Current business and educational environments are mandating the identification, building, and assessment of specific critical competencies for the workforce. However, traditional approaches to competency analysis are often slow, expensive, and backward looking. This article presents several new computer-aided approaches to competency analysis and provides examples of their use, including a detailed case study analyzing curricula and skills for professionals who provide benefits and work incentives planning and assistance to persons with disabilities. (Contains 6 figures.)