Deutsche Telekom, in partnership with Google Cloud, announced MINDR (Multi-Agentic Intelligent Network Diagnostics & Remediation) on February 25, 2026. MINDR is a multi-agent AI system designed by Deutsche Telekom to enable autonomous diagnostics and operations across multi-domain telecommunications networks. It has been designed, tested and verified by Deutsche Telekom, with first production releases planned for later this year. The release points to its predecessor, the RAN Guardian Agent, which has been live in Germany since November 2025 and has reduced the time needed to manage major events from hours to around a minute, a more than 95% improvement.
"With the RAN Guardian Agent, we demonstrated how Agentic AI can enhance network operations to consistently deliver the highest quality of experience for our customers," said Abdu Mudesir, Board Member, Product & Technology, Deutsche Telekom.
The release says operational teams often rely on fragmented systems that slow root-cause analysis and resolution. MINDR is meant to shift network operations from reactive troubleshooting to predictive, service-driven automation, detecting, diagnosing and resolving issues before the customer experience is affected. RAN Guardian focuses on the radio access network domain, while MINDR applies the same agentic principles at the service level across the RAN, transport and core domains.
RAN Guardian was built with Google's Gemini models and monitors network behavior during high-impact events and traffic surges. In its first month after launch it autonomously triggered over 100 remediation actions at Christmas market events. For 2026 it has identified 237,000 events. During the February Carnival season in Germany it identified around 130 Carnival events and parades, each expected to draw over 10,000 participants, served by 611 different mobile sites that RAN Guardian pre-checked for issues, with most also monitored live. Only 5 sites experienced peak loads, and RAN Guardian optimized the network by adjusting those sites during the event. After its rollout in Germany, RAN Guardian is scaling across Deutsche Telekom's European national companies, starting with the Czech Republic and Croatia.
MINDR was developed with Google Cloud's Autonomous Network Operations framework and built with Google Gemini models on Vertex AI. It correlates signals end-to-end across network domains to identify service-impacting issues and support autonomous, explainable remediation. Specialized agents collect and correlate network data, build a real-time, end-to-end view of service performance, and support root-cause analysis and controlled remediation across domains. MINDR intends to use the A2A (Agent-to-Agent) protocol for agent coordination, subject to its availability.