ProdRescue AI
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Incident RCA

Evidence-cited root cause analysis,built from your real logs.

When something breaks, ProdRescue reconstructs the story from your logs and war-room context. Every strong claim maps to [1][6][8] — real log lines, not vibes. The Honest Score tells you exactly how log-backed the narrative is.

34.7%

Error spike

~$67K

Revenue at risk

18 min

Time to fix

95%

Honest Score

A real customer incident snapshot. 4 hours to explain manually → ~2 minutes with ProdRescue (and a PR on Team with GitHub).

How the RCA is built

Four passes before a single sentence reaches your report.

Step 1

Denoise

Strip noise, redundancy, and PII from raw log streams — keep only the lines that matter.

Step 2

Reconstruct timeline

Order events across services into a single chronological story with severity, owner, and impact.

Step 3

Map evidence

Every claim in the RCA is tied back to a specific log line — no guesses, no AI vibes.

Step 4

Honest Score

If we couldn't match enough evidence, we tell you — and cap the confidence visibly.

What you get

Every report is shippable, every claim is sourced.

  • Executive summary — what happened, who felt it, what changed.
  • Annotated timeline — events ordered with severity and impact.
  • Root cause analysis — fault domain, contributing factors, evidence refs.
  • Suggested fixes — concrete remediations with priority and owner hint.
  • Honest Score & coverage — how much of the narrative is log-backed.

Honest Score

We never fake certainty.

Generic AI assistants self-rate at 95% regardless of evidence. ProdRescue's Honest Score reflects how many claims actually mapped to your real log lines. Thin logs → lower score, capped confidence, and a visible "manual review recommended".

Generic AI

95%

Self-reported. No log backing.

ProdRescue

60–100%

Claims mapped → real lines.

Evidence 30% → score capped. Some claims weren't matched to logs.

In Slack, where you're already firefighting

Run /incident in any channel, mention the bot, or paste a permalink. RCA appears in the same thread.

Slack workflow detail

In the workspace, with full controls

Paste Datadog, Sentry, or CloudWatch logs into the web app. Tweak source, scope, and context — perfect for postmortems after the fact.

Open the workspace

Evidence references in incident reports point at log lines only — deploy analysis is a separate surface (see Deploy intelligence).

Run a real RCA in minutes — on your own production logs.

Free includes one full evidence-cited report. Same depth as Pro.