Aging patients are typically prescribed multi-drug regimens, but lack the tools, motivation, or cognitive clarity to track and report their adherence accurately.

Healthcare providers are left blind to whether therapies are followed, and intervene only when negative health events have already occurred.

The tension lies in the disconnect: those who most need reliable, proactive monitoring are least able to self-report, and current mechanisms catch issues too late to prevent decline.

Families and clinicians, tasked with preserving healthspan, operate in uncertainty, unable to separate ineffectiveness of treatments from poor adherence.

Existing solutions like pill boxes, reminder apps, or periodic phone check-ins are passive and suffer from low compliance, poor integration into clinical workflows, and lack of real-time verification.

Data privacy and user-friendliness further complicate widespread adoption, especially for seniors with declining digital literacy.