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PiktID CEO details building AI fashion catalog imagery where the garment is a hard constraint, not a prompt. The pipeline splits into five testable stages, prioritizing consistency across poses over single-image quality. A programmable API with batch jobs matters more than clever features for real catalog operations.
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