Briefing #6: The Hidden Wisdom of the AI Resister
The most valuable insights come from those who question it most.
Note: This briefing was originally published on LinkedIn on August 29, 2025. It has been migrated to our new home on Substack to create a complete archive. Multi-format features like video and audio commentary are available for all new briefings published from April 2026 onwards.
There’s a story leaders tell themselves about AI adoption. It’s a story of smooth, top-down implementation, where a brilliant strategy is met with enthusiastic applause.
The reality on the ground is rarely so simple. In fact, for many, it’s the complete opposite.
Recent data paints a jarring picture of internal friction. An astonishing 42% of executives confess that the process of adopting generative AI is “tearing companies apart.” This isn’t just executive anxiety; it’s manifesting in active resistance, with a shocking 31% of employees admitting to intentionally sabotaging their company’s AI efforts.
The most common target for a leader’s frustration? The skeptic.
It’s often the experienced, tenured employee — the one who knows your processes inside and out — who puts up the most resistance. They poke holes, ask difficult questions, and refuse to get with the program.
The common wisdom is to find a way to silence, persuade, or work around them.
The correct strategy is to find a way to listen to them.
Your Skeptics Are Your Strategy
The resistance you’re facing is likely not about the technology. It’s about the process. When an experienced employee pushes back, they aren’t rejecting AI; they are often rejecting a change process that feels imposed, uninformed, or disconnected from the reality of their work.
This is where we mistake critical thinking for cynicism. These skeptics aren’t blockers; they are your organization’s untapped immune system, actively identifying the weak points in your AI strategy before they can cause real damage. They see the flawed data sets, the broken workflows, and the operational dead ends that a top-down plan, however well-intentioned, inevitably misses.
This taps into a powerful concept from organizational psychology known as “procedural justice.” Decades of research show that for change to be accepted, the process must be perceived as fair. When employees feel they have a voice and that their expertise is valued, their resistance transforms into engagement.
Your biggest skeptics aren’t your biggest problem. They are your most valuable consultants.
Convert Through Involvement, Not Persuasion
The goal is not to win an argument with your skeptics. The goal is to change the game. Instead of trying to persuade them of your vision, involve them in building a better one.
Look at the recent case study of Workday in Fortune. They faced the same challenge and achieved a remarkable 79% employee adoption rate for AI. How? Not through memos and mandates, but through systematic, deep involvement. They launched a company-wide education challenge and, most critically, created an “AI Ambassador” program, formally empowering employees to become peer leaders in the transformation.
They didn’t just ask for buy-in; they gave employees a stake in the outcome.
Here is a simple heuristic to turn your most ardent skeptics into your most effective champions:
Reframe Their Role: Publicly and privately, reframe their skepticism as “due diligence.” Thank them for stress-testing the plan. Ask them not to approve the plan, but to help you make it stronger.
Give Them a Job: Don’t just invite them to a meeting. Formally ask them to lead a “Red Team” to find every potential failure point in the AI initiative before it launches. Task them with identifying the one process that, if automated incorrectly, would cause the most damage.
Co-Create the Solution: Bring them into the inner circle. Give them access to the vendor, the developers, and the project managers. When they identify a valid problem, empower them to be part of designing the solution.
When you stop selling your skeptics on your answer and start engaging them on their questions, a funny thing happens. The questions get better. The answers get smarter. And the resistance you were so worried about quietly becomes the very ownership you need to succeed.