper-local ("will there be a tornado over my town in the next 30 minutes?") and seasonal ("will there be a draught next fall?") forecasts, and they do it faster than the National Weather Service. They also operate their own private radar network to fill observational gaps.

Disclosure: I work there.

https://climavision.com/