Opening segment of the Data Architecture module (9:30 to 9:45, 15 minutes). Where data stacks actually break, using the Dunder Mifflin Paper Company data as the running example. Covers single source of truth, key drift, format chaos, duplicates, lineage, and bus factor, then hands the room to a pairs and trios reflection on where these pitfalls show up in their own work.