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Amazon uses agentic AI with a network digital twin to isolate failures in minutes

AIAmazon Science says new work adds agentic AI to a network graph to build a "digital twin" that isolates failures in minutes, not hours. The post says the true root cause may trigger no alarm at all.
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The true root cause may generate no alarm at all. New work augments a network graph with agentic AI to produce a "digital twin" that isolates failures in minutes, not hours. https://www.amazon.science/blog/graph-centric-agentic-intelligence?utm_campaign=graph-centric-agentic-intelligence&utm_medium=organic-asw&utm_source=twitter&utm_content=2026-10-16-graph-centric-agentic-intelligence&utm_term=2026-october

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Original title: The true root cause may generate no alarm at all. New work augments a network graph with agentic AI to produce a "digital twin" that isol...