Automated Software Test Generation
Automated Software Test Generation focuses on using advanced models to design, generate, and maintain test assets—such as test cases, test data, and test scripts—directly from requirements, user stories, application code, and system changes. Instead of QA teams manually writing and updating large libraries of tests, the system continuously produces and refines them, often integrated into CI/CD pipelines and specialized environments like SAP and S/4HANA. This application area matters because modern software delivery has moved to rapid, continuous release cycles, while traditional testing remains slow, labor-intensive, and error-prone. By automating large parts of test authoring, impact analysis, and defect documentation, organizations can increase test coverage, accelerate release frequency, and reduce the risk of production failures—especially in complex enterprise landscapes—while lowering the overall cost and effort of quality assurance.
The Problem
“Every release breaks because your test suite can’t keep up with change”
Organizations face these key challenges:
Regression suites are outdated: tests fail for the wrong reasons (UI/API changes), so teams ignore results
QA spend most of the sprint writing/repairing tests instead of analyzing risk and defects
Coverage is inconsistent: critical edge cases depend on which engineer/tester wrote the tests