Musculoskeletal pain is a leading cause of absenteeism and disability in industrial and office settings, yet access to professional rehabilitation remains limited. Employers are increasingly seeking proactive, scalable solutions to support workforce health and reduce long-term costs. MORA Care delivers clinically grounded, personalized musculoskeletal care via a mobile app—making expert-level rehabilitation accessible to all employees. Using computer vision and AI, the app analyzes joint mobility and asymmetry through guided photo and video assessments, then prescribes adaptive daily exercises. LLM and VLM technologies convert functional data into natural-language insights and contextual coaching, enhancing engagement. Employers deploy MORA Care through license-based programs and monitor usage trends and risk distribution via the MORA Care Partners dashboard. As a modular, cloud-based system, MORA Care can be deployed beyond the workplace—enabling broader application in community health initiatives, public-sector wellness programs, and regional musculoskeletal risk management.