Techniques described herein relate to a method for managing a computer vision environment. The method includes obtaining, by a video management system (VMS), a computer vision (CV) alert; in response to obtaining the CV alert: receiving confirmation of the CV alert; in response to the confirmation: identifying a nearest mobile agent of mobile agents associated with the CV alert; providing the CV alert and at least a portion of the CV data associated with the CV alert to the mobile agent; generating a CV alert case associated with the CV alert; obtaining additional CV data associated with the CV alert from CV nodes and the nearest mobile agent; and updating the CV alert case using the additional CV data.