Count the work around the shoot
A studio quote is only one line in the production system. Teams also spend time coordinating samples, shipping products, preparing sets, requesting revisions, exporting channel-specific files, and maintaining consistent product content after launch.
Compare reuse, not only generation price
One controlled product source can support an MP4 rotation, a frame sequence, an interactive spin, poster frames, and selected campaign stills. Compare how many approved outputs each workflow produces without changing the product identity.
Keep accuracy in the calculation
A low-cost output that needs repeated correction is not necessarily efficient. Include review time, failed attempts, and the cost of publishing an inaccurate product representation. For complex reflective products, a more conservative workflow may be the better operational choice.
Frequently asked questions
Does AI always cost less than studio photography?
Not always. The advantage depends on product complexity, source quality, review effort, output volume, and how many channels can reuse the approved asset.
What should I measure first?
Start with cost per approved SKU asset, turnaround time, revision rate, and the number of usable outputs produced from one source set.