Challenge

A leading automotive and lifestyle audio manufacturer was undertaking a brownfield SAP S/4HANA transformation from a highly customized ECC environment. The client lacked a baseline test library, had constrained SME bandwidth, fragmented legacy knowledge, and traceability gaps across decades of process documentation.

Solution

QualityAI ingested structured and unstructured SAP documentation into an enterprise knowledge base, deployed AI agents to extract process steps and dependencies, generated SIT, UAT, and regression scenarios, and created traceable test cases for upload into the client’s test management tool. A human-in-the-loop model kept business users focused on final validation.

Impact

The client saved 70% of preparation time, rapidly generated more than 1,000 test cases, achieved a 75% scenario selection rate, and increased test coverage by 3x.