AI offers a variety of methods to predict potential infection through collection and analysis of mobile data and personal surveys. In order to keep the spread of pathogens under control and manage outbreaks of disease, AI based applications help to monitor citizens in lockdown by tracking location via GPS. Moreover, facial recognition, thermal imaging detecting fever, and AI-based drone techniques can be employed for tracking those who are violating local, state, or national public health policies.