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LIVE · FREE · NO SIGNUP

Stop guessing
during incidents.
Get probable root causes
ranked in seconds.

✓ Used by SREs at early-stage companies · Zero data stored
"Reduced triage from 38 min to under 4 min on a production DB incident."
— SRE Lead, Fintech Startup
Free · No signup Raw logs never stored Works with Datadog
LIVE · FREE · NO SIGNUP

Stop guessing
during incidents.
Get probable root causes + fixes
ranked in seconds.

SREs and on-call engineers use OperatorMesh to go from alert → root cause in seconds, delivered directly to your Slack thread. No alert spam. No log diving. Raw logs never stored.

Raw logs never stored No agents Free to try Works with Datadog
<10s
Analysis time
93%
Max confidence
$5k+
Avg incident cost
$0
To start
"Reduced our on-call triage from 38 minutes to under 4 minutes on a production DB incident. The confidence score told us exactly where to look."
— SRE Lead, Fintech Startup
"Identified a connection pool regression in 6.7s. Our team would have spent 40 minutes on that. Free tier alone paid for itself on night one."
— DevOps Lead, Series B SaaS
operatormesh · triage engine ● ready
0 chars
Free: 3 analyses · Sign in for 10/week
Ctrl+Enter to analyze
Raw logs processed in memory, discarded immediately · No training · Advisory only
TRIAGE RESULT ⟳
You've used all 3 free analyses this week.
Sign in for 10 free analyses/week — or upgrade for unlimited analyses + Slack/PagerDuty auto-triage.
Sign in for 10/week free ⚡ Upgrade — $19/mo
14-day free trial · Cancel anytime
✅Used on real production incidents
🔒Raw logs never stored
🚫No model training on your logs
⚡No agents or installs
🔌Works with Datadog · PagerDuty · Sentry · Grafana
The difference

Your monitoring detects.
We explain.

❌ Without OperatorMesh
1.Alert fires at 2AM
2.Open Datadog, Sentry, Slack
3.Scan logs manually
4.Guess root cause
5.Try fixes one by one
6.30–45 minutes later...
→
✅ With OperatorMesh
1.Alert fires at 2AM
2.Paste logs (or webhook fires)
3.Probable root causes ranked in seconds
4.Confidence score + ranked fixes
5.Back to sleep ✓
How it works

From alert to action in seconds

01
🔔
Trigger
Webhook from Datadog, PagerDuty, or manual paste
02
🤖
Analyze
AI parses logs, stack traces, and deploy diffs
03
🎯
Diagnose
Root cause + signals + confidence score
04
📋
Recommend
3 ranked actions — highest probability fix first
05
📨
Deliver
Structured report to Slack, email, or dashboard
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.
🗑
Zero data retention
Raw incident data is never saved after analysis. If you sign in, only structured results (root cause, confidence, recommendations) are stored — never your raw logs.
🧠
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.
Integrations

Works with your
existing stack.

Don't replace your tools. Add the explanation layer on top. Connect once — root cause arrives in Slack automatically when any alert fires.

🚨
PagerDuty
✓ Live
💬
Slack
✓ Live
📊
Datadog
✓ Live
📈
Grafana
✓ Live
🔴
New Relic
✓ Live
🔧
Custom webhook
✓ Live
⚡ Set up auto-triage in 5 minutes →
FREE
$0
10 analyses/week
STARTER · MOST POPULAR
$19/mo
Unlimited + Slack auto-triage
PRO
$49/mo
Teams + 90-day history
View full pricing → · Calculate your ROI →
How we fit in

Not a replacement.
The missing layer.

Your monitoring stack detects and alerts. OperatorMesh is the only tool that explains why — in plain language, in seconds.

Tool Detects issues Explains why Gives fix Free to start
Datadog ✓ ✕ ✕ ✕
PagerDuty ✕ ✕ ✕ ✕
Grafana ✓ Partial ✕ ✓
⬡ OperatorMesh ✓ ✓ ✓ ✓
Who built this

A solo founder who watched
engineers suffer needlessly

Praveen B Ballari · Founder
"I built OperatorMesh after watching engineering teams lose 40 minutes on incidents with obvious root causes — in hindsight. This is my attempt to fix that gap. Honest feedback always welcome."
Based in India · founder@operatormesh.com · LinkedIn →

Your next 2AM incident ends
in 3 seconds.

No credit card. No setup. Onboarded personally.

⚡ Try it free now View pricing →
⚠ OperatorMesh provides AI-generated recommendations only. All outputs are advisory. Users retain full responsibility for any actions taken.
Architecture

Why we built it this way

NO FRAMEWORKS
Vanilla HTML + Netlify Functions
No React. No Next.js. No bloat. Clean serverless functions and fast HTML. Near-zero cold starts — critical when you need answers at 3AM.
STATELESS PROCESSING
Raw logs never touch disk
Every analysis runs in memory and is discarded immediately. Not a policy promise — an architectural constraint enforced in code. Your logs cannot be stored even if we wanted to.
NO AGENTS
Webhook-based, nothing to install
Agents break production infrastructure. Security teams reject them. We chose webhooks — your existing tools push alerts to us. Zero footprint. Setup in 5 minutes.
ADVISORY ONLY
No automated changes. Ever.
Autonomous remediation sounds impressive until it restarts the wrong service at 2AM. OperatorMesh gives engineers the answer — they make the call. Human judgment stays in the loop.
The result: Minimal attack surface. Maximum reliability. Respects production paranoia. The kind of tool you can put in your on-call workflow without a two-week security review.
Your next 2AM incident ends in 3 seconds. Automate this for every alert.
⚡ Connect PagerDuty / Slack — Free