Let’s start with the uncomfortable truth: asking your staff to “use AI to automate themselves” is a fantasy. It sounds visionary in a town hall speech, but in practice it’s like asking the pilot to dismantle the plane while still flying it.
Your people aren’t lazy or resistant — they’re human. Their incentives, habits, and career survival instincts are wired to keep doing what works today. Even the most forward-thinking employee won’t gleefully gut the processes they’ve mastered for years, especially when those processes define their value in the org. Transformation at that scale is an existential threat. And no one volunteers to make themselves redundant.
If you’re expecting the same team that built the old workflows to burn them down, you’re betting on a paradox. Real AI transformation means reimagining the entire system — not just adding bots to broken processes. That’s why you need outside advisors who aren’t anchored to “how it’s always been done.”
External teams bring two things your staff can’t:
Fresh perspective — They aren’t tangled in the politics or sunk costs of legacy systems.
Permission to rethink — They can challenge sacred cows without risking their paycheck or reputation.
Without that objectivity, you’ll get surface-level automation at best — not structural change.
Here’s the irony: AI is delivering massive productivity gains — but for individuals, not organizations. Employees are quietly using ChatGPT, Copilot, and niche AI tools to speed up their work. The result? Personal wins, but no strategic advantage for the business.
Your company isn’t capturing the data, insights, or workflows from these tools. Worse, your competitors are — either because they’ve integrated AI into the company’s DNA or because they’re using external experts to systematize it.
If you want AI to transform your business, stop pretending your current org can dismantle itself. Bring in people whose sole job is to challenge, redesign, and rebuild. Give them the mandate to be ruthless about outcomes, not just optics.
AI transformation isn’t about “teaching everyone prompts.” It’s about re-architecting how your company operates so the benefits accrue to the business, not just the individual.
Otherwise, you’ll spend years funding your competitors’ advantage — one ChatGPT query at a time.
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