AI-Powered Diagnostics
Root cause in seconds. Not hours.
Works With Your Entire Stack
The Problem
Why Teams Struggle
Your engineers spend 70% of incident time just figuring out what went wrong — scrolling through logs, checking dashboards, comparing deployment diffs. By the time they find the root cause, the damage is done.
Our Approach
How CloudLink Solves This
Our Claude-powered incident engine ingests your logs, metrics, traces, and deploy history to identify the probable root cause within seconds of an alert firing — then suggests a specific remediation action.
What's Included
Features & Deliverables
Automated Log Analysis
Ingests structured and unstructured logs, identifies anomalous patterns and error correlations.
Root Cause Identification
Correlates metrics spikes with deploy events, config changes, and upstream dependencies.
Runbook Generation
Produces step-by-step remediation instructions based on the specific failure mode detected.
Change Correlation
Automatically diffs the last 5 deploys against the incident timeline to find the offending change.
Blast Radius Assessment
Maps affected services, endpoints, and user segments to quantify impact.
Post-Mortem Drafting
Generates a structured post-mortem document ready for review within 1 hour of resolution.
Comparison
CloudLink vs. Doing It Yourself
See how CloudLink stacks up against building in-house or managing it yourself.
| Feature | With CloudLink | DIY / In-House |
|---|---|---|
| Root cause speed | <30 seconds from alert | 30–180 minutes of manual investigation |
| Log analysis | AI reads all your logs instantly | Engineer ctrl+F through millions of lines |
| Deploy correlation | Automatic diff of last 5 deploys | Manual git blame and timeline comparison |
| Documentation | Auto-generated post-mortem in 1 hour | Engineer writes it at 5 AM, nobody reads it |
| Learning | Gets smarter with every incident | Repeats same mistakes |
"CloudLink's AI diagnosed a memory leak that had been eluding our team for 3 days. It correlated a dependency update from 4 days prior to the gradual memory growth pattern. Took 28 seconds."Daniel L., Staff Engineer — Analytics Platform
FAQ
Frequently Asked Questions
Ready to Get Started?
Talk to our team and see how ai-powered diagnostics can transform your operations.