Primary research included in-depth user interviews, surveys measuring experience and preferences, and usability testing on existing insurance apps. Secondary research covered market analysis of competitor platforms, insurance technology industry reports, and academic papers on UX in financial services. Three distinct user personas emerged - a software engineer who found the jargon impenetrable, a nurse dealing with fragmented medical-insurance handoffs, and a small business owner locked out of expert guidance. Each represented a real, recurring failure mode in the existing experience.