What is OperatorMesh?

OperatorMesh is an AI incident triage tool for SRE and DevOps teams. Paste logs or screenshot any alert to get root cause, confidence scores, and ranked fixes in seconds. No agents, no installs.

Are my logs stored by OperatorMesh?

No. Webhook-triggered analyses are processed in memory and discarded immediately — never written to disk. Dashboard analyses save only the result (root cause, actions), never the raw log payload.

Does OperatorMesh train AI models on my incident data?

No. OperatorMesh uses the Anthropic API under a zero data retention agreement. Your incident data is never used to train AI models.

How accurate is OperatorMesh at finding root causes?

OperatorMesh achieves approximately 87% diagnosis accuracy on common incident patterns (DB connection issues, OOM errors, deploy regressions, K8s errors). Accuracy drops to approximately 62% on complex multi-service cascades. Full benchmarks are available at operatormesh.com/benchmark.html.

What monitoring tools does OperatorMesh integrate with?

OperatorMesh integrates with Slack, PagerDuty, Datadog, Grafana, Sentry, and New Relic via webhooks. Setup takes approximately 5 minutes. No agents or installations required.

Is OperatorMesh free to use?

Yes. OperatorMesh is free to start — 10 analyses per week with a free account. No credit card required. Paid plans start at $19/month for unlimited analyses and Slack/PagerDuty auto-triage.

Does OperatorMesh automatically fix incidents?

No. OperatorMesh is advisory only. It recommends root causes and ranked fixes — humans make all decisions. No automated infrastructure changes are ever made.

LIVE · FREE · NO SIGNUP

Your next incident
ends in seconds.

Paste logs or screenshot any alert — root cause and ranked fixes in seconds. No agents. Free.

"Reduced triage from 38 min to under 4 min on a production DB incident."

— SRE Lead, Fintech Startup

Free · No signup Logs never stored Works with Datadog

LIVE · FREE · NO SIGNUP

Your next incident
ends in seconds.

Paste logs or screenshot any alert — get root cause, confidence scores, and ranked fixes before your team finishes reading the notification.

⚡ Analyze an incident free Connect Slack →

<10s

Analysis time

~87%

Diagnosis accuracy

To start

"Reduced triage from 38 minutes to under 4 on a production DB incident. The confidence score told us exactly where to look."

— SRE Lead, Fintech Startup

Free: 3 analyses · Sign in for 10/week

Ctrl+Enter to analyze

Webhook logs processed in memory, discarded immediately · No training · Advisory only

TRIAGE RESULT ⟳

You've used all 3 free analyses this week.

14-day free trial · Cancel anytime

How it works

Alert fires. Root cause in Slack.
Before your team reads the notification.

No agents. No installs. Connect once — works automatically for every alert.

🔔

Alert fires

PagerDuty · Datadog · Grafana

CRITICAL · api-gateway

→

🤖

AI analyzes

Logs · Stack traces · Screenshots

Parsing signals...

Correlating patterns...

Ranking root causes...

→

🎯

Root cause found

Dual confidence scores

Diagnosis 0%

Fix confidence 0%

DB connection pool exhausted — pool_size halved in v2.4.1 deploy

→

💬

In your Slack thread

Before your team reads the alert

OperatorMesh APP

🎯 Root cause identified
DB connection pool exhausted (87% confidence)
→ Rollback v2.4.1 config or increase pool_size

✅ Acknowledge 🔍 Details ⚠️ Escalate

Jake K.

Applied fix, monitoring. Latency normalizing. 👍

<10s Alert to root cause

38 min Manual average

97% Time saved

⚡ Try it free Connect Slack →

Trust & Security

Built for engineers who can't
afford to get it wrong

🔒

Stateless by design

Your raw logs and incident payloads are processed in memory and discarded immediately after analysis. Never written to disk.

🗑

Your data, your control

Webhook-triggered analyses are processed in memory and discarded immediately. Dashboard analyses are saved to your account only — never shared, never sold. Delete any analysis anytime.

🧠

No training on your data

Your logs are never used to train models. Ever. Full stop.

🔌

API-only architecture

No agents. No installations. Secure webhook ingestion only.

👤

Human-in-the-loop

We recommend. You decide. No automated infra changes ever.

🏭

Built for production

Real incident workflows — not demo environments or AI chat.

Your next incident
ends in seconds.

Your next incident
ends in seconds.

Alert fires. Root cause in Slack.
Before your team reads the notification.

Your monitoring detects.
We explain.

From alert to action in seconds

Built for engineers who can't
afford to get it wrong

Works with your
existing stack.

A solo founder who watched
engineers suffer needlessly

Your next 2AM incident ends
in seconds.

Your next incidentends in seconds.

Your next incidentends in seconds.

Alert fires. Root cause in Slack.Before your team reads the notification.

Your monitoring detects.We explain.

From alert to action in seconds

Built for engineers who can'tafford to get it wrong

Works with yourexisting stack.

A solo founder who watchedengineers suffer needlessly

Your next 2AM incident endsin seconds.

Your next incident
ends in seconds.

Your next incident
ends in seconds.

Alert fires. Root cause in Slack.
Before your team reads the notification.

Your monitoring detects.
We explain.

Built for engineers who can't
afford to get it wrong

Works with your
existing stack.

A solo founder who watched
engineers suffer needlessly

Your next 2AM incident ends
in seconds.