Most agencies ship ad creatives as one-off Premiere exports. We ship them as numbered, hashed assets in a versioned repository, with a manifest pointing each variant to its hook style and audience segment.
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Visual Systems
Ad creatives as code: versioned visual hooks for performance media.
How treating ad creatives as a versioned, A/B-tested artifact dramatically lowered our cost-per-acquisition.
Visual Architecture Desk·6 min·Feb 15, 2026