This is somewhat similar to a previous question, but not the same.
Our system is evolving and learning based on data and is designed to suggest some course of action for end users.
Initially, we will need more and more user intervention to validate the suggestions, so that users need to do a detailed scrutiny of system suggestions
After maturity, the suggestions system will come up with will be near perfect and the users can accept the suggestions without detailed scrutiny.
I am confused to design for the early stages where the detailed scrutiny screens take more importance vs the later flow, where the detailed scrutiny screens, albeit essential, will take a secondary stage.
One thought is to design in a phased manner where we update the screens once the system matures, but then there will be a learning curve for the same set users, twice.
Thanks in advance.