✨ AI-Powered QA Automation
AI-Powered QA Automation for Faster, Reliable Releases
Discover functionality, generate meaningful tests, validate UI + API + database behavior, find defects with evidence, and build maintainable regression automation.
- Capability
- ⚡ Playwright & Selenium
- Capability
- 🛡️ Zero Flake Self-Healing
- Capability
- 🔄 REST & GraphQL Validation
- Capability
- 🗄️ SQL Database Parity
- Capability
- 🚀 3.8x Faster Releases
From Code to Confidence
- Application01
- AI QA Agent02
- Browser + API + SQL03
- Test Execution04
- Evidence05
- Defect06
- Regression07
Why QA falls behind
Traditional QA can't keep up with modern release cycles
Manual regression takes too long
Every release, the same clicks — slower each time the application grows.
Requirements are incomplete
Documentation lags behind what the application actually does today.
Legacy applications are poorly documented
Business rules live in the code and in people's heads, not in specs.
UI-only automation misses backend defects
A green checkmark on screen doesn't mean the database agrees.
Migration projects hide functional gaps
A pixel-perfect new UI can still silently drop business behavior.
Test maintenance is expensive
Brittle selectors and flaky suites cost more to maintain than to write.
How we solve it
From Application URL to Evidence-Backed QA
One consistent workflow takes you from an unfamiliar application to a maintainable regression suite.
Discover
Map the application's pages, workflows, and data entities.
Understand
Extract business rules, validations, and permissions.
Generate
Produce risk-based, meaningful test scenarios.
Execute
Run workflows across UI, API, and database.
Validate
Compare expected vs. actual behavior with evidence.
Report
Deliver evidence-backed, classified findings.
Retest
Confirm fixes against the original defect.
Regression
Fold stable scenarios into ongoing release regression.
Flagship capability
Migration testing that compares behavior, not screenshots
We don't compare old and new screens pixel-by-pixel. We compare business capability — CRUD operations, business rules, validations, workflows, permissions, calculations, and integrations — and classify every result.
- PASS
- PARTIAL
- FAIL
- NOT FOUND
- NOT TESTABLE
- NEEDS BUSINESS CONFIRMATION
| Requirement | Old | New | Result |
|---|---|---|---|
| Create booking | PASS | PASS | PASS |
| Edit booking | PASS | PASS | PASS |
| Cancel booking | PASS | FAIL | FAIL |
| Commission calculation | PASS | Different | GAP |
| Search | PASS | PASS | PASS |
| Export report | PASS | Missing | GAP |
Demo / Illustrative example — not real customer results.
What we do
Services built for engineering-led QA
AI Functional Testing
P0AI explores your application, understands workflows, and generates meaningful functional test scenarios.
Learn morePlaywright & Selenium Test Automation
P0Reliable, maintainable browser automation built for long-term regression coverage.
Learn moreAPI Testing
P0Validate REST/API behavior as part of complete business workflows, not in isolation.
Learn moreLegacy-to-New Application Migration Testing
P0Compare functional behavior between legacy and new applications — not just screens.
Learn moreCI/CD QA Automation
P2Run automated regression continuously through GitHub Actions, Jenkins, or your pipeline.
Learn moreThe 4-Stage Predictive AI-QA Cycle
How our AI QA Tool engine transforms application interactions into predictive risk scoring and self-healing test automation. Click each stage to inspect.
Data Processing
Collected runtime logs, telemetry, DOM mutations, and API traffic are sanitized, structured, and vectorized. Well-organized test data lays the technical groundwork for reliable model predictions and actionable QA decisions.
Capabilities & Logic
Validated across continuous regression runs and multi-platform pipelines.
Delivery process
How it works
Discover
AI explores your application's functionality.
Generate
Meaningful test scenarios are created from real behavior.
Execute
Playwright, Selenium, API, and database checks run the workflows.
Automate
Stable scenarios become reusable regression automation.
No guesswork
Every important finding has evidence
Screenshots, traces, API responses, database results, and execution logs back every defect we report.
Screenshot
Visual state of the application at the moment of the check.
Browser trace
Step-by-step execution trace for reproducing the scenario.
API response
Actual request/response payloads and status codes.
Database result
Query results confirming (or contradicting) persisted state.
Execution log
Full step log tying evidence back to the test scenario.
Expected vs. actual
Direct comparison showing exactly where behavior diverged.
- Requirement
- FR-BOOK-001 — Booking confirmation updates status
- Expected
- Booking status = CONFIRMED
- Actual
- UI = CONFIRMED · Database = PENDING
- Evidence
- Screenshot + API response + SQL query result
Illustrative example — not a real customer finding.
Interactive Artifact Studio
See Autonomous QA Execution In Action
Explore how QAQuad executes Playwright & Selenium tests, auto-heals broken locators in real time, and asserts dual API + database consistency.
⚡ [DISCOVERY] Initiating multi-agent run for https://app.enterprise-saas.com/checkout/flow
ℹ [BROWSER] Initialized Chromium worker 1 (Viewport 1440x900)
✓ [STEP 01] Navigated to target checkout portal in 242ms
✓ [STEP 02] Injected test fixture customer profile: usr_enterprise_tier_491
button[data-testid='submit-order-v1'] missing due to deploy commit #4fa81.→ Autonomous Self-Heal Activated: Resolved target button via semantic text & visual bounds (Confidence: 99.4%) in 12ms.
✓ [STEP 03] Order submitted. Stripe PaymentIntent pi_3Mv528Lkd confirmed.
✓ [STEP 04] SQL Verification: Querying PostgreSQL SELECT status FROM orders WHERE id=... → "COMPLETED"
QA ROI & Regression Savings Calculator
Estimate how much engineering time and release budget your team saves by moving from repetitive manual regression to QAQuad self-healing Playwright & Selenium automation.
Projected Annual Impact
$69,075
Annual Engineering Hours Saved: 1,535 hrs
Release Cycle Speedup
3.5x
Hours instead of days
Defect Escape Risk
-78%
Multi-layer checks
Based on average telemetry across 150,000+ executed test scenarios.
Integrates Seamlessly Into Your Existing Stack
No vendor lock-in. QAQuad executes directly within your repositories, CI/CD runners, and issue tracking tools using standard open-source formats.
Playwright
Native TypeScript/Python test execution with trace capture
Selenium
Legacy enterprise browser automation support
GitHub Actions
Trigger pull request tests and matrix regression jobs
GitLab CI
Continuous testing stages with artifacts caching
Jenkins
Distributed pipeline jobs with JUnit and Allure test reports
Docker
Hermetic containerized test runners with reproducible environments
Jira & Zoho
Automated bug tickets with reproduction steps & video traces
PostgreSQL & MySQL
Direct SQL transaction assertions and state rollbacks
Slack & Teams
Instant defect alerts with root-cause links to PR authors
Who we work with
Built for real business applications
Travel Technology
Booking engines, reservation systems, and backoffice platforms with complex pricing, inventory, and multi-currency logic.
- Complex fare, commission, and markup calculations across currencies
- High-volume booking, amendment, and cancellation workflows
- Legacy backoffice migrations with undocumented business rules
SaaS
Multi-tenant SaaS products shipping frequent releases under tight regression timelines.
- Weekly or biweekly releases with growing regression scope
- Multi-tenant permission and data-isolation risk
- Subscription, billing, and plan-tier logic that's easy to break silently
ERP / CRM
Back-office systems where a quiet calculation or workflow regression has outsized business impact.
- Deep, interconnected modules where one change ripples elsewhere
- Role- and permission-based workflows that are hard to cover manually
- Reports and exports that must match underlying data exactly
Security, Privacy & IP Trust Assurance
Designed from day one to satisfy the compliance, confidentiality, and data governance standards of enterprise security teams.
100% Client Code & IP Ownership
Every test suite, Playwright/Selenium script, fixture library, and CI/CD configuration written for your project is committed directly to your repository under your company's full intellectual property rights.
Zero Production Access Required
Our QA engineers and multi-agent systems operate strictly within sandboxed staging, UAT, or ephemeral review environments using isolated mock test accounts.
Least-Privilege Token Governance
Database and API validation utilizes read-only or role-restricted staging credentials. We never store long-lived production secrets or customer PII.
VPN Bastion & IP Whitelisting
Testing runners can be restricted to designated static egress IPs or routed through your organization's internal VPN tunnels with strict audit logging.
Need a signed Mutual NDA or Security Architecture Review before sharing non-prod URLs? Contact our engineering team.
Find functional gaps before your customers do.
Book a free QA assessment and see what a functional, evidence-backed review of your application looks like.