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qualityOS

Autonomous QA Pipeline

A 10-agent autonomous pipeline that handles every stage of quality assurance – from PR risk analysis and test design generation to nightly execution and quality intelligence reports. Human-in-the-loop gates are enforced at every decision point that matters. AI handles the mechanical. Your QA team applies the judgement. Nothing reaches production without human approval.

10
AI Agents
8:1
Dev:QA ratio
$4–10M
Annual QA savings (200 eng)
Request Early Access →

The 10-Agent Pipeline

Each agent has one job. Every critical gate has a human.

#
Agent
Function
HITL Gate
01
PR Risk Analyst
Analyses PR diff, scores risk 1–100, surfaces reviewer focus areas and blast radius to Tech Lead on every PR open.
Auto
04
Canary Monitor
Monitors p99 latency and error rate against 7-day baseline during canary deployments. Auto-rollback on P1 anomaly above 90% confidence.
Auto
05
RCA Correlator
Correlates production incidents with recent deployments. Generates draft RCA in under 30 minutes, posts to Knowledge Hub.
HITL
06
SME Strategy
Generates domain-specific test design strategy from feature spec and service contract. Maintains domain playbooks.
HITL
07
Test Design Gen
Generates test design document – scenario list, AC coverage map, edge cases, input/output matrix – from story AC and tech design.
HITL · Critical
08
Test Script Gen
Converts approved design into executable scripts (Jest, Playwright, Pact, Cucumber) as a draft PR to the feature branch. Blocked until Agent 07 HITL approval.
Auto (post-HITL)
09
Test Executor
Runs smoke, regression, contract, E2E, and nightly suites. Reports pass/fail/flaky per scenario. Orchestrates all three CI stages.
Auto
10
Report Analyser
Quality Intelligence Report within 1 hour of nightly completion. Quarantines tests above 5% failure rate. Produces QA maturity score.
HITL

The HITL Principle

Trust without blind automation.

Agents handle mechanical work. Humans own every decision that matters. No AI-generated test design reaches production without QA approval. No RCA is published without Tech Lead sign-off. No quality report reaches leadership without human review.


The HITL gate is enforced at the platform level – not by convention. Agent 08 is physically blocked until Agent 07 approval is confirmed.

Test Design · Agent 07
QA engineer reviews and approves every test design before scripts are generated. This is the most critical gate.
RCA · Agent 05
Tech Lead approves post-mortem before it publishes to the Knowledge Hub. No AI draft goes out as final.
Quality Report · Agent 10
QA Lead reviews nightly intelligence report before it reaches Engineering Management.
Known Issues · Customer Deflector
Every AI-proposed customer resolution is reviewed and approved by a support agent before sending. Customer trust is non-negotiable.

The Floating QA Model

Your QA team architects quality strategy. Agents execute it.

3:1
Current Dev:QA
The industry starting point. 60–70% of QA time spent on mechanical regression execution.
8:1
Target Dev:QA
Achievable within 12 months. QA engineers move from test runners to quality architects.
$4–10M
Annual Savings
QA headcount cost reduction for a 200-engineer organisation at 8:1 ratio.

Interactive Demo

25 use cases. See every one of them live.

Navigate by capability area using the sidebar. Press play to auto-advance through all 25 use cases, or click any item to jump directly to it.

Use sidebar to navigate · Press ► to auto-advance · Click any scene to explore

🖥️

Interactive demo — best on desktop

The 25-use-case interactive demo is designed for a larger screen. Visit velryn.io on your laptop or desktop to explore it, or book a call and we’ll walk you through it live.

Book a 20-minute call →

Ready to move from 3:1 to 8:1?

qualityOS is accepting 2 enterprise QA pilot teams this quarter. Your team configures all 10 agents in under 2 hours and is live before the next sprint starts.

Become a Design Partner → hello@velryn.io