Mark Cameron

Trap two

The Pilot Trap

A pilot proves possibility. It does not create capability.

Definition

The Pilot Trap occurs when AI experiments are celebrated but never connected to the systems, decisions and incentives that make value repeatable.

Mark Cameron on stage addressing a leadership audience at The CEO Institute

The argument

Why pilots stall

They sit outside normal work, depend on a champion and measure novelty rather than learning.

Cross the boundary

Design each experiment with an owner, a decision it will change and a path into everyday practice.

The model

Scale the learning before scaling the technology.

Metaphor / example

A demonstration succeeds in a sandbox while procurement, risk, data and job design remain untouched.

Leadership implication

Give every pilot a learning question, operational owner and explicit adoption path.

Common misunderstanding

The answer is not fewer experiments. It is experiments designed to alter the operating system.

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Questions people ask

What is The Pilot Trap?+

The Pilot Trap occurs when AI experiments are celebrated but never connected to the systems, decisions and incentives that make value repeatable.

What does The Pilot Trap change for leaders?+

It turns The Pilot Trap from an abstract idea into a practical question about decisions, behaviour and the learning conditions around the work.

Sources

Mark Cameron — AI profile ↗Research library →

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