White Paper — CliniTrace

Abstract

CliniTrace is a doctor-led AI-assisted visual monitoring platform designed to improve consistency, documentation quality, and longitudinal tracking in remote and in-person care workflows.

The consistency gap

Visual assessments are clinically important but inconsistently captured and documented. Variation in lighting, distance, and angle reduces usability and increases risk.

Approach

CliniTrace prioritizes: - quality-gated acquisition - structured clinical outputs - longitudinal change detection - human-in-the-loop review

Safety boundaries

CliniTrace is positioned as: - documentation + monitoring augmentation - not diagnostic decision-making

Implementation

• web/mobile capture
• CV overlays and trend scoring
• audit logging and access controls
• privacy-by-design storage and retention

Evaluation

Pilot metrics: - retake rate - time-to-note completion - escalation latency - clinician confidence and usability scoring