AI NOC Suite
Your network generates more signals than your team can process.
Banyan built an AI-native operations platform that turns that signal into structured, auditable, continuously-improving intelligence. Grounded entirely in your own enterprise data.
Get the technical briefThe problem with how NOCs work today
These aren't tooling gaps. They're structural problems that compound as networks scale.
Alert fatigue
Enterprise networks generate tens of thousands of events per day. Most are downstream symptoms of a single root cause, but your team has to sort through all of them manually.
Knowledge that walks out the door
The fastest engineers carry years of tribal knowledge in their heads. When they leave, that knowledge goes with them. Teams re-diagnose the same failure patterns, over and over.
RCA that depends on who is on shift
Analysis quality varies by experience, time pressure, and context. There is no consistent process, no structured output, and no way to learn from what worked.
AI without a governance framework
Tools get deployed with no way to measure accuracy or catch incorrect recommendations. Without evaluation infrastructure, there is no basis for trust and no path to improvement.
Our approach
Three components that share a common data foundation and can each be deployed independently.
Operational Knowledge Graph
A continuously updated, structured record of your network topology, procedures, incidents, and outcomes. Grounded in your enterprise data, not generic training data.
Network Intelligence Fabric
Build, test, govern, and evaluate AI agents across the full operational lifecycle. Every decision is logged, scored, and auditable.
ELL3: AI RCA Agent
A domain-specific agent that correlates signals, generates ranked root-cause hypotheses with evidence chains, and surfaces the relevant SOPs for the engineer on the incident.
"AI agents in a NOC are only as reliable as the context they reason on. The Knowledge Graph solves this by building a continuously updated, structured representation of your operational environment."
Banyan Intelligence
Get the full technical brief
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