After four years of building Vanderlande's data platform, we've learned that theoretical purity often collides with practical reality. This presentation shares our journey from rigid architectural principles to pragmatic solutions that truly scale. Discover how we're simplifying layer structures, standardizing with YAML, rethinking data quality implementation, and finding the right balance between data mesh theory and practical data products that deliver value.