Your company measures the time AI saves. Nobody measures what it costs when it's wrong. When it's wrong, the exposure lands on whoever touched the file last. This site gives that person the evidence: 24 documented failure modes, the control that catches each one, and the arithmetic to price the work.
ONE NUMBER GETS A DASHBOARD. THE OTHER GETS A SCAPEGOAT.
Tracked from day one. Reported upward. Justifies the license renewal.
No dashboard. No line item. It surfaces as your mistake, in your review, with your name on it.
The gap between those two numbers is the entire subject of this site.
AUTHORITY GOES UP. ACCOUNTABILITY GOES DOWN.
| Role | Decides | When the AI is wrong |
|---|---|---|
| The vendor | What the model does | Points at the terms of service |
| The executive | That the tool gets bought | Points at adoption metrics |
| You — last to touch the file | Almost nothing | Absorbs it. Direct, personal, by name. |
That asymmetry is not a complaint. It is a pricing opportunity for the person who can prove what catching the failures is worth.
DOCUMENTED. RECURRING. EACH WITH THE CONTROL THAT CATCHES IT.
Some failures are loud, like a fabricated citation. The expensive ones are quiet, like the word "not" vanishing from a policy summary. Every mode is documented with the mechanism, where it shows up at work, the modeled exposure, and the check that catches it before it carries your name.
EXPLORE ALL 24 CASE FILES →THE JUDGMENT MULTIPLE · YOUR NUMBER FOR THE CONVERSATION THAT MATTERS
A multiple of 155x means every dollar spent on your verification prevents a modeled $155 of exposure. That is a sentence a manager can act on: "here is what my judgment is worth, with the assumptions shown."
A PLAN YOU RUN AT WORK. NO PERMISSION REQUIRED.
Your role's actual AI error rate, measured, not guessed.
One check, run weekly, with evidence it catches real failures.
Exposure over cost, computed from your own numbers.
The case for your role, in the only language budgets speak.
THE FULL TAXONOMY, THE CONTROLS, AND THE PLAN · 206 PAGES · INSTANT DOWNLOAD
The AI "Keep Your Career" Bible: all 24 failure modes, the six controls, and the 90-day proof plan. Updated editions ship to every buyer at no extra charge as the demonstration completes.
GET THE BOOK · $29One email when something worth your time exists: a new control template, an updated edition, a tool you can use at work that week. Nothing else.
