Our research focuses on real-world monitoring of individuals with MS, utilizing advanced technology to gather laboratory-grade data outside of traditional clinic settings. Our work explores barriers to optimal functioning and evaluates strategies to enhance it, with the goal of preventing secondary health complications commonly observed in people with multiple sclerosis.