Where AI gets product work wrong

AI writes product documents that sound finished. A confident line gets copied into a slide, and three weeks later it's a "fact".

Four errors show up again and again:

• Invented numbers: percentages and market sizes with no source.
• Invented competitor facts: a rival's "new feature" that doesn't exist.
• Goals you can't measure: "users will love it".
• Missing limits: no non-goals, so the scope keeps growing.

Worked example

The fix keeps what's true, names the source and turns the guess into a question. Now you try.

Try it