GermanyTechnology and telecom2025 – ongoing

Deutsche Telekom

RAN Guardian and MINDR network AI agents

Deutsche Telekom's RAN Guardian agent cuts major-event handling from hours to about a minute

WorkingCompany's own claimOfficial ↗

Problem

Large events and traffic surges strain mobile radio networks, and engineers had to spot and fix problems by hand. Deutsche Telekom wanted faults handled before customers notice them.

Approach

With Google Cloud, Deutsche Telekom built RAN Guardian, a Gemini-based agent that watches radio network behavior during big events. It has run in production in Germany since November 2025 and is being extended to Czech and Croatian units. The successor, MINDR, correlates signals across radio, transport and core networks; its first production releases are planned for later in 2026.

Results

hours to about 1 minuteTime to manage major network events with RAN Guardian, as reported by Deutsche TelekomCompany's own claim[1]

100+Remediation actions RAN Guardian triggered on its own in its first month, during Christmas market eventsCompany's own claim[1]

Takeaway

The company started with one narrow job, the radio network at big events, and plans the broader multi-domain system only after that agent ran in production.

Sources

Deutsche Telekom and Google Cloud Collaborate for Superior Network Experience with Agentic AI
Deutsche Telekom25 Feb 2026Company publication

Source summaries

[1]Deutsche Telekom25 Feb 2026

Deutsche Telekom's press release presents the MINDR multi-agent system and its predecessor RAN Guardian, both built on Gemini models. It gives the production status and event-handling figures.

Full details are in the original sources.

Added 25 Oct 2026 · Updated 25 Oct 2026