That's a recipe for disaster in my experience. I tried it (with Claude) on a simple tabular bank statement PDF, and it transposed two amounts, placinh each against the other's description. And the bot assured me the result was cotrect. The chance of a human checker catching such corruption is low.

Interesting. Did that PDF have a text layer or did you ask Claude to OCR it? If the latter I'm not surprised at all.