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Beyond Correlation: Finding Root-Causes using a network digital twin graph and agentic AI

calendar_today August 18, 2025 person Imen Grida Ben Yahya domain amazon-neptune

When your network fails, finding the root cause usually takes hours of investigations, going through correlated alarms that often lead to symptoms rather than the actual problem. Root-cause analysis (RCA) systems are often built on hardcoded rules, static thresholds, and pre-defined patterns that work great until they don’t. Whether you’re troubleshooting network-level outages or service-level degradations, those rigid rule sets can’t adapt to cascading failures and complex interdependencies.

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