Abstract
Competency-based education (CBE) is reshaping curriculum design and delivery in higher education. However, many institutions adopt CBE models without adequately equipping faculty with the pedagogical tools necessary for effective implementation. Faculty readiness is critical to program sustainability; without systematic development, institutions risk misalignment between competencies, assessments, and instructional practices, which compromises both instructional quality and student outcomes. A scalable, evidence-informed professional development framework integrates backward design, learning analytics, and digital micro-credentials. This model aligns competencies, assessments, and instructional strategies, drawing on recent research, practical insights, and experience in developing AI-supported CBE curricula. It emphasizes instructional coherence, faculty readiness, and long-term sustainability by combining structured recognition of faculty learning with actionable data for continuous improvement. The framework provides a replicable model that institutions can adopt at both the practice and policy levels to strengthen faculty capacity and enhance responsiveness to evolving workforce demands.
