The most useful AI image work we’re doing does not start with “make me a sofa”.
It starts with a real photograph.
Once you have a strong source image, you can create different room settings, extend the crop, change the format for social, build seasonal versions or explore a different background.
The important word is controlled.
AI is extremely capable of quietly changing the arm, adding a seam, moving a leg or “improving” a detail that was supposed to stay exactly the same.
So the workflow matters. Keep the real product anchored. Change only what you mean to change. Check the result carefully.
Done properly, one expensive photoshoot can suddenly do far more work.