Inside the Datalogz BI Similarity Engine | Pablo Lerdo de Tejada
The cost isn’t just clutter, it’s misaligned strategy, lost trust, and high-stakes decisions made on the wrong numbers.

BI Similarity is the silent threat hiding in your analytics stack, fueling duplicate dashboards, conflicting metrics, and executive decisions based on bad data.
The cost isn’t just clutter, it’s misaligned strategy, lost trust, and high-stakes decisions made on the wrong numbers.
At Datalogz, we’ve been working on a new feature that tackles one of the most overlooked issues in Business Intelligence environments: duplicate dashboards and reports showing almost the same numbers.
The result?
❌ Confused teams
❌ Conflicting insights
❌ Executives making decisions off inconsistent metrics
Our new BI Similarity engine analyzes 15+ parameters - including semantic models, DAX, visuals, and data sources - to flag dashboards and datasets with 70%+ similarity. We even show you which ones to consolidate or decommission.
If your BI environment is growing fast and starting to sprawl, let’s chat. We can help you clean up the noise and build trust in your data again. Visit datalogz.io to learn more!