Rootly AI
On-call burnout detector
BETA

Stop on-call burnout
before it starts.

An open source, research-based tool that looks for early-warning signs of burnout in your on-call engineers.

Get started with the burnout detector, it's free.

How it works

Based on scientifically validated burnout research methodology.

Connect your incident tools.

Research shows a majority of on-call burnout risk can be predicted from incident history. Refine accuracy by connecting more tools.

Start with Rootly or PagerDuty to feed incident data.
Add GitHub for code activity insights (optional).
Add Slack to explore communication patterns (optional).

See who’s at risk, backed by research.

The burnout detector calculates individual risk scores using our On-Call Burnout (OCB) score.

Low Risk (0-24): Maintain balance
Moderate Risk (25-49): Monitor closely
High Risk (50-74): Early intervention
Critical Risk (75-100): Immediate action

Access the results where you need them.

Make the burnout detector part of your powered workflow by getting the results via a UI, CLI, or MCP.

Web UI for a simplified navigatoin
CLI to incorporate it in your toolchain
MCP (Model Context Protocol) to make it part of your AI-powered workflow

Burnout signals, backed by data.

Our analysis combines workload pressure, after-hours activity, response time patterns, and communication sentiment to give a holistic view of burnout risk.

The system adapts to the tools you connect, delivering the most accurate insights possible.

Screenshots of calculation schemes

For engineers, by engineers.

On-call engineers and SREs face a disproportionate risk of burnout. At Rootly, we want to help change that.

That’s why we built this as open source, in the open, for the community.

Spearheaded by Rootly AI Labs fellows Spencer Cheng and Sylvain Kalache, the project continues to evolve with contributions from engineers like you. Share feedback, file issues, or contribute code on GitHub—and help shape the future of burnout detection.

Screenshots of the calculations

Hosted or self-hosted.

The Rootly Burnout Detector is open source, giving you full flexibility. Use the hosted web version for instant setup, or customize it to fit your workflow.

That’s why we built this as open source, in the open, for the community.

Skip the UI and pull results directly into your CLI via MCP, or fork the code to support niche use cases. That’s the power of open source, adapt it to your team, your way.

Screenshots of web UI

Detect who’s at risk of burnout in your team.