How Airbnb rebuilt metric consistency with a semantic layer

from Leaders Insights — Data · host Leaders Insights

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.

Episode metadata supplied by the publisher feed · Published Aug 11, 2026

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How Airbnb rebuilt metric consistency with a semantic layer

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