Data Modeling Solves What Semantic Layers Can't

Why you need to fix the foundation before you can build more systems

I don’t have enough fingers and toes to count the number of times a stakeholder has asked me why the same metric in two different dashboards doesn’t match. We can agree that inconsistent metrics in the BI layer are a problem all analytics engineers and data analysts face.

AI enables stakeholders to dig deeper into data within the BI layer, but it doesn’t…