How Airbnb rebuilt metric consistency with a semantic layer

August 11, 2026 · 5 min · Free, with full transcript

Airbnb's analytics teams were producing conflicting numbers for the same business questions, undermining trust in data across the company. Their response, building Minerva, a centralised semantic layer, offers a precise and transferable blueprint for CDOs dealing with the same problem.