How Deutsche Telekom Built a Multi-Agent Enterprise Platform Leveraging Qdrant - Qdrant

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Deutsche Telekom built a multi-agent enterprise platform (LMOS) as a PaaS for AI agents, leveraging Qdrant for vector search and retrieval. They chose Qdrant for its simplicity, Rust efficiency, memory management, and operational fit for multitenancy, contrasting it with previous solutions that had higher operational overhead and downtime during scaling. The platform reduced agent development time from 15 days to 2 and now processes over 2 million conversations.