The board wanted AI. They wanted automation. They wanted us to move fast.
Ann was the CEO. She did what any accountable executive would do. She went and got certified — became an AI Certified Consultant so she could lead the conversation with the credibility it required.
Then she sat down to actually make the decisions.
What she found stopped her cold. Despite the certification, despite the experience, despite every instinct telling her to move forward, she did not have a clear enough picture of her own decision environment to introduce AI into it responsibly. She did not know with confidence where the judgment gaps lived, where accountability was misaligned, or where automation would amplify what was already fragile underneath.
That is not a technology problem. That is not a knowledge problem. That is a structural gap that no certification, no consultant, and no transformation program was designed to address.
She looked for what she needed. It did not exist. So she built it.