A customer moved region in March, so what was revenue for last year?

Attributes change, and overwriting them silently rewrites history. Versioned dimension rows with validity ranges let you answer both as it is now and as it was then. Without them, someone reconciles your warehouse against a private spreadsheet, and that spreadsheet becomes the source of truth.

15 MIN · PREMIUM