Where traditional production is strongest
A physical studio is useful when the product needs exact lighting, complex surfaces, human models, or highly controlled campaign art direction. It remains the right tool for many hero campaigns.
Where AI-assisted production helps
AI-assisted generation is useful when a team needs repeatable rotation content across many SKUs and channels. It can reduce scheduling overhead, but it still needs a clear input brief and human quality review.
Compare the full workflow
Include planning, shipping, studio time, retouching, revisions, exports, and reuse in the comparison. The most useful metric is cost per approved product asset, not cost per generation alone.
Frequently asked questions
Should AI replace every product shoot?
No. Use it where repeatable product rotation content is valuable and keep traditional production for work that requires exact physical control or campaign art direction.