Natural Resource Managers use camera traps and other sensors to monitor and adaptively manage threatened and endangered (T&E) species and other species of interest. However, moving, storing and analyzing large quantities of photos currently poses multiple significant challenges. Picogrid Platform addresses these challenges by combining hardware capable of real-time photo collection, cloud-based photo/video management software and a variety of third-party AI algorithms. This talk will cover the experience of building and testing enterprise-grade software for camera trap image management used by the Department of Defense.