TRAPCUBE is a first-of-its-kind AI-powered mosquito trap that captures mosquitoes, logs when and how often capture events occur, and converts those records into indoor risk alerts. In homes with children or pets, hotels, cafes, and small businesses, mosquitoes cause bites, sleep disruption, guest complaints, and unwanted reliance on insecticides. Conventional UV-centric traps rely mainly on light, limiting mosquito-specific attraction; users must open the device to inspect captures manually and cannot tell whether capture events are rising over time. TRAPCUBE combines a proprietary attractant, UV-A guidance, fan-based suction capture, IR event detection, microphone-based wingbeat signal collection, and AI analysis of capture patterns and environmental conditions. Through alerts, users can recognize when mosquito activity rises above baseline and act before bites or complaints escalate—maintaining indoor comfort and hygiene while reducing daily inspection burdens and insecticide dependence.