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AI Video Creation

How should a team decide whether to scale the pilot?

PUBLISHED ANSWER

Set thresholds for manual time, completion time, cost per item, first-pass usability, rework, brand issue rate, and distribution handoff time. Expand languages, SKUs, content structures, accounts, and teams only after the pilot meets them.

Topic
AI Video Creation
Reviewed
2026-08-26
Original context
ai video production workflow
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