AI Adoption: From “No Thanks” to Power Users

Feb 18, 2026

Molly Rupert-Sullivan, an AI and data change leader at GuideHouse who builds adoption strategies, guides a lively conversation on helping three user groups: skeptics, opt-outers, and power users. Short takes cover mapping adoption segments, when to let people opt out, and how to equip champions with the right tools, access, and visibility to scale internal wins.

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INSIGHT

AI Adoption Exists On A Spectrum

AI adoption sits on a spectrum with people at very different stages of understanding and willingness to engage.
Enablement must meet people where they are rather than treating everyone the same.

ADVICE

Address 'No Thanks' With A Clear Path

Acknowledge opt-outs but warn they may cause future performance gaps as AI raises the floor of productivity.
Encourage early, low-friction adoption so individuals and teams don't fall behind.

INSIGHT

Balance Abstention With Organizational Risk

Organizations should avoid tracking individual AI use while still offering ways to abstain.
Policy design must balance personal choice with organizational performance risks.

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AI enablement is a change problem, not a tech problem. In this episode, Molly Rupert-Sullivan breaks down how to support three groups at once: people who do not get AI yet, people who want to opt out, and champions who want more. You will hear practical ways to set expectations, avoid over‑teaching “all AI”, and build momentum by giving champions the right access, platforms, and repeatable wins that can scale across an organisation.

👉️ Full Show Notes
https://www.microsoftinnovationpodcast.com/801

🎙️ What you’ll learn

Map AI adoption into segments and tailor support levels to each group.
Respond to “no thanks” with clear expectations and a path to re-engage.
Build champions by focusing on domain expertise, not technical depth.
Scale internal wins by giving champions access to enterprise tools and visibility.
Decide when to use personal AI tools versus enterprise copilots for data separation.

🔴Highlights

“My entire role is about AI enablement.”
“There’s such a spectrum of where people are.”
“I think that there will be a place for some people to opt out.”
“It will become very difficult for people not to use it because they will fall behind.”
“We don’t all need to be AI experts.”
“You’re already an expert in whatever your domain is.”
“Access is, a big one.”
“Showcasing those wins and successes, giving them platforms.”
“I use Pi on my phone a lot.”
“I don’t want answers tied to my corporate data.”

🧰 Mentioned

Pi - https://pi.ai/
ChatGPT: https://chatgpt.com/
Change management: https://en.wikipedia.org/wiki/Change_management
MVP Summit:https://mvp.microsoft.com/en-US/Summit [mvp.microsoft.com]
Microsoft MVP YouTube Series - How to Become a Microsoft MVP - https://www.youtube.com/playlist?list=PLzf0yupPbVkqdRJDPVE4PtTlm6quDhiu7

✅Keywords
ai enablement, ai adoption, change management, champions, resistance, opt out, productivity, enterprise access, copilot, chatgpt, professional services, agents

Microsoft 365 Copilot Adoption is a Microsoft Press book for leaders and consultants. It shows how to identify high-value use cases, set guardrails, enable champions, and measure impact, so Copilot sticks. Practical frameworks, checklists, and metrics you can use this month. Get the book: https://bit.ly/CopilotAdoption

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Thanks for listening 🚀 - Mark Smith