Test case development for complex automotive systems is a tedious job because of the vast number of requirements, dependencies, and strict compliance standards that must be satisfied. Manually creating these test cases is time-consuming, error-prone, and often leads to gaps in coverage. In this article, we will see how we can leverage LLM to automate the process.