Insights Page and Trend Analysis Usage
Who this is for
Users who want to see proactive AI-generated findings about their infrastructure — performance problems, security risks, cost waste, and reliability issues — before they become incidents.
Before you begin
- At least one server or cloud account must be connected.
- Navigate to AI Insights in the left sidebar.
What the AI Insights page shows
AI Insights is separate from the real-time Monitoring dashboard. Rather than charts and metric history, it shows a list of AI-generated finding cards. Each card represents a specific issue or recommendation identified by CloudAIPilot's analysis engine.
Each insight card includes:
- Title — a concise description of the finding (e.g., "High memory usage trend on server-prod")
- Category — Performance, Security, Cost, or Reliability
- Severity — Critical, Warning, or Info
- Server and account — which server or cloud account the insight applies to
- Time — when the finding was generated
Insight categories
| Category | Examples |
|---|---|
| Performance | High CPU sustained over hours, disk I/O bottleneck, memory pressure |
| Security | Open ports that shouldn't be exposed, outdated packages with known CVEs |
| Cost | Underutilized server candidate for downsizing, idle resources |
| Reliability | Server uptime concerns, missing monitoring coverage, configuration risks |
Filtering insights
Use the filter chips at the top to narrow the list:
- Category — All, Performance, Security, Cost, Reliability
- Severity — All, Critical, Warning, Info
- Cloud Account — filter by a specific connected cloud account
- Server — filter by a specific server
Acting on insights
Each insight card links to the relevant server or resource. After investigating and taking action:
- Click Dismiss on the insight card to mark it as handled.
- Click Dismiss All at the top to clear all current insights at once.
Dismissed insights are removed from the list. If the same condition recurs, a new insight may appear again.
What "All clear" means
When all insights have been dismissed (or none have been generated), the page shows "All clear — CloudAIPilot is continuously monitoring your infrastructure. No issues detected right now." This means the AI has no current findings requiring your attention.
What success looks like
- Critical and Warning insights are reviewed and dismissed after taking corrective action.
- The list reaches "All clear" on a regular basis, indicating proactive infrastructure health.