Contingency emergencies are characterized by the presence of wounded and/or dead, wounded need medical assistance with the fast determination of the optimal approach. Medical conversations that are conducted for determining patient diagnoses in these conditions can give erroneous recommendations. The errors grow if recommendations are created in a networked condition, when the doctors do not hear and see each other. To improve the medical advice services it is advisable to apply strong (general) and collective artificial intelligence technologies, including cognitive modeling and a genetic algorithm. An important issue of application artificial intelligence technologies in advice conversations is transforming the divergent conversation’s process to convergent conversations that ensures the achievement of the consent of the doctors regarding the diagnosis for a short time. It can lead to a holistic plan for improvement of the patient’s health