Clustering

Collapse alert storms into incident clusters

Core AI capability — merge scattered signals into manageable incident groups.

View clustering example
InputOutput
Duplicate alertsOne incident signal group
Similar Slack messagesOne discussion summary
Related Sentry errorsOne failure pattern
Deploy + error spikeOne correlation candidate
Support escalationsOne customer impact indicator

Signal compression funnel

Raw signals
47
Related signals
32
Incident clusters
6
Actionable briefs
2

Raw signals → Related signals → Incident clusters → Actionable briefs

Raw: Slack + alerts + errors + deploys + tickets · Related: AI semantic clustering + timestamp overlap · Clusters: service match + signal relationship · Briefs: summary + evidence + owner + next step

When every system is noisy, SignalTrx tells your team which signals matter.

  • Open signal room
  • → Connect incident sources
  • → Watch signals cluster
  • → Review timeline and evidence
  • → Approve updates
  • → Export incident report
Start signal room