AI video generation
Build the sequence before scaling the generation
Use small tests to find a workable production method before committing to a full film.
Request consultingPrototype the difficult shot
Identify the shot with the most demanding requirement: precise product geometry, a repeated character or an action that must end at a specific moment. Test that requirement early. A successful easy shot says little about whether the difficult one can be delivered.
Choose acceptance criteria before reviewing candidates. Check the subject, action, camera behavior and any details that must stay stable. Do not let an attractive frame distract from a failed requirement.
Build an edit from approved material
Place the candidate shots in sequence with temporary sound. Examine direction of movement, visual continuity and the timing of the transitions. A clip that works on its own can create a problem when placed next to another.
Change the plan when needed. A simpler shot or a filmed insert may serve the sequence better than repeated attempts at the same difficult generation. Keep the method flexible while holding the creative purpose steady.
Measure the full process
Record attempts, usable outputs and time spent selecting or repairing material. These observations are more useful than a universal promise that AI is cheaper or faster. Compare the complete workflow against the alternatives relevant to this project.
Before delivery, inspect the final encoded file as well as the timeline. Review continuity, text, product details, sound and output requirements. Keep the approved assets and settings available for revisions.