AI-Generated Automation, Unrivaled Coverage

AI Script Generation (AISG) transforms business intent into executable automation, generating and executing new tests on every run. By exploring your application beyond predefined user paths, AISG delivers dramatically greater application coverage, uncovers defects traditional automation misses, and provides the confidence to release faster
OVERVIEW

Innovative

Autonomous Test Generation

AI Script Generation (AISG) transforms business intent into executable automation, generating and executing intelligent tests based on your requirements and application intelligence. By exploring thousands of valid user paths—not just predefined scripts—AISG uncovers defects traditional automation misses while dramatically expanding application coverage.

Every execution generates fresh automation, eliminating script maintenance and delivering up to 10× greater application coverage, faster regression cycles, and higher confidence with every release

Key Capabilities

AI Creates the Scripts

So You Don’t Have To

AI Script Generation (AISG) continuously generates and executes intelligent tests by exploring your application across thousands of valid user paths. Instead of relying on static, human-authored scripts, AISG expands application coverage, discovers more defects, and regenerates automation as your application evolves.

The result is up to 10× greater application coverage, dramatically less maintenance, and higher confidence with every release.

 

  • Delivers up to 10× greater application coverage by generating AI-powered tests that explore far beyond traditional human-authored automation.
  • Generates executable UI and API automation from business intent—no recording or manual scripting required.
  • Integrates seamlessly with CI/CD pipelines to accelerate continuous testing and enterprise release workflows.
  • Supports web, mobile, desktop, APIs, and packaged applications, including modern low-code and enterprise platforms.
  • Continuously regenerates automation as applications evolve, dramatically reducing test maintenance while keeping intent and execution synchronized. errors and performance bottlenecks
  • Identifies functional defects, performance bottlenecks, and hidden application risks before they reach production.

Actionable Data Delivered in a

Unique Visual Map

The AIQ Digital Twin serves as the foundation for aligning test cases with actual application behavior, ensuring precise and comprehensive test coverage. It provides you with a complete view of your application’s health, presenting all the paths taken by the digital twin through your application. It shows you immediately if the AI is deeply penetrating the critical application journeys, as well as highlighting areas of greatest defect density. It also delivers detailed diagnostic data on each issue identified, enabling fast and accurate issue resolution. 

Compare each new digital twin with a base case digital twin to understand the differences between builds at the request level.

Benefits

Transformative QA for

Digital Transformation

Autonomous test creation delivers benefits that other test automation solutions can’t. Its superhuman intelligence and speed mean that you’ll realize a level of performance that’s never been achievable before.

Speed

Autonomous test creation delivers functional and performance tests at a rate previously unattainable, removing the test bottleneck in your DevOps process.

Visibility

Get an overall view of app health AND detailed diagnostic data to instantly understand the status of your apps with every iteration.

Agility

Provides rapid feedback to developers to make code fixes and adjustments based on Soak testing results. Can automatically feed into go/no-go release decisions.

Ease of Use

Since no coding is required, you can broaden your automation team. And no test maintenance makes ongoing support easy too.

Accuracy

Full Application Coverage means you can find every error before your users do. Data-driven execution means you can validate all your critical business rules.

Confidence

With more errors found, performance bottlenecks identified, and fast execution, you can deploy each release with greater confidence.

Use Cases

AI Script Generation Supports an

Array of Testing Needs

The speed, coverage, and completeness of autonomous testing helps you cover a robust set of testing requirements.

Instant Smoke Testing

Use AI script generations for smoke testing to support your go/no-go release decision process. Instantly identify and resolve critical issues to stay on schedule.

Web Testing

AI script generation is ideal for the rapid pace of change that many web apps and websites undergo, especially those supporting transactions and e-commerce.

Mobile Testing

The integrated performance diagnostics that AI script generation provides strengthen your app testing, where slow responses could mean lost customers.

Integration Testing

Because AI script generation creates API-level scripts, not just UX tests, you’ll have insights to your full, integrated application performance.

other product modules

See How AI Script Generation Works in Concert with Other

AIQ Modules

AISG is a great complement to human-designed test cases covering high-value user journeys. And its functionality can be extended into Digital Twins based on real user journeys in production or other environments and use them to test your next build.

Web Designer

Create codeless tests for websites & web apps, native mobile, and API testing with ease. Design tests that cover complex scenarios and use cases.

Real User Journeys

Combine your Digital Twin with application logs to automatically create your test cases based on actual user behavior.

Superpower Your Team

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