Everyone wants AI. Few are prepared for it.  AI outcomes are only as strong as the infrastructure beneath them. This session cuts through the hype to focus on the unglamorous but essential work: clean data models, integration maturity, governance discipline, and standards alignment.  Learn the practical checkpoints that determine whether AI becomes competitive advantage, or costly experimentation.