AI patterns

High

The Unsaid Option

The hardest AI options never get said out loud inside the company.

The lines under "How it sounds" are typical phrasing we wrote, not quotes from clients or interviews.

How it sounds

  • “Nobody's going to suggest automating their own department.”
  • “I had an idea, but it felt too far out to bring up.”
  • “We all know what should happen, and nobody wants to be the one to say it.”

What it looks like

Leadership conversations about AI stay safe: small tools, no changes to roles, structure or what the business sells. The bigger options, like redesigning a role, combining two teams, stopping a service or rethinking pricing, come up in hallway talk or not at all. The owner ends up choosing from a shorter list of options than the business has.

Why it happens

Normal human reasons. People inside weigh how an idea could affect their own job, their peers' jobs and how they'll be seen for raising it. Their position makes some things hard to say, and that's a fact about the position, not a flaw in the person. Westrum's work on how information flows in organizations and Lencioni's work on fear of conflict both point to the same place.

What it costs

  • In interviews with 40 employees, 85% (34 of 40) said that at least once they "had felt unable to raise an issue or concern to their bosses even though they felt the issue was important." The most common reason was "the fear of being viewed or labeled negatively" (Milliken, Morrison and Hewlin, Journal of Management Studies, 2003). It's a small qualitative study, so the sample size goes next to the number.
  • In a 2013 Stanford and The Miles Group survey of more than 200 CEOs, directors and senior executives, 65.7% of CEOs said they don't receive coaching or leadership advice from outside consultants or coaches. Those are mostly larger companies than ours.
  • The cost of an option nobody raised can't be measured, so this one is our reasoning.

First move

Ask each member of the leadership team to write down, without their name, one AI option they think is worth discussing and expect nobody else to raise. Read the list together with no names and no judgment, and pick one to look at properly.

The fifteen patterns, with what each one costs and a first move, are in The AI anti-pattern field guide.

Related AI patterns

An AI strategy decides who owns the work, which tools stay, and what changes first.

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