AIR

From alert to resolved. In seconds.

Self-hosted. AI-powered. Your data never leaves your network.

The gap between detection and resolution

Monitoring detects problems. But between the alert and the fix, it's a human filling the gap — manually, at 3am.

Click the diagram to discover the solution

01

Disconnected tooling

Monitoring tools detect but cannot act. Automation tools act but don't understand context. The intelligence gap between detection and remediation is where incidents escalate.

02

Slow MTTR

Manual remediation requires the right person, with the right knowledge, available at the right time. At 3am, that's a gamble.

03

Alert fatigue

Engineers spend more time triaging than fixing. Critical incidents drown in noise from alerts that could have been handled automatically.

04

Inconsistent remediation

The same incident is handled differently depending on who responds. No institutional memory. No proven path. Just tribal knowledge.

05

No traceability

Manual responses leave no structured audit trail. What was run, when, and why?

06

Knowledge lock-in

Runbooks live in wikis, Confluence pages, and the heads of senior engineers. When they're on vacation, that knowledge is inaccessible.

Click the diagram to see the problem

01

Intelligence meets execution

AIR unifies AI-powered understanding (RAG, LLM) with automated action (16 operators). One platform that detects context AND acts on it.

02

Seconds, not hours

Alert to verified resolution in under 5 seconds. No human in the loop for known incidents. 24/7, consistent, immediate.

03

Only what matters reaches humans

Known incidents are resolved automatically. Engineers are only paged for genuinely new or complex situations — with full context already assembled.

04

One proven path, every time

Codified runbooks with AI-selected execution. The same incident triggers the same proven remediation, regardless of who's on call or what time it is.

05

Complete audit trail

Every step logged: what command ran, what it returned, what the AI decided, and why. Compliance-ready. Exportable. Searchable.

06

Knowledge lives in the system

Runbooks, documentation, and execution history are indexed, searchable, and continuously improved by execution feedback. No dependency on any individual.

How AIR works

00

Import

AIR Studio
New Runbook
Import .md
0 items
Runbooks
0
SSHServiceDownSSH Daemon Recovery
7sRecovery
DockerServiceDownDocker Daemon Recovery
11sRecovery
HighDiskUsage/var Partition Cleanup
13sMaintenance
VarLogDiskFull/varlog Emergency
12sMaintenance
HighDockerDiskUsageDocker Storage
13sMaintenance
RootDiskFullRoot FS Emergency
12sCritical
Documentation
0
SSH Hardening PolicySecurity procedures for SSH
SOP
Docker Host StandardsContainer runtime configuration
Reference
Escalation MatrixSeverity-based escalation
Process
Disk Management GuideStorage monitoring & cleanup
Reference
Sync Knowledge Graph

Import

Add your runbooks and incident documentation to AIR. Import Markdown or create directly in the visual editor.

Frequently Asked Questions