Insights
Perspectives on Workforce, Tech & AI Readiness
Practical, field-tested thinking for workforce boards, educators, and employers navigating the AI economy.
Featured · AI Literacy
What Workforce Boards Need to Know About AI Literacy
AI literacy is no longer a nice-to-have for workforce systems. It's the foundation for every program decision over the next decade.
Program Design
Designing Tech Pathways That Actually Lead to Jobs
Most tech training programs end at the certificate. The ones that move people into careers are designed differently from the start.
Frameworks
The A.I.M. Framework: A Practical Model for AI Readiness
Awareness, Integration, Mindset. Three stages that turn AI anxiety into AI capability — for staff, instructors, and learners.
Outcomes
Measuring What Matters in Workforce Programs
Completion rates and satisfaction scores don't tell you whether a program worked. Here are the metrics that do.
Equity
Why Equity and Employer Alignment Are Not in Conflict
The framing that workforce programs must choose between serving underrepresented learners and meeting employer needs is wrong — and expensive.