S1 E1 - The Friction Tax - Why your team isn't using AI episode artwork

EPISODE · May 23, 2026 · 24 MIN

S1 E1 - The Friction Tax - Why your team isn't using AI

from The Unseen Operating Model© Podcast · host Liz Henderson - The Data Queen

The barrier to AI adoption is rarely the technology. It is the weight of uncertainty your people carry every time they hear the word.When a senior leader tells me their AI programme has stalled, I ask one question: what did you tell your team it was for?Nine times out of ten, the answer involves some variation of “efficiency,” “transformation,” or “staying competitive.” All true. All useless. Because what the team heard was simpler and far more alarming: your job is at risk.That gap—between what leadership intends and what employees understand—is what I call the Friction Tax. It is the invisible cost your organisation pays every day that your people keep AI at arm’s length. It compounds. It compounds fast.“The Friction Tax is not a technology problem. It is a narrative problem—and narratives can be changed.”The real enemy in the roomMost AI change programmes make the same error: they position AI as the new arrival that everyone must adapt to. But in every organisation I’ve worked with, there is already an enemy in the room. It has been there for years. It is the sprawl of manual processes, the spreadsheets no one fully trusts, the workarounds that exist because no one ever fixed the underlying problem.That is Your Unseen Operating Model—the invisible infrastructure of friction that your people have been quietly absorbing on behalf of the business. When you name it, and when you show that AI’s job is to dismantle it rather than replace them, the conversation shifts entirely.Your people stop seeing AI as a threat. They start seeing it as an exit ramp from the work they have always resented doing.

Episode metadata supplied by the publisher feed · Published May 23, 2026

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