That's the real answer -- take his cards away. But it's just not time yet. I wonder if there's a card that can't be used online? Hey, dad, your new credit card came in.
I've already learned that one of the realities of being the dementia victim's business manager is that you have to lie to them convincingly. It's for their own good, but it feels wrong anyway.