This session would feature presentations on efforts to transition AI, machine learning, and deep learning weather prediction models from research to operational use. The presenters would be encouraged to discuss the progress they have made in bringing their algorithms to operations and the challenges experienced in the process. This session would be a joint session with the AI for Environmental Science conference and potentially the Python Symposium.