Did AI shorten production or add review?
Publishing sped up and each published asset cost less. A smaller share of the work passed approval and revision rounds rose, so improve the brief, constraints or review handoff before adding more generation.
Oximy connects AI activity to approved assets, published campaigns and their results, with production and review costs retained.
Use the released version to connect activity and cost to the campaign.
Separate the production decision from the campaign decision.
Publishing sped up and each published asset cost less. A smaller share of the work passed approval and revision rounds rose, so improve the brief, constraints or review handoff before adding more generation.
Fourteen AI variants produced five approved assets and four that ran in the campaign. Count the published asset, because the other ten never reached a customer.
AI-made assets cost a hundred and thirteen dollars less to launch and clicked slightly better, but they converted lower on the landing page. Do not label a human-made or AI-assisted asset the winner from production cost alone.
Each workflow leaves the review with one action and the reading it rests on. Expand where the cost per launched asset fell furthest, and fix the review that revision rounds are piling into.