AI Product Placement Into Existing Photos: What Actually Works

If you shoot product or commercial work, this is the AI use case worth your time — not generation, but integration: taking a hero shot you already have and adding a product that wasn't there on the day. Done well, it saves a reshoot; done badly, it costs you a client. The real question isn't whether AI can do it, but which tools hold up when the art director zooms in.