Solution
Monitor production health continuously
Host and service signals in the same control plane as operations.
Problem
Metrics in one tab, logs in another, and no connection to the last deploy that broke things.
Current workflow
- 01Collect metrics from several vendors
- 02Correlate deploys by timestamp in chat
- 03Open SSH only after customer reports outage
How Kairo solves it
- Telemetry and inventory probes on connected hosts
- Deploy history next to resource health
- Natural language investigation from the same server chat
Business impact
Faster detection of host pressure and post-deploy regressions.
ROI
Reduced MTTR by collapsing context switch across tools.
Workflow
Step chain operators can trust.
- 1.Sample host
- 2.Cache inventory
- 3.Surface issues
- 4.Chat investigate
- 5.Remediate
Apply this solution on your hosts
Start private beta or talk through architecture with the team.