Whatever time is be saved (if?) will be taken up by the higher expectation of the worker. Imagine a manager’s monologue “now that you have AI, wouldnt’t it be easier to implement those features that we had to scrap because we were understaffed? Soon we’ll be even more understaffed and you’ll have to work harder.”

Let’s see hope my pessimism is unfounded.