Test learners' ability to evaluate the validity, reliability, and equity of competency-based assessment frameworks in corporate professional development programs. Scope includes definitions and standards of validity and reliability, psychometric and programmatic evidence, bias and accessibility concerns, data collection and analysis methods, stakeholder perspectives, legal/ethical implications, and actionable mitigation strategies through case-based critique.