DevOps

AI Incident Response

Auto-triage production alerts in under 2 seconds with a signed audit trail. Route, enrich and act before a human even reads the page.

AIR

Sub-2s decision latency on every alert

Signed audit trail for every action

Deterministic replay of any incident

How it works

1
Ingest
Webhook source from your alerting or observability platform lands on topic alerts.in. Each event is timestamped on entry.
2
Schema firewall
Malformed payloads are rejected at the door. Required fields validated: severity, source, timestamp, service.
3
Parallel enrichment fan-out
In parallel: asset context (CMDB), recent deploy signal (CI), related alerts within a 5-minute dedup window, and threat intel for security alerts.
4
AI classifier
Classifies the incident as P1/P2/P3 and separates real signals from noise.
5
Decision validation layer
A multi-signal verdict combines a rules engine, the AI classifier, and on-call human ack via chat (60s window). Safe-default policy on degraded mode: page.
6
Act & audit
ACCEPTED → multi-action sink (paging, chat incident channel, ticket, status page update). REJECTED → auto-close with a dashboard widget. Every verdict is sealed in a tamper-evident audit trail.

end-to-end flow

How this template handles an event, from webhook to sealed audit.

main flow convergence sealed / audit

Every verdict (ACCEPTED / REJECTED / ESCALATED) is a signed event, not a log line
Replay any incident byte-for-byte against the state at decision time
Stream the tamper-evident audit chain to your SIEM with long retention

Pulse is a desktop app with an embedded server. No Docker, no CLI, no YAML — install once and ship templates from the UI.

1
Download Pulse Desktop
Native binaries for macOS, Windows and Linux. Installer is ~80 MB and bundles the runtime — nothing else to set up.
2
3-step setup wizard (~90s)
Pick a workspace, sign in, and let Pulse provision the local server. The wizard walks you through it on first launch.
3
Templates → Deploy
Open the Templates panel, select this template, wire your sources and click Deploy. The pipeline goes live locally in seconds.

.dmg .msi .deb

Open in Pulse Requires Pulse 0.1.63+

Download Pulse DesktopNew here? Free to install.

Let's talk about your use case. We'll help you wire your sources and ship this template to production.