Through user interviews and surveys with the app’s users, we uncovered that each person brought their own context to interpreting the data, shaped by how well they knew their loved one’s routines. The data needed to stay open to interpretation, while offering more clarity at a glance.

These insights informed the design of a simplified dashboard view, highlighting the information users found most important. The result is a streamlined experience that delivers the right level of insight without demanding too much mental effort from the user.