AI observability for engineers

Find the change that broke production before your users do.

Bench correlates every deploy, flag flip and config change with the traces and errors that follow. When an incident starts, it names the likely culprit in seconds — and writes the postmortem before you close the call.

Free to try · No credit card · Set up in five minutes

What it does

The parts that actually save you time.

No new dashboard to learn. Bench sits next to the work you already do and removes the repetitive half of it.

Change-first RCA

Deploys, flags and infra diffs ranked by correlation with the anomaly — not guesswork.

Trace-level truth

Jump from a spike to the exact span and query that caused it.

SLO guardrails

Block a deploy that would burn the error budget before it ships.

Postmortems that write themselves

Timeline, impact and action items drafted from the incident record.

How it works

Three steps, then it just runs.

1

Point Bench at your stack

One agent, or OTEL — no code changes required.

2

Mark your SLOs

Define what 'working' means per service and route.

3

Get paged with answers

Alerts arrive with the suspect change already attached.

Who it's for

Built for people doing three jobs at once.

Platform teams

Cut MTTR from 50 minutes to under 12.

Startups without SREs

Enterprise-grade incident context at a seed-stage price.

On-call engineers

Wake up to a hypothesis, not a dashboard.

41smedian RCA
-78%time to recover
0dashboards to babysit

“We stopped asking 'what changed?' in the war room. Bench already told us.”

Tomas Lindqvist · Staff Engineer, ledger.io

Start free. Keep the calm.

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