Demos are designed to impress. Production is designed to test you.
Somewhere between the two, a lot of enterprise AI projects fall apart, not because the model was bad, but because nobody checked whether the organization was actually ready to run it at scale.
Production readiness overview comes in to close that gap before it becomes a headline. It is the distinction between AI that silently turns into a liability that no one wants to possess and AI that scales easily.