AutoQAI -- AI Testing

THE $2M PROBLEM

Most engineering teams spend more time maintaining tests than writing product code. Manual regression cycles delay releases, brittle scripts collapse on every UI change, and bugs still reach production. This is the status quo -- and it's costing you more than you think.

30–40%

Sprint Time Lost

40%

Your engineers are QA engineers in disguise.

Nearly half every sprint evaporates into writing, debugging, and rewriting test scripts -- time that should go toward shipping features your users actually want.

Brittle

Legacy Scripts

Brittle

One UI change. A hundred broken tests.

Selenium and XPath-based test suites collapse the moment a button moves or a class name changes. You spend more time fixing tests than catching real bugs.

Low

Test Coverage

~30%

Most of your app is flying blind.

Manual QA can only cover so many flows. Edge cases, error states, and multi-step user journeys are routinely skipped -- until a customer finds them in production.

Escaped

Production Bugs

Escaped

Bugs that cost 30× more to fix in prod.

A defect caught before release costs minutes. The same defect found by a customer costs hours of hotfixes, support tickets, lost revenue, and damaged trust.

$2M+

QA Overhead

$2M+

The true cost of manual QA at scale.

When you factor in QA engineer salaries, delayed releases, and escaped bugs, a mid-size engineering team burns over $2M annually on a problem that AutoQAI eliminates.

How It Works

From zero to autonomous
testing in five steps

AutoQAI replaces your entire manual QA workflow. No Selenium. No brittle XPath selectors. No dedicated QA engineers required. Just point, approve, and ship.

Connect Your App

Point AutoQAI at your app's URL or upload a build artifact. No SDK to install, no code changes, no configuration files. You'll have AutoQAI reading your interface in under five minutes.

Works with any web framework -- React, Vue, Angular, plain HTML.

AI Maps Your Interface

AutoQAI's vision model crawls every screen, button, form, and interactive state in your application -- building a complete visual sitemap the same way a thorough human tester would explore it by hand.

Discovers routes, modals, multi-step flows, and edge-case states automatically.

Test Cases Are Written for You

The LLM reasoning layer reads your sitemap and infers real user journeys -- checkout flows, onboarding steps, error states. It writes test cases in plain English and executable code. You review and approve in one click.

Generates Playwright-compatible tests you can export and own.

Tests Run on Every Commit

Connect your CI/CD pipeline and AutoQAI runs the full test suite in parallel cloud environments on every push -- across Chrome, Firefox, Safari, and mobile viewports simultaneously. No queue, no waiting.

Average full-suite run time: under 4 minutes for 200 tests.

Bugs Caught, Tests Self-Heal

When something fails, AutoQAI classifies it immediately: real bug, flaky network call, or intended UI change. When your interface evolves, tests automatically repair their own selectors -- no manual maintenance required.

Self-healing accuracy: 99.4%. Jira and Slack alerts included.

The Intelligence Layer

AutoQAI isn't a rule-based script runner. It's a stack of five specialized AI models working in concert -- each responsible for a different stage of the testing pipeline. Click any model below to see how it contributes to the whole.

Vision Model

Reads screenshots pixel-by-pixel, understanding UI layout and visual hierarchies perfectly. Identifies every interactive element without relying on DOM selectors.

LLM Reasoning Layer

Translates visual maps into meaningful user journeys. Understands intent, not just structure -- inferring what a real user would actually test.

Classification Model

Instantly categorizes failures as real bugs, flaky tests, or expected changes -- eliminating false positives that slow down your team.

Self-Healing Engine

When UI changes, this model re-identifies element relationships and repairs selectors automatically -- keeping your test suite green without manual work.

Risk Prediction Model

Scores every code change for QA risk, prioritizing which tests to run first so critical paths are always validated before edge cases.

VISION MODEL - LIVE INFERENCE

A Complete Ecosystem

Everything You Need to Ship

AutoQAI covers the full testing lifecycle -- from first discovering your app's interface all the way to filing a Jira ticket when a real bug is found. One platform, end to end.

App Discovery & Onboarding

AI Test Generation

Autonomous Execution

Self-Healing Tests

Bug Triage & Reporting

Dashboard & Analytics

App Discovery & Onboarding

Point. Connect. Done in 5 minutes.

AutoQAI crawls your entire app autonomously -- every route, modal, form, and edge-case state -- the moment you give it a URL. No SDK, no config, no code changes required.

240

Screens Mapped

<5m

Setup Time

100%

No Code Change

// AutoQAI crawler initialised
autoQAI.connect('https://app.yourco.com');
// ✓ 240 screens mapped
// ✓ 47 interactive states found
// ✓ Ready to generate tests

AI Test Generation

Tests written before you ask for them.

The LLM reasoning layer infers real user journeys from your visual sitemap and writes Playwright-compatible test cases in plain English and executable code. Review and approve in one click.

Tests Generated

1-click

Approval

Export

Playwright Ready

// Generated: checkout flow
test('user completes purchase', async () => {
  await page.goto('/checkout');
  await page.fill('#card', '4242...');
  await expect(page).toHaveURL('/success');
});

Autonomous Execution

Full suite. Every commit. Under 4 minutes.

Connect your CI/CD pipeline and AutoQAI runs all tests in parallel cloud environments on every push -- across Chrome, Firefox, Safari, and mobile. No queue, no waiting, no flakiness.

4min

Full Suite

4×

Browsers Parallel

Every

Commit Triggered

// CI pipeline triggered
[chrome] ✓ 89/89 passed (3m 42s)
[firefox] ✓ 89/89 passed (3m 51s)
[safari] ✓ 89/89 passed (3m 58s)
[mobile] ✓ 89/89 passed (3m 44s)

Self-Healing Tests

UI changed. Tests fixed themselves.

When your interface evolves, AutoQAI's self-healing engine automatically re-identifies element relationships and repairs broken selectors -- no manual maintenance, no false failures.

99.4%

Heal Accuracy

Manual Fixes

Auto

Repair

// Selector drift detected
✗ #submit-btn → not found
→ Self-healing engine activated
// Matched: [data-testid="submit"]
✓ Selector repaired. Test passing.

Bug Triage & Reporting

Real bug or flaky test? Classified instantly.

AutoQAI's classification model tells you exactly what happened: real regression, flaky network call, or an intentional UI change. Jira tickets filed automatically. Slack alerts sent instantly.

Classify Time

Auto

Jira Ticket

Slack

Instant Alert

// Failure detected in checkout
Classification: REAL BUG
Severity: HIGH
// Jira AQ-2841 created
// Slack #eng-alerts notified

Dashboard & Analytics

Full visibility. Zero guesswork.

Track test coverage, pass rates, flakiness trends, and time-to-ship across every project. Your entire QA health in one real-time dashboard -- built for engineering leads and CTOs.

98.2%

Pass Rate

↓62%

Bug Escape Rate

Live

Real-Time

// Weekly QA summary
Coverage: 94% ↑ 12%
Pass rate: 98.2% ↑ 4%
Flakiness: 0.6% ↓ 78%
Ship time: -1.4d faster

https://app.yourco.com

✓ App connected in 12s

autoqa://scanning · 47 states found

// Vision model crawling...
Routes mapped: 24
Modals found: 8
Forms detected: 11
Edge states: 47

autoqa://tests · 89 generated

// Generated test suite
test('checkout flow', async () => {
  await page.goto('/checkout');
  await page.fill('#card', ...);
  await expect(page).toHaveURL('/success');
});

✓

Checkout · happy path

✓

Onboarding · step 3 skip

●

Cart · empty state

CI · commit 4f2a9b · running

// Parallel execution
[chrome] ✓ 89/89 3m 42s
[firefox] ✓ 89/89 3m 51s
[safari] ✓ 89/89 3m 58s
[mobile] ✓ 89/89 3m 44s

356

Tests Run

100%

Pass Rate

3m52s

Total Time

4×

Parallel

autoqa://report · ready to ship

// Deployment cleared
Coverage: 94% ↑12%
Bugs escaped: 0
Regressions: 0
Status: ✓ SHIP IT

Bugs Escaped

↓62%

Bug Escape Rate

94%

Coverage

-1.4d

Ship Time

Seamless Integration

AI That Sees Everything

1

Connect your app via URL or build upload

Point AutoQAI at any URL. No SDK, no config, no code changes. Up and running in under 60 seconds.
2

AI visually maps your entire application

The vision model crawls every screen, form, modal, and edge-case state -- building a complete sitemap automatically.
3

Review auto-generated test suite

89 Playwright-compatible tests written in plain English and executable code. One-click approve and export.
4

Tests run autonomously on every commit

Full suite across Chrome, Firefox, Safari, and mobile in parallel. Average run time: under 4 minutes for 200 tests.
5

Get actionable reports and ship instantly

Zero escaped bugs. Full coverage report. Jira tickets filed, Slack alerted. Green light to deploy.

QA That Thinks,
Adapts, and Never Breaks.

From zero to autonomous
testing in five steps

The Intelligence Layer

Everything You Need to Ship

AI That Sees Everything

Enterprise-Grade Infrastructure

Join the future of QA.

Roadmap

The MVP

Engineers fixing engineering.

Stop writing tests.

QA That Thinks,Adapts, and Never Breaks.

From zero to autonomoustesting in five steps

The Intelligence Layer

Everything You Need to Ship

AI That Sees Everything

Enterprise-Grade Infrastructure

Join the future of QA.

Roadmap

The MVP

Engineers fixing engineering.

Stop writing tests.

QA That Thinks,
Adapts, and Never Breaks.

From zero to autonomous
testing in five steps