Concepts

AI Features

Overview of Qualflare's AI-powered capabilities including the Quo Agent, AI Launch Analysis, Failure Clusters, AI filtering, and test suite optimization.

AI Features

Qualflare includes AI-powered capabilities that help teams analyze test coverage, identify failure patterns, and generate test content. All AI features can be enabled or disabled per project from Project Settings → AI.

FeatureDescription
Quo AgentAI assistant for coverage analysis, case suggestions, and step generation
AI Launch AnalysisAutomatic post-launch summaries with risk levels and recommendations
Failure ClustersGroups similar failures to surface patterns and root causes
AI-Powered FilteringPlain-English search on the Explore page
Test Suite OptimizationDetects similar or redundant test cases
Qualflare in Claude CodeGenerate and fix tests from inside the Claude Code chat

Quo Agent is a panel available on any project page — it analyzes coverage gaps, suggests new test cases from your existing suites, and generates step-by-step content for individual cases. Two models are available: Quo Fast on every plan, Quo Pro (deeper analysis) on Scale and above.

AI Launch Analysis runs automatically after every test launch and appears on the Launch Detail page (Core plan and above): an executive summary with a risk level (low/medium/high/critical), risk justification, failing areas by impact, and actionable recommendations — so you don't have to read every result to know whether a launch is safe to ship.

Failure Clusters groups similar failures together (accessible from the Clusters sidebar section, Core plan and above), so you triage one root cause instead of dozens of individual red tests — each cluster ships an AI-generated label, severity, root-cause analysis, and sample failures with similarity scores.

AI-Powered Filtering lets you describe a search on the Explore page in plain English (e.g. "failed automated tests from the Login suite created this month") instead of building structured filters by hand.

Test Suite Optimization flags similar or redundant test cases so suites stay lean as they grow, rather than accumulating duplicate coverage over time.


AI Credits & Usage

PlanAI Credits/MonthAgent Messages/DayQuo Pro
Starter5010No
Core20030No
Scale1,000100Yes
Enterprise5,000UnlimitedYes

AI credits are shared across all AI features in your workspace. Coverage analysis, launch analysis, and case generation each consume credits.


Enabling / Disabling AI

AI features can be toggled on or off per project at Project Settings → AI. Individual capabilities (Test Case Generation, Defect Analysis, Coverage Suggestions) can be enabled or disabled independently.


See Also