AI Explored Human-First AI Adoption: Getting Your People Ready for Change
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Jan 6, 2026 In this insightful discussion, Kristin Ginn, an AI strategist at Microsoft and founder of Transform.AiShen, shares her journey into AI and the importance of human-first adoption. She explains why many AI investments fail due to readiness issues rather than technical flaws. Kristin introduces a three-layer framework for activation, highlights the different user types—champion, curious, and reluctant—and provides strategies for engaging reluctant users through clear use cases. Her insights on fostering AI habits and leadership's role in adoption are particularly enlightening.
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Plan For Behavior Change, Not Just Migration
- Do not treat generative AI like a typical forced software migration that removes old tools.
- Instead, plan for behavioral change because people can keep the old way and resist adopting new workflows.
Adoption Unlocks Competitive Productivity
- Organizations that successfully adopt AI can unlock significant productivity and competitive advantage.
- Ginn cites research showing ready firms see much higher productivity gains and individuals can save large amounts of time.
Segment Users And Tailor Your Approach
- Identify three user types: champions, curious, and reluctant, and tailor your approach to each.
- Speak to champions with visibility, guide curious with templates, and give reluctant hands-on support.