PREECURSOR
Telecommunications

A network-ops copilot that quiets the NOC and finds the real fault

An illustration of anomaly detection and a root-cause agent designed to cut through alarm storms and get crews to the real fault faster.

The challenge

What stood in the way

The network operations center drowned in alarms — tens of thousands a day, the overwhelming majority noise — while the incidents that mattered hid inside the storm. Diagnosing the true root cause meant correlating signals across systems by hand, and the tribal knowledge for doing it well was concentrated in a handful of veteran engineers. Every extra minute of mean time to repair showed up as churn and SLA penalties.

What we build
01
Alarm correlation & dedup
Anomaly detection collapses alarm storms into a short list of genuine incidents, ranked by customer and revenue impact, so the NOC works the real problems first.
02
Root-cause agent
A tool-using agent correlates topology, telemetry, and change history to propose the most likely root cause — with the evidence trail an engineer needs to confirm it.
03
Guided dispatch
The agent drafts the remediation and equips the dispatched crew with the right cited procedure on site, cutting the back-and-forth between the field and the NOC.
04
Observable by design
Every agent run is traced and replayable, so operations can trust, debug, and govern the system instead of treating it as a black box.
What it's designed to do

Anomaly detection collapses alarm storms into a short list of genuine incidents, ranked by customer and revenue impact, so the NOC works the real problems first.

A tool-using agent correlates topology, telemetry, and change history to propose the most likely root cause — with the evidence trail an engineer needs to confirm it.

Every agent run is traced and replayable, so operations can trust, debug, and govern the system instead of treating it as a black box.

Could we build something like this for you?

This is an illustrative example of the kind of system we build. Tell us the metric you need to move and we will tell you, candidly, what we would build first.

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