AI-Generated Automation, Greater Application Coverage
Innovative
AI-Powered Test Generation
AISG Bug Hunter uses the AIQ Digital Twin to understand application states, elements, transitions, and business behavior. It explores those states against your requirements to identify valid test flows beyond predefined scripts.
The result is up to 10x Application Coverage*—helping teams discover important tests they never wrote. Within AIQ, that discovery connects to enterprise execution, governance, evidence, and reporting.
AI Creates the Tests
You Didn’t Know to Write
AISG Bug Hunter expands testing beyond your existing regression pack. Data-driven exploration identifies additional application states and meaningful flows, helping teams find defects that predefined tests can miss.
Together with GENI, which converts existing natural-language test cases into production-grade Playwright Python, AISG brings broader Application Coverage to one enterprise quality platform.
- Delivers up to 10x Application Coverage by exploring beyond existing test cases.
- Uses the AIQ Digital Twin to generate tests against real business requirements.
- Integrates with CI/CD pipelines through AIQ’s centralized execution and scheduling.
- Works within AIQ’s broader platform for web, mobile, desktop, API, SQL, performance, load, and security testing.
- Regenerates automation as applications evolve, reducing the maintenance burden.
- Connects findings with dashboards, history, and evidence to support investigation and release decisions.
Actionable Data Delivered in a
Unique Visual Map
The AIQ Digital Twin maps application states and transitions, providing the application intelligence AISG Bug Hunter uses to discover additional valid test flows.
Its visual map shows where exploration has reached, how deeply critical journeys have been tested, and where defects are concentrated. Detailed diagnostic information helps teams investigate findings and prioritize fixes.
Compare each new Digital Twin with a baseline to understand changes between builds at the request level.
Benefits
Transformative QA for
Digital Transformation
AI-powered test discovery expands Application Coverage, while AIQ provides the execution, evidence, and visibility enterprises need to act on the results.
Generate and execute additional tests faster, helping reduce testing bottlenecks in your DevOps process.
See application health alongside diagnostic details, execution results, and historical evidence.
Give developers timely feedback as applications change, supporting faster fixes and better-informed release decisions.
Expand testing without manually scripting every discovered flow, and reduce ongoing maintenance through regenerated automation.
Explore relevant application states against business requirements to validate meaningful behavior.
Find more defects and use broader Application Coverage to strengthen confidence in each release.
Use Cases
AISG Bug Hunter
Supports an Array of Testing Needs
AI-powered exploration complements your existing tests, helping teams investigate additional risks across critical application workflows.
Instant Smoke Testing
Generate and execute tests to identify critical issues quickly, providing evidence for your go/no-go release decisions.
Web Testing
Explore beyond predefined paths to uncover defects in changing web applications, transaction flows, and e-commerce experiences.
Mobile Testing
Expand testing around mobile application journeys, with AIQ’s diagnostic capabilities helping teams investigate functional and performance issues.
Integration Testing
Extend testing across connected application flows, using AIQ’s UI and API capabilities to investigate behavior beyond individual screens.
other product modules
See How AISG Bug Hunter
Works with Other AIQ Modules
GENI automates what you already know to test. AISG Bug Hunter helps uncover what you don’t.
GENI turns existing natural-language test cases into production-grade Playwright Python. AISG complements those tests with Digital Twin-driven discovery—all within AIQ’s governed platform for execution, evidence, history, and reporting.
Web Designer
Create codeless tests for complex scenarios and high-value user journeys, complementing the additional flows AISG Bug Hunter discovers.
Real User Journeys
Combine your Digital Twin with application logs to create tests informed by actual user behavior and strengthen regression testing for your next build.
Superpower Your Team
Discover what AISG Bug Hunter can do within AIQ’s enterprise quality platform.
