Commercial Visual Trade
Prompt to Production
The full workflow from prompt creation through refinement, cleanup, export, and final placement.
Definition
Prompt to production describes the entire workflow of making an AI image useful. It begins with concept and prompting, then moves into editing, cleanup, crop decisions, export choices, and context-specific placement.
In practice
A thumbnail prompt creates the scene, but the production pass handles facial crop, headline space, contrast, and final feed testing.
Worth knowing
This term matters because too much AI image teaching stops at the prompt. Commercial work rarely does.