CerviAssistAI main objectives are to create an automated system for segmentation and analysis of Pap Smear Images, storing them in a dedicated database, classifying cells by risk level and, especially, integrating the entire system into a medical laboratory. This system, based on the necessities of the medical staff, will offer a real-time analysis of the Pap Smear Images taking into consideration both the Pap smear slide score and the individual cells scores.