Image-to-Video QA Checklist: 12 Checks Before Publishing
Image-to-video clips can look fine at first glance but fail in detail. This checklist improves release confidence.

Visual stability pass
Run a second-by-second pass for flicker, warping, and sudden motion artifacts.
Identity and brand consistency
Hair, outfit, and logo placement are the first elements to drift in multi-shot outputs.
Audio-subtitle rhythm
Timing between subtitle reveals, voice pacing, and cuts strongly affects retention.
Use a standardized review checklist to catch flicker, identity drift, and pacing issues before release.
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