Every test run tells a story. ARIA makes sure you read it.
Running tests generates data. Understanding what that data means — and acting on it — is a different problem entirely. ARIA closes the loop on every QE cycle: she ingests results from EVAN, LEO, and SARA, correlates findings across agents, and produces structured reports that engineering leads, product managers, and executives can actually use.
The Problem
Test Results Without Insight Are Just Noise
Most teams have more test output than they can process. Raw pass/fail data, flaky test logs, performance metrics, and security findings pile up across separate tools with no unified view. Engineering leads spend hours assembling release reports by hand. Executives get no visibility into quality trends. And the signals that matter — a risk hotspot quietly growing across sprints, a flaky test masking a real intermittent failure — go unnoticed until they become incidents.
What ARIA Delivers
Insight Across the Full QE Pipeline
- Unified release quality reports — consolidated findings from EVAN, LEO, and SARA in a single structured document
- Risk heatmaps — visual representation of quality risk concentration by feature, module, or service
- Trend analysis — defect rate, coverage, and performance metrics tracked across sprints and releases
- Executive summaries — one-page QE status for engineering leadership and product stakeholders
- Flaky test detection — identifies tests that pass and fail inconsistently, masking real quality signals
- Coverage gap reporting — surfaces areas of the product with insufficient test coverage relative to risk
- Compliance-ready QE documentation — structured audit trails for HIPAA, SOC 2, and EU AI Act readiness
- Release go/no-go recommendations — data-backed quality gates with clear pass/fail criteria
How It Works
ARIA's Process
Data Ingestion
ARIA collects outputs from every active agent in the squad — EVAN’s automation results, LEO’s performance profiles, and SARA’s security findings — alongside any existing test tooling in your pipeline.
Correlation & Analysis
Findings are correlated across agents and across historical releases. ARIA identifies patterns: which areas of the product generate disproportionate failures, which test failures are genuinely new vs. recurring.
Report Generation
Structured reports are generated at the level of detail appropriate for each audience — detailed technical findings for engineers, risk summaries for product leads, and executive dashboards for technology leadership.
Continuous Feedback Loop
ARIA’s analysis feeds back into TARA’s coverage planning for the next sprint — closing the loop so every test cycle is informed by what the previous one revealed.
Best for
This Agent Is Right For You If...
- Your engineering team runs tests but nobody has time to interpret and act on the results
- You need QE reporting for executive, board, or investor audiences without spending days assembling it
- You operate in a regulated industry and need audit-ready QE documentation as a standard output
- You're experiencing recurring production incidents that your test suite should have caught
- Your release decisions are made on gut feel rather than structured quality data
Ready To Work Together?
See Your Qe Data Through ARIA’S Lens
Share your last sprint’s test results — in any format. ARIA will produce a structured quality report, identify the top three risk signals, and show you what a continuous reporting cadence looks like for your team.
