Building Enterprise AI on Azure: What Matters Beyond the Demo Enterprise AI conversations often start with impressive demos and powerful models. But real success depends much more on architecture, governance, and operational readiness than on the model itself. Azure provides an excellent foundation for enterprise AI-but only when solutions are designed with long-term use in mind. Related ARC blog: https://alrafayglobal.com/copilot-studio-vs-azure-ai-studio-choose-now/ Start With the Business Problem One of the most common AI mistakes is starting with technology instead of business needs. Before building anything, define: What problem you are solving What data is required What decision or action AI should support What governance or compliance rules apply How success will be measured Enterprise AI is not an experiment-it must integrate with real systems and real users. Core Layers of Enterprise AI on Azure Data Layer Enterprise AI depends on well-structured, governed data.…