A blueprint for building platforms where lineage, metadata, and access control are first-class citizens rather than afterthoughts.

Compares SCD implementations across SQL, Spark, Delta, and Fabric, with guidance on when to choose Type 1 vs Type 2 and how to keep models maintainable.