This platform is a Multi-modal AI-based Oral and Systemic Healthcare Integrated Community Care Platform designed to resolve the care gap and healthcare disparities in an aging society.It utilizes an AI Screening technology that accurately detects signs of oral frailty with over 90% accuracy using just a standard smartphone camera, and combines these oral images with structured systemic data like blood pressure and blood glucose to predict the early risk of aspiration pneumonia and chronic metabolic complications. Furthermore, it securely integrates fragmented data from hospital EMRs, public health centers, and local governments using international HL7 FHIR standards, while operating a one-stop referral system that automatically connects AI-identified high-risk individuals to local collaborating clinics.Administrators can monitor real-time health trends and high-risk distributions across regions via a cloud-based dashboard, ultimately transforming traditional reactive care into proactive, data-driven digital healthcare that reduces medical costs and significantly improves the overall quality of life for the community.