Your SRE copilot for incident investigation
Ask questions across logs, metrics, traces, profiles, and connected sources. Draft dashboards and alerts, or launch deeper RCA when the first summary is not enough.
Translating one symptom across five surfaces takes too long.
KloudMate Assistant reduces that handoff cost. It interprets telemetry context, correlates related evidence, and gives teams a tighter path from alert to useful next step without pretending to replace engineering judgment.
What teams can do with KloudMate Assistant
Use one assistant surface to ask better questions, move faster through telemetry, and package findings into usable outputs.
Ask questions across the full stack
Use natural language for metrics, logs, traces, profiles, and connected data sources instead of memorizing separate query syntaxes.
Draft dashboards and alerts
Generate a structured dashboard or alert scaffold when you need a faster starting point for a new service or workload.
Launch deeper investigations
Capture an investigation brief and hand it to Investigator when the issue needs asynchronous root-cause analysis with ranked hypotheses and supporting evidence.
Keep context connected
Correlate alerts, incidents, traces, and logs from the same flow so findings stay grounded in the telemetry behind them.
A tighter path from alert to context
Use Assistant as a triage layer first, then let it point you toward the exact telemetry surface that matters.
Ask for a current summary
Start with a natural-language question about the affected service, incident, or recent error cluster.
Review correlated evidence
Let Assistant connect the signal across alerts, logs, traces, and infrastructure instead of stitching that view together manually.
Launch an investigation
Use Investigator when the issue needs deeper RCA and a persistent evidence trail beyond the initial summary.
Turn findings into action
Use generated dashboards, alert drafts, and investigation summaries to hand the issue to the right engineer with more context.
Move from alert to evidence faster
Assistant is most useful at the start of an investigation, when a responder needs a fast summary of what changed, what is affected, and which signal should be opened next.
- Summarize an alert or service regression before engineers read every chart manually
- Call out the logs, traces, and incidents that already look related
- Recommend the next view to inspect instead of leaving responders with generic advice
Generate useful operational artifacts, not just answers
The Assistant is not limited to Q&A. It can draft dashboards and alerts on your behalf, which is especially useful when a service is new or a team needs a repeatable view quickly.
- Generate a dashboard for a service or Kubernetes cluster from a plain-language request
- Create alert drafts for high-latency or error conditions without starting from an empty builder
- Package investigation findings into a reusable summary for handoff or review
Built for assistive SRE workflows
KloudMate Assistant is designed to help teams investigate, triage, correlate, and understand incidents faster. It can point engineers toward useful evidence and package context, but it does not market unsafe auto-remediation as the goal.
- Assist Guide engineers toward the next useful query, trace, or report
- Correlate Bring related telemetry into one working summary instead of one more silo
- Preserve control Keep responders in the loop for diagnosis, change approval, and remediation
Related Features
Keep the rest of the workflow close by so teams can move between detection, investigation, and response without losing context.
Incident Management
Coordinate response, ownership, escalation, and telemetry context in one incident workflow.
Learn moreAlerting
Build precise rules, route alerts by label, group related firings into one, and attach a likely cause automatically.
Learn moreAPM & Distributed Tracing
Trace requests across services, inspect dependencies, and move from latency symptoms to request-level evidence.
Learn moreLog Management
Search, filter, inspect, and stream logs with trace and incident context attached.
Learn moreGet started
From telemetry to root cause,
in one platform.
Connect your OpenTelemetry pipeline, AWS integrations, or eBPF agent. Distributed tracing, log management, alerting, and AI-assisted investigation: unified, with predictable pricing.