Ai-RGUS is an artificial intelligence-based software solution that makes security camera system maintenance easy. Initially developed to manage Duke University’s 2000+ camera system, it automatically alerts of any problems, including cameras down/unclear views, and cybersecurity vulnerabilities. It enables proactive maintenance and can be offered in an as-a-service model.