Implementation Readiness: A New Foundation for GxP System Success

Evolving the Pre-Project Phase for GxP, AI, and Real-World Complexity

In a recent article, I argued that a structured discovery phase—what we now frame as readiness—is essential for success in regulated system implementations. In this context, readiness refers to the coordinated set of activities—implementation planning, validation setup, user training, data preparation, and change management—that together enable a system…