The Semantic Layer Explained
A traditional dashboard locks your data into a single aggregated number. A Data Mart (powered by a semantic layer) allows you to "shatter" that number into its atomic dimensions to find where the bleeding is.
Rigid Dashboard
Overall Return Rate: 5%
Overall Return Rate: 5%
Click to Drill-Down
↓
Apparel (Organic) - 2%
Home (Direct) - 3%
Beauty (Meta) - 4%
Electronics (TikTok Ads) - 59%
Bleeding Detected!
Bleeding Detected!
Apparel (Direct) - 1.5%
Home (TikTok) - 4%