If you look at recent trends in consumer spending, a lot more of it is from the upper classes and less from the middle. Selling services to the rich can displace the loss of white collar workers. (in theory). as a bonus, ideally you create some more really wealthy people to spend on things during this shift.

I'm yet to see what part of AI really wealthy people would like to spend their money on. It's not like we can get AI Yachts and AI Rockets. What would the premium product for the upper class be?