AI in Practice: How Telefónica Deutschland Automates Data Queries with the Analytics Agent D.A.V.E.
Together with Google Cloud and e-dialog, Telefónica Deutschland has successfully launched a custom AI agent. This innovative tool answers routine questions about business data in a matter of seconds, freeing up the analytics team.
The Challenge of Everyday Data Work: Repetitive Questions Take Up Time
In digital marketing and digital analytics, countless threads converge every day. The team at Telefónica Deutschland faced a typical challenge of the modern data world: data analysts were spending valuable work time answering repetitive, manual, routine questions. Questions like “How many orders have we generated today?” tied up resources that were urgently needed for more in-depth, strategic initiatives. Rigid dashboards alone were often unable to address these flexible, ad-hoc questions from the operational teams quickly or with sufficient customization.
The Solution: A Custom AI Agent Based on BigQuery
The answer to this challenge is D.A.V.E.—a specialized analytics agent developed through a close partnership between Telefónica Deutschland, e-dialog, and Google Cloud. Technically, the tool is built directly on Google BigQuery. Through an intuitive user interface (UI), D.A.V.E. provides users with precise and immediate answers to business-critical questions.
This development has been driven largely by the technological evolution of the Google Gemini models in recent years. These models are completely transforming the landscape for enterprise-level AI agents. Under the architectural leadership of Evangelia Soultani (Lead ML Engineer at e-dialog) and her team, a secure, robust, and future-proof infrastructure was created.
Real Added Value Through a Strong Partnership
The biggest advantage is obvious: By seamlessly automating routine data queries, the analytics team frees up valuable time. The experts can now focus entirely on high-value-added analyses.
We absolutely love working with such open-minded and innovation-driven clients. A huge compliment and congratulations to the entire team at Telefónica Deutschland, Google Cloud, and e-dialog for this amazing milestone!
The Vision: The Foundation for the Future of AI
This successful first use case is just the beginning. The secure enterprise architecture that has been created provides the ideal foundation for an even broader, cross-departmental multi-agent setup. In the future, the system will be expanded to provide optimal support for even highly complex pricing and procurement decisions. Once again, it’s clear that companies that view artificial intelligence not just as an isolated tool but as a strategic foundation secure a genuine competitive advantage.
Graphics: Screenshots of the D.A.V.E. user interface, Source: e-dialog
