• Author
    Meghan Miller
  • Discovery PI

    Dr. Justine Lee

  • Project Co-Author

  • Abstract Title

    Transcend: Building Digital Infrastructure for Equitable Gender-Affirming Care

  • Discovery AOC Petal or Dual Degree Program

    Innovations & Entrepreneurship

  • Abstract

    Background: Gender-affirming care represents one of the fastest-growing sectors in healthcare, projected to exceed $9 billion globally within 10 years, yet remains structurally fragmented, inaccessible, and often unsafe for patients. Individuals must independently navigate disjointed systems across surgery, hormone therapy, mental health, and primary care, relying on outdated directories and informal word-of-mouth referrals. This lack of centralized infrastructure results in delays, misinformation, and inequitable access.

     

    Objectives: To design and implement a scalable, end-to-end digital platform that centralizes gender-affirming care, improves navigation across complex care pathways, and reduces structural barriers through technology-driven coordination, transparency, and personalization.

     

    Design: Transcend is a full-stack digital health platform designed to function as the first unified infrastructure for gender-affirming care. Developed in collaboration with a high-volume FGAS clinic at UCLA, the platform integrates multiple core systems: a verified provider network with credentialed profiles, patient-informed ratings, and specialty-specific search across more than 12 domains; a centralized care navigation system that replaces fragmented pathways with a structured, stepwise roadmap; and an AI-driven guidance engine that delivers personalized education and decision support. A key innovation is the integrated smart scheduling and calendar system, which consolidates appointments across providers into a single longitudinal interface, enabling patients to visualize their entire care journey and reduce missed visits. Additional features include insurance transparency tools, transition-stage–specific education, and a curated recovery ecosystem aligned with surgical timelines. The platform is currently being piloted through testing with a UCLA-based cohort of 32 individuals seeking gender-affirming care.

     

    Impact/Effectiveness: Participants engaged with Transcend and completed a comprehensive survey evaluating usability, care navigation, and perceived impact. Baseline data demonstrated profound unmet need: 50% reported difficulty finding reliable information, 62.5% reported feeling overwhelmed coordinating care, and over 80% expressed concern about identifying safe and affirming providers . Following platform exposure, 68.8% of participants agreed that a centralized transition-planning tool would be helpful, 87.5% found the platform clear and understandable, and over 81.3% reported it would allow them to better understand their options. Critically, 93.8% reported feeling either more informed or hopeful after using the platform, and 81.3% indicated they would use Transcend if available today.

     

    Lessons Learned: These findings underscore that the primary barrier in gender-affirming care is not solely access, but the absence of infrastructure to support navigation, organization, and trust. Patients consistently described feeling overwhelmed, isolated, and forced to rely on informal networks for critical medical decisions. Community-informed features such as verified providers, real patient reviews, and longitudinal planning tools were essential to perceived safety and usability. Iterative, patient-centered design was critical to building a platform that is both technologically robust and meaningfully responsive to lived experience.

     

    Summary: Transcend represents a paradigm shift from fragmented, patient-burdened navigation to a coordinated, technology-enabled model of care. By integrating provider discovery, AI-guided planning, and longitudinal scheduling into a single platform, it establishes the digital infrastructure necessary for equitable access to gender-affirming care. Pilot data demonstrate both urgent need and strong user demand, positioning Transcend as a scalable solution with the potential to redefine how complex, multidisciplinary care is delivered and to serve as a model for advancing health equity through digital innovation.