Clinical Documentation Mobile App for Defense Health

Defense healthcare teams must document care while supporting readiness and mission continuity across both connected facilities and lower-connectivity field settings. This project tested whether a focused, practical mobile approach could reduce documentation burden within a 90-day SBIR Phase I period.

The team delivered a compact workflow centered on encounter capture and review. A provider could start recording or select encounter content, assign a meaningful job name, upload to processing, track status in clear states, retrieve transcripts, and review generated summaries.

The mobile application was built on Flutter and Dart to maintain a single codebase for mobile delivery and preserve long-term extensibility to web and future desktop environments. That cross-platform foundation reduced duplicate implementation while still enabling a mission-focused provider workflow.

The proof-of-concept architecture remained intentionally modular. The app interacted with backend services through API endpoints for authentication, upload, status checks, transcription retrieval, and summary generation instead of embedding model-specific logic. This separation kept the client adaptable as transcription, summarization, and deployment choices evolve.

The project also modeled operational realism. Encounter metadata, workflow state, and status transitions were treated as explicit app state so providers could quickly identify whether a job was recorded, uploading, processing, or complete. This avoided ambiguity and reduced friction at the point of care.

To support future healthcare environments, the architecture included environment-specific configuration and structured output patterns for later integration work. It creates a practical path toward stronger security controls, role-based access, auditability, and standards-aware exchange.

The result is a realistic SBIR Phase I foundation: a usable mobile documentation assistant that avoids the common pitfalls of a throwaway demo while remaining focused on future enterprise-grade integration.