Using AI Launch Analysis

Understand how Qualflare automatically generates AI-powered risk assessments for each test launch, including executive summaries, failing areas, and recommendations.

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

AI Launch Analysis requires Core plan or above. On the Starter plan, the analysis card shows an upgrade prompt.