The Wise Eye Elderly Monitoring System in Sri Lanka employs machine learning for personalized care, automatic activation and deactivation, automatic accident detection, and immediate alerts to caregivers. Voice recognition enhances communication while behavioral analysis predicts activity levels. Rigorous evaluation confirmed its efficiency, significantly improving elderly safety, reducing caregiver burden, and raising care standards.