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Since the beginning of the year 2020, we have been suffering from the COVID-19 pandemic and are daily exposed to misinformation, leading to myths around vaccination and COVID-19. This study focuses on creating and distributing a Conversational Agent (CA), named VWise, for a health intervention using Design-Based Research (DBR), to help profile, guide, and inform the public about COVID-19 and COVID-19 vaccination in the EMRO (Eastern Mediterranean Region of Operations) region.