This solution brief presents Marvis Minis as AI-native digital experience twins built into the Marvis AI Assistant. It explains how Marvis Minis proactively simulate users, devices, and application traffic from client to cloud to identify issues before they impact end-user experiences. The brief outlines three core capabilities: simulating connections, continuously learning network context through machine learning, and proactively fixing issues in real time. Use cases across enterprise, healthcare, education, retail, and service providers demonstrate how Marvis Minis reduce troubleshooting effort and eliminate up to 90% of networking trouble tickets. The document emphasizes that Marvis Minis require no additional hardware or configuration, delivering high operational value with minimal inv

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