Mary is VP of Operations at a 400-person logistics company. Her best ops lead just quit — and took an AI workflow that cut reporting from 6 hours to 45 minutes with her. Nobody wrote it down. Nobody else knows how it works. Today we talk about what to do.FULL SHOW NOTES:

When your best person leaves, you expect to lose their talent. What most leaders don't expect to lose is the AI workflow they built quietly on their own — the one that was cutting six hours of work down to forty-five minutes every week.

That's Mary's situation. And it's more common than anyone admits.

This week's question comes from Mary, VP of Operations at a 400-person logistics company. Her best ops lead just gave notice — and Mary just found out she's been using AI to cut weekly reporting from six hours down to forty-five minutes. None of it is documented. Nobody else knows how it works. She has two weeks.

In this episode:

• Why informal AI adoption is invisible until it isn't — and why that makes it dangerous
• Why this is a leadership and systems problem, not a people problem
• What Mary can do in the next two weeks — and what to build after that so it never happens the same way twice

This Week's AI Hot Tip:
Identify one person on your team who you suspect has built something with AI that nobody else knows about. Ask them one question: can you walk me through how you do that? Then write it down — even a rough paragraph, even a voice memo. That five-minute conversation is the beginning of organizational AI memory.

3 Key Takeaways:

1. Informal AI adoption is invisible until it isn't. When someone builds a workflow and never documents it, the organization doesn't own it — that person does.
2. This isn't a people problem. It's a systems problem. Build a way to capture what your team finds.
3. If you're Mary right now, you still have two weeks. Use them.

📩 Send your question: [email protected]
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Chapters:
00:00 Cold Open — Mary's Tuesday Morning
00:39 Show Intro
00:49 Listener Question: Mary, VP of Operations
01:27 Point 1: The Knowledge That Lives in One Person's Head
02:24 Point 2: Invisible by Design
03:36 Point 3: The Fix — Build the Culture, Not Just the Capture
04:51 AI Hot Tip
05:45 3 Key Takeaways
06:36 CTA

Keywords: AI knowledge management, employee quits takes AI workflow, shadow AI risk, AI documentation for teams, organizational AI memory, AI adoption risk management, informal AI use at work, AI workflow documentation, responsible AI rollout, Blair AI Rollout Framework, AI readiness for operations leaders, AI process documentation

Blairts.com

"Organizational AI memory is what separates a team that grows its capability over time from a team that starts over every time someone leaves."

— The Blair AI Rollout Podcast, Season 3 Episode 8

🎙️ blairts.com/start