AI-Powered Analysis

Understand Issues Faster with AI

InfraCaptain uses AI to analyze alerts, identify root causes, and provide actionable recommendations.

What AI Insights Provide

Every alert and incident is analyzed to give you clear explanations and next steps

Root Cause Analysis

AI analyzes event timelines and correlations to identify the likely cause of issues

Detected that high CPU usage coincided with a backup script execution triggered by a recent cron configuration change

Actionable Recommendations

Get specific suggestions on how to resolve issues or prevent them from recurring

Recommendation: Move backup execution to 2 AM when traffic is lowest, or split backup into incremental chunks

Performance Optimization

Identify opportunities to improve system performance based on usage patterns

Redis cache hit rate is 45%. Consider increasing memory allocation to improve performance

Trend Detection

Spot gradual changes that could become problems, like slowly filling disk space

Disk usage increasing 2% per week. At current rate, disk will be full in 8 weeks

Example AI Analyses

CRITICAL

Service Outage Analysis

What Happened

PostgreSQL service crashed at 3:42 AM

Likely Cause

Out of memory condition triggered by memory leak in application process

Suggested Actions
  • Restart PostgreSQL service (automatic recovery completed)
  • Identify and fix memory leak in app-worker process
  • Consider increasing available RAM or implementing memory limits
Risk Assessment

High - May recur if application memory leak is not addressed

WARNING

Performance Degradation

What Happened

API response times increased 40% over the past week

Likely Cause

Database query performance degraded due to missing index on frequently accessed table

Suggested Actions
  • Add index on users.email column
  • Review slow query log for other optimization opportunities
  • Consider query result caching for frequently accessed data
Risk Assessment

Medium - Performance will continue to degrade as data grows

How It Works

InfraCaptain's AI analyzes your infrastructure data to provide intelligent insights

1

Data Collection

The agent collects metrics, events, and logs from your infrastructure

2

Pattern Analysis

AI models analyze patterns, correlations, and anomalies in the data

3

Actionable Insights

You receive clear explanations and specific recommendations

AI Recommendations, Not Automatic Changes

InfraCaptain AI provides recommendations and analysis, but never makes changes to your infrastructure automatically. You stay in control of all actions.

When you want hands-on help implementing fixes, InfraCaptain Assist provides optional expert assistance with explicit approval for every action.