Product
The copilot that reads the incident for you
When an alert fires, Ketl reads the telemetry you already collect, names the likely cause in plain language with the evidence behind it, and proposes the exact fix or rollback. You keep the judgment and the action.
It reads every signal, together
Cause usually lives in the seam between two signals, which is exactly where a single dashboard cannot look. Ketl reads them as one picture.
Logs
The raw log window around the alert, however noisy or out of order.
Traces
The spans and latency that show where a request slowed or failed.
Deploys
Recent releases and config changes, correlated to the error spike.
Past incidents
How this service has failed before, so history is not relearned at 3am.
Then it shows its work
Ranked root cause
Ketl reasons across every signal and returns the likely causes, ordered by how strongly the evidence supports them, each with an honest confidence.
Evidence you can check
Every cause cites the exact lines it reasoned from, quoted verbatim. You confirm the read or overrule it in seconds. Nothing is a black box.
A proposed fix or rollback
One concrete next step for the leading cause, with the exact command, the blast radius, and how to verify it worked once you run it.
Model-agnostic routing
Each step routes across frontier and open models for quality and cost. On Scale, route to open models you host yourself.

It fits the stack you already run
Connect the tools your signal already lives in. Read-only by default, and the diagnosis lands where you already are, seconds after the page.
PagerDuty
AlertsTrigger a diagnosis the moment a page fires.
Datadog
Logs & metricsRead the log and metric window around an alert.
Grafana
Logs & dashboardsPull Loki logs and dashboard context.
Sentry
ErrorsAttach the exact exception and stack.
GitHub
DeploysCorrelate the alert with recent releases and PRs.
Slack
DeliveryPost the ranked cause and fix into the incident channel.
It proposes. You decide.
Ketl never touches your systems on its own. It hands you the ranked cause, the evidence, and a concrete fix or rollback with the command and the risk. A human runs the action.
- Read-only connections by default.
- Every claim tied to a quoted line of your telemetry.
- Auto-remediation, when it comes, will be opt-in per action.
- Your telemetry answers your incidents only, never a shared model.
From alert to root cause to fix.
Start free, no card, and run a real diagnosis on your next page. Or connect your stack and watch Ketl fire the moment an alert does.