What makes an AI image workflow useful for real commercial output?

I am working on an early platform around commercial image production, and I have been thinking about the difference between a good AI image and a useful AI image workflow. A single image can look strong and still be useless commercially. For a buyer or brand, the harder questions are usually: Can the style repeat? Can it handle different products, people, or scenes? Can the creator explain the workflow clearly? Can the output stay realistic without falling into obvious AI artifacts? Can the...