a hybrid setup like this is a common approach so the idea makes sense. i'd want to know what happens when a heal is wrong, like clicking cancel instead of submit. do you verify outcomes such as a record actually being created, or does it stop at the click? for anything irreversible I'd skip auto healing completely, since confidence scores can be off and make a weak gate there
Deniafe