An examination of how institutional lag in vocational education creates bottlenecks in the adoption of large-scale language modeling across middle-tier service sectors.
Workforce Intelligence
Data-driven analysis of labor market trends, skills demand, and employment dynamics providing actionable intelligence for workforce planners and policymakers.
Latest Briefs
Analyzing three years of Bureau of Labor Statistics data to understand whether pandemic-era job switching trends represent a permanent structural shift.
Mapping emerging occupations in clean energy, circular economy, and sustainable infrastructure to identify training and credential gaps.
Projecting labor demand in healthcare support, elder care, and childcare through 2035, and the policy investments needed to meet it.
Key Research Areas
Labor Market Analytics
Real-time analysis of job postings, wage trends, and employment data from federal and private sources.
Skills Forecasting
Forward-looking assessment of which skills will be in demand and which are becoming obsolete.
Workforce Demographics
Understanding generational shifts, diversity metrics, and participation rate trends.