Separate exploration from finishing
Use low-cost drafts to choose story and composition. Move only approved directions into high-resolution generation, stock search and final editing.
Create an asset ledger
Track source, asset ID, generation settings, license, edits and approval status. The ledger reduces confusion when AI and licensed media appear in one timeline.
Build approval gates
Approve brief, storyboard, motion, sound and rights in dependency order. Link to the tutorial for execution, pricing for purchase decisions and alternatives for a neutral platform comparison.
Use human judgment
Review identity, representation, factual context, copyright, trademarks and disclosure needs before publishing.