proprietary hardware such as smart rings alongside third-party wearables and health applications. A native mobile application functions as a user-controlled data bridge, giving individuals fine-grained consent controls over how their data is shared with clinicians and partners. A cloud-based marketplace allows organizations to license system modules, work with anonymized datasets, and deploy clinical AI models. BiotrackOS serves clinical providers, enterprise wellness programs, and research teams that require structured, longitudinal health data to support monitoring, behavioral interventions, and predictive analytics.