Literally no. Base layer bitcoin transactions (all the large value ones) happen on the public blockchain.

It's pseudonymous, but if you can attach an identity to one transaction, you have a good chance of tracing everything else they've done.

And even if you don't know who everyone is today, you might be able to deanonymize it at some point in the future, because all the data is public.