![Raúl Beiroa Raposo, Principal Product Manager](/sites/default/files/author-portraits/raul_beiroa_raposo.png "Raúl Beiroa Raposo, Principal Product Manager")



 

##### Raúl Beiroa Raposo

Principal Product Manager

 ![](/sites/default/files/logo-denodo-new.png)



 

 

 

 

In the era of AI-driven automation, the push to be "data-driven" often fails because of a very human problem: we aren't speaking the same language. This semantic drift happens when different teams — and now, their AI agents — interpret the same information in conflicting ways. Without a unified semantic layer, a single KPI, like "Average Revenue Per User" (ARPU), can be interpreted in conflicting ways; a business user might calculate it based on active monthly subscriptions, while an AI agent might interpret it across all registered accounts. This subtle mismatch would lead to a 15% discrepancy in forecasting, causing automated budget allocations to miss their mark, while eroding trust in the entire data ecosystem.

Join us for an in-depth webinar with Raul Beiroa, principal product manager at Denodo, to discover how the Denodo Platform creates a unified semantic layer that bridges the gap between a complex data ecosystem and everyday business language. Learn how to serve both people and agents with precision.

Attend and Learn:

- **The AI Mandate**: Why consistent semantics is the "operating system" for reliable AI
- **Eliminating Discrepancies**: How a logical layer ensures one definition for every metric
- **Governed Accessibility**: How to make complex data trustworthy and accessible for all



 

 

Visit **[Denodo TechTalks: Product Deep-Dive Series](/en/webinar-serie/denodo-techtalks-product-deep-dive-series)** to watch all the sessions on-demand.



 

  

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