Key takeaway
AI training investment translates into changed behavior only when middle managers reinforce it day to day; executive sponsorship alone does not move daily practice.
A training budget signed off by an executive rarely changes what happens in a Tuesday afternoon workflow. A manager's expectations do.
Why it matters
Employees calibrate effort to what their direct manager checks for and praises, not to what a company-wide memo announced. If a manager never references the new tools in day-to-day work, neither will their team.
What we're seeing
Cohorts where managers attended the same training as their reports, and were asked to reference it in one recurring meeting, showed measurably higher day-90 usage than cohorts where only individual contributors were trained.
Practical recommendations
Train managers and their teams together, not managers separately or not at all. Give managers one concrete prompt to check in on tool usage. Recognize managers publicly when their team's usage grows.
Key takeaway
Sponsorship opens the door. Managers decide whether anyone walks through it.
Paige Bradbury
Founder & Principal Consultant, The Bradbury Group
Instructional designer, AI consultant, and former CNN Radio correspondent helping leaders build AI-ready organizations.