AI log analysis

Pro feature. AI log analysis is available on Pro, Business, and Enterprise plans. You use your own provider API key, so provider-side usage stays under your control.

Instead of reading stack traces line by line, open a log entry and ask LogInformant to analyze it. The product sends the selected log entry and its attached context to your configured AI provider, then stores the completed analysis so it can be reopened later.

What the feature returns

  • Summary of the issue in plain language.
  • Error explanation when that analysis option is enabled.
  • Root cause analysis when that analysis option is enabled.
  • Suggested fix when code-fix suggestions are enabled.
  • Cached results so the same completed analysis can be reopened without rerunning it automatically.

Supported providers

Provider Default model in app Key location
OpenAI gpt-4o platform.openai.com/api-keys
Anthropic claude-sonnet-4-20250514 console.anthropic.com/settings/keys
Google AI gemini-1.5-pro aistudio.google.com/app/apikey
For the smoothest setup, use OpenAI, Anthropic, or Google AI.

Configure AI for an application

  1. Open the LogInformant dashboard and go to Applications.
  2. Edit the application you want to enable for AI analysis.
  3. Open the AI Integration tab.
  4. Select the provider, paste the API key, and choose the model.
  5. Choose which analysis outputs you want enabled: explanation, root cause analysis, and code fix suggestions.
  6. Save the AI settings, then open a log entry from that application.

Analyze a log entry

  1. Open a log row in the dashboard.
  2. Select the AI Analysis tab in the detail panel.
  3. Run analysis and wait for the provider response.
  4. Re-open the same log later to view the cached result, or re-analyze it if you want a fresh run.

Cost and privacy notes

  • Only the selected log entry and its attached context are sent to the provider, not your full log history.
  • Provider billing is handled by that provider, not by LogInformant.
  • Completed analyses are stored by LogInformant so they can be reopened later.
  • If your team requires documented key-storage guarantees, confirm that before enabling provider keys.

Troubleshooting

The AI tab says the feature is not available

Your current subscription tier does not include AI log analysis. Upgrade to Pro or higher.

The AI tab says the app is not configured

Open the application's AI settings and confirm the provider, model, and API key are saved.

Analysis failed with an invalid key message

Confirm the key belongs to the selected provider and that the provider account itself is active.

I want different output from the analysis

Adjust the enabled AI features in the application's AI settings, then re-run the analysis for a fresh result.