Autonomous on-call · runs on your infra
The AI on-call engineer for teams too small to have one.
Lear watches your CI, cloud, and Kubernetes from inside your own infrastructure. When something breaks, it finds the cause and writes the fix in plain English. Nothing touches production until you approve.
- Runs on your infra
- Approval by default
- 13 integrations live

Works with the stack you already run
- AWS
- GCP
- Azure
- Kubernetes
- GitHub
- GitLab
- Datadog
- Grafana
- Terraform
- PagerDuty
- Snyk
- Vercel
- Gitleaks+ secrets
When production breaks at 3am, a big company pages its on-call rotation. You page your oneexhausted engineer.
AI writes more code than ever, so more of it breaks than ever, and recovery has not kept up. On a small team the same one or two people still burn their nights reading logs and restarting services, usually at the worst possible hour.
The loop
One agent. It watches, reasons, asks, then fixes.
It runs unattended on your infrastructure and only interrupts you when a decision is genuinely yours to make.
- 01
Watches
your CI, cloud, and Kubernetes, with full context.
- 02
Diagnoses
finds the actual root cause, not a guess.
- 03
Proposes
one clear fix, explained in plain English.
- 04
You approve
nothing touches production without your yes.
- 05
Fixes & verifies
runs the fix and confirms the system recovered.
See it run
A real recovery, start to finish.
Ask Lear what just happened. It pulls live telemetry from your own accounts, reasons about the cause, and lays out the fix in plain English before it touches a thing.
Lear has diagnosed and fixed real failures on real AWS and GCP machines, after approval. The full recording is on its way.

On your infra
It runs on your infrastructure. Not ours.
Connect any of thirteen integrations with your own credentials. Lear checks them against the real provider APIs and works where your systems already live.
Your credentials never leave your environment. Every action is proposed, approved, and written to a log the agent cannot edit.

Everyone else built this for enterprises. We built it for you.
Every funded AI-ops tool is chasing large companies who will never let an agent near production. We went the other way, toward the teams with no dedicated SRE, where the pain is loudest and a good fix matters most.
What you'll save
Find out what firefighting is costing your team.
Move a few sliders. See your number. It is your math, not our marketing.
$62,400
≈ 624 engineer-hours pulled back from firefighting.
Pricing
You only pay a slice of what we save you.
Start with a free, read-only trial. When you are ready, Lear earns the right to act. Pricing is 15 to 20% of the savings we measure together. If we do not save you money, you do not pay us.