Solution
Build infrastructure intelligence
Understand what is running, where, and what changed—before acting.
Problem
Fleets grow; inventories live in spreadsheets; AI guesses without live host facts.
Current workflow
- 01Maintain wiki of ports and paths
- 02Discover drift only during incidents
- 03Manually map services to servers
How Kairo solves it
- Live inventory for Docker, PM2, ports, and security signals
- Per-server context so chats never blend environments
- Knowledge memory of prior deploys and failures
Business impact
Operators decide with evidence, not outdated runbooks.
ROI
Fewer bad changes on multi-tenant hosts; less accidental trampling.
Workflow
Step chain operators can trust.
- 1.Connect host
- 2.Probe inventory
- 3.Map services
- 4.Store memory
- 5.Guide plans
Apply this solution on your hosts
Start private beta or talk through architecture with the team.