Objective: This study employed Power BI software to construct an emergency medicinecompetency-based medical education (CBME) dashboard, integrating milestone and entrustable professional activities (EPAs) data to address data complexity and feedback difficulties, while enhancing Clinical Competency Committee (CCC) data application and decision-making efficiency. Materials and Methods: This study was conducted in the emergency department of the study hospital. Assessment data derived from both a milestone observation tool and EPAs, provided by clinical tutors, were systematically collected. A survey was also administered to 34 external emergency medicine educators to evaluate system satisfaction and the influence of individual variables on such satisfaction. Results: The mean score of the questionnaire was 39.06 out of 45. Educators holding master’s or doctoral degrees, with more than 11 years of experience, and those in managerial positions reported significantly higher satisfaction with the system. The system was highly valued for its capacity to assist in identifying unmet standards, monitoring training progress, and enhancing the efficiency of the CCC. Conclusion: The visualization dashboard received strong recognition from clinical educators and demonstrates potential for application in emergency medicine education. It may further be expanded to support other medical specialties and facilitate the digital transformation of medical education.