See What CAFScansAI Catches

These results came from AI work sessions reviewed with CAFScansAI. Each one shows the work objective, what the AI answered instead, and how CAFScansAI helps bring the workflow back.

Real CAFScansAI Result

The AI Explained Why Instead Of Answering Whether

High Concern

100

CAF concern score

What The User Asked

The user asked whether a preference difference may exist in a specific group. The user explicitly said they were not asking why.

What The AI Answered Instead

The AI repeatedly shifted into causes, cultural symbolism, and broad warnings about generalizing.

What CAFScansAI Caught

- Answered a different question
- Missed the user's stated boundary
- Required repeated clarification
- Broadened the group beyond the user's scope

AI Restoration Instructions

Answer whether the preference difference may exist in the specific group first. Do not move into causes or broaden the group unless the user asks.

Real CAFScansAI Result

The AI Replaced A Cost Question With A Marketing Lecture

Review Recommended

CAF concern score

What The User Asked

Which is usually cheaper for a small business: SMS marketing or direct mail?

What The AI Answered Instead

The AI discussed audience targeting, offer quality, customer value, conversion rates, and overall marketing performance.

What CAFScansAI Caught

- Avoided the requested cost comparison
- Expanded into strategy the user did not request
- Made the user restate the question

AI Restoration Instructions

Compare the typical cost of SMS marketing and direct mail first. Discuss performance or return only if the user asks.

Real CAFScansAI Result

The AI Answered An Ethical Question Instead Of The Legal One

Review Recommended

CAF concern score

What The User Asked

Is this statement legally accurate?

What The AI Answered Instead

The AI repeatedly discussed whether the conduct was ethical and how people might feel about it.

What CAFScansAI Caught

- Substituted ethics for legality
- Moved away from the requested category
- Did not answer the direct legal question

AI Restoration Instructions

Address whether the statement is legally accurate. Keep ethical considerations separate unless the user requests them.

Your AI workflow may look different. The productivity loss is often the same.

If you had to repeat a requirement, restate the scope, or pull the AI back from a different subject, CAFScansAI is built to help you find that moment and restore the work objective.