Multi Agent AI and Network Knowledge Graphs for Change — Ola Mabadeje, Cisco
This talk introduces a system designed to reduce failures in network change management by leveraging multi-agent AI and network knowledge graphs. The core thesis is that by creating a digital twin of the production network, represented by a knowledge graph, and enabling specialized AI agents to interact with it, complex network operations can be made more robust and efficient. The system aims to provide a natural language interface for network operations teams and integrate with existing IT service management tools.
World's Fair 2025 19 min