The aim of the project is to introduce a product innovation to the market addressed to almost all medical units (users are doctors and medical secretaries) and to develop the enterprise as a result of revenues derived from the possibilities offered by the system. The proposed innovative approach to analyzing/collecting data from medical notes is the use of effective, fast NLP methods and dynamically expanded dictionaries already at the stage of entering the text by the doctor, while facilitating the process of creating the note itself and reducing the time spent on it.