The scope of the project is to carry out interdisciplinary research, development and pre-implementation work in the ICT sector to create a globally innovative technological solution. It will be an intelligent speech processing system designed for the medical industry. The developed tool allows the automation of medical interviews based on a recording of the patient-doctor dialogue. It provides accurate speech processing and, at the same time, extraction of relevant information from the recorded statements, which will be sent to a constructed form and database (question-answer system).