streamlines follow-ups through messaging, appointments, and program adherence monitoring. The system supports remote patient monitoring, pre- and post-bariatric surgery pathways, and lifestyle interventions for chronic conditions related to weight. Integrations and data export enable clinical documentation and research, while analytics produce cohort insights and progress reports. Security controls, consent management, and anonymized reporting support clinical and research use. Training and onboarding services help clinics configure protocols and content.