As a newbie to AI and ML, what puzzles me most is that what is really to ultimately it to work is a very well optimized and trained model - but once you have th

As a newbie to AI and ML, what puzzles me most is that what is really to ultimately it to work is a very well optimized and trained model - but once you have that model, who do you need? Am I wrong in this understanding?