Deploying AI in a GxP environment requires more than the model itself. Recent guidance points to appropriate AI capabilities, lifecycle controls, relevant data, scalable hardware, and a workforce with sufficient AI literacy. #MSBMI #AI #UTHealth #Science #AgenticAI