Same Playwright.
Far more capability.
Appvance AIQ turns the Playwright framework your teams already know into an enterprise quality platform — with AI-powered generation, execution, governance, evidence, coverage, and support built in.
THE APPVANCE ADVANTAGE
Redefining Software Quality
For Today’s Enterprise Needs
Enterprise quality is no longer about scripts—it’s about outcomes. AIQ delivers continuous, AI-driven validation across complex systems—using intelligent test generation that actively hunts for defects, expands coverage beyond predefined paths, and eliminates the maintenance burden of traditional automation.
AI-native Enterprise Playwright
GENI turns natural-language test cases into production-grade Playwright Python at enterprise scale — using proprietary models and more than a decade of Appvance QA knowledge.
□ 100+ test-to-script conversions per hour
□ 95%+ measured conversion accuracy
□ Standard Playwright Python your team already knows
□ Maintained and supported by Appvance
AISG Bug Hunter
Go beyond the tests you already wrote. AISG Bug Hunter uses the AIQ Digital Twin to explore application states and generate important tests against real business requirements.
□ Up to 10x Application Coverage
□ Data-driven exploration across requirements
□ Finds important tests you never wrote
One Enterprise Quality Platform
Script generation is only step one. Execute and govern quality across web, mobile, desktop, API, SQL, performance, load, and security — without building the surrounding infrastructure yourself.
□ Centralized execution and governance
□ Dashboards, history, evidence, and integrations
□ One platform across enterprise testing
ENTERPRISE BY DESIGN
A script is not
a quality platform.
AI can write Playwright. Enterprise QA still requires governance, execution, evidence, history, security, reporting, integrations, and support.
AIQ provides the controlled system of record enterprises need to know what ran, where it ran, against which environment, with which data, and what happened.
□ Governed execution | □ Results & evidence |
□ Roles & permissions | □ Auditability & history |
coverage
Not all coverage is coverage
Testing the cases you already know is the baseline. Code coverage shows what was executed.
Application Coverage measures the broader application states that matter to the business.
APPLICATION COVERAGE
The highest bar — maximize visibility to bugs before users find them.
CODE COVERAGE
Shows which code executes — not every meaningful user state.
TEST COVERAGE
Tests the cases your team already knows to write.
innovation
Your engineers should be innovating, not maintaining.
A homegrown Claude + MCP + Playwright stack can prove AI can write tests.
But every upgrade, defect, integration, security requirement, compatibility change, dashboard, and feature request becomes yours to maintain.
With AIQ, your team owns quality outcomes. Appvance owns the platform, support, roadmap, and continuous AI innovation.
Stay at the leading edge of AI in QA without becoming your own QA software company.
THE POWER OF THE PLATFORM
Test Smarter, Deploy Faster
Advance your quality commitment and achieve continuous testing goals across every type of development.
Use the power of AI testing tools to continuously improve the user experience across sites, apps, and services.
FEATURED CASE STUDIES
Real-World AIQ Results
AI Script Generation led to higher code quality, happier customers for major insurer
- Chose AIQ to overcome slow product release cycles and high quantity of undetected bugs
- Achieved 97% application coverage across apps deployed
- Resolved a serious Log4j vulnerability and enabled continuous code delivery
Improved QA through AI Testing with minimal resources for auto parts distributor
- Needed to improve testing as they expanded the portfolio from one to eight apps under test
- Achieved near 100% coverage plus continuous enhancements with comprehensive daily testing
- Run daily tests with tens of thousands of validations to track the accuracy of their highly dynamic 1M+ parts inventory
Autonomous test generation helps government agency keep up with COVID
- Needed to replace manual tools with agile testing to meet changing quarantine regulations
- Increased test execution volume 5x and expanded to include over 3,000 unique flows through the use of ai testing tools
- Expanded AIQ use to include additional COVID apps for vaccinations, testing, and tracking
Discover The Autonomous Test Creation Advantage
Using AI in Software Test Automation
Measuring Coverage in Software Testing
Embracing AI First Software Quality Platforms: Transforming the Future of Software Testing
Empower Your Team. Unleash More Potential.
See What AIQ Can Do For Your Business.
