AI Launch Analysis
After each test launch, Qualflare automatically generates an AI analysis of the results. The analysis identifies risk areas, summarizes what failed, and provides actionable recommendations — saving time on post-run triage.
Where to Find It
AI Launch Analysis appears on the Launch Detail page as a card below the results summary. It is generated automatically — no manual action required.
Reading the Analysis
When analysis is complete, the card shows four sections:
Executive Summary
A brief, plain-language summary of the launch results. Includes a risk level badge:
- 🟢 Low — few or no issues, acceptable results
- 🟡 Medium — some failures worth investigating
- 🟠 High — significant failures requiring attention
- 🔴 Critical — major failures blocking progress
Risk Assessment
An explanation of why the risk level was assigned. Details the patterns and failure types that informed the assessment.
Failing Areas
A list of areas or suites with failures, each showing:
- Area name
- Failure count
- Impact level indicator
Recommendations
A numbered list of specific, actionable next steps based on the analysis.
Analysis States
| State | What it Means |
|---|---|
| Pending | Analysis is being generated. Refresh the page in a few moments. |
| Completed | Analysis is ready to read. |
| Failed | Analysis could not be generated. Try re-running the launch. |
| Skipped | Monthly AI credit quota was reached. Upgrade your plan or wait for quota reset. |
Plan Requirements
INFO
AI Launch Analysis requires Core plan or above. On the Starter plan, the analysis card shows an upgrade prompt.