This master s dissertation presents a solution for the automatic generation and execution of functional tests based on the textual use case description and aims to verify whether certain application matches its functional requirements defined by this documentation. The constructed tool is capable of generating valued semantic test cases, of transforming them into source code (for Java Swing and the TestNG and FEST frameworks, in the current version), of executing them, of collecting the results and of analyzing whether the application s use cases matches (or not) its requirements. The solution main differentials includes the coverage of test scenarios that involves more than one use case, the coverage of scenarios containing recursive flows, the possibility of defining business rules using data existing in test databases, as well as the automatic generation of test values, and the generation of semantic functional tests in a format independent of programming languages and frameworks.