PneumoCheck is a cost-efficient IoT-enabled smart patch designed for early detection of pneumonia through continuous monitoring of respiratory patterns and AI-based analysis. This study evaluates its diagnostic accuracy, usability, and cost-effectiveness compared to traditional methods. The device utilizes MEMS sensors to detect chest movements, transmitting real-time data to a mobile application integrated with AI for abnormal breathing detection. Validation results indicated 100% accuracy