People Managing People: Does the 70-20-10 Rule for AI Transformation Translate Across Org Sizes?
January 23, 2026
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Most organizations are approaching AI transformation as a training problem. But as a recent People Managing People article explains through the 70-20-10 rule, real adoption doesn’t come from workshops alone. Roughly 70% of learning happens through hands-on experience, 20% through coaching and collaboration, and just 10% through formal instruction. In other words, you can’t “PowerPoint” your way into meaningful AI integration.
As Whitney Munro, our Founder and CEO, notes: “AI implementation isn’t about teaching people what a tool can do. It’s about changing how they think about their work. The organizations that succeed won’t be the ones with the most licenses — they’ll be the ones who create space for experimentation, accountability, and real workflow change.” If you’re leading an organization through AI adoption, this article is worth your time.
Read the full piece here: https://peoplemanagingpeople.com/hr-strategy/the-70-20-10-rule-ai-transformation/
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