Navigators and providers were coordinating care cases across phone, email, and fax — with no shared record and no path to AI. I designed the system that replaced it: a two-sided coordination protocol built agent-native from day one.

Redesigning search and filtering for an AI-era product — where the goal is surfacing the right result, not asking users to specify every constraint. Case study in progress.