Organizations often start their AI journey by choosing a model. That is usually the wrong starting point. Reliable AI depends on data quality, context, governance, search, retrieval, security and the ability to continuously update organizational knowledge. This session explains why the real foundation of enterprise AI is not the model itself, but the data architecture surrounding it.