Research

Education Approaches

Workforce AI literacy programs, training frameworks, and change management approaches that determine whether AI tools actually get used.

5 documents

The AI Training Budget You Already Have: How to Redirect $50K-$150K in Existing L&D Spend Without Asking for New Money

Mid-market companies spend more on training than they think — and less productively than they should.

Corporate AI Education: Training Programs, What Works, What Fails

The major technology companies are taking different but converging approaches to internal AI skills development.

MIT CISR at Johnson & Johnson: What a 130,000-Person Skills Enablement Program Looks Like

> ⚠️ TEMPORAL NOTE: Primary evidence in this file predates current model capabilities. The underlying MIT CISR Working Paper No.

The Non-Technical AI Owner: A 90-Day Development Path for the Business Leader Who Must Direct an AI Program Without Becoming a Technologist

Deloitte's CTO Bill Briggs quantified the problem in December 2025: companies allocate 93% of AI budgets to technology and only 7% to the people expected to use it (Deloitte Tech Trends 2026).

AI Workforce Upskilling Beyond Engineering: The $400 Billion Training Gap Nobody Is Closing

The most striking pattern in enterprise AI adoption is the growing gap between tool spending and people investment.