Based on a large retail project, discover how to evolve an IT system built through incremental layers (monoliths, [micro]services, streaming, governance, applications…) into a data-centric, real-time, high-performance system, where governance, rule and data catalogs, data mesh, and scalability are integrated by design—not as add-on layers.