Minimal illustration showing a confidence score bar split into auto apply, review, and hold zones to explain how metadata automation uses thresholds based on risk level with human-in-the-loop metadata review.

Metadata Automation Governance: Confidence Thresholds, Human Review Queues, And Audit Trails

Metadata automation can make a media library feel instantly smarter, until one wrong tag sends a producer to the wrong clip, a brand gets flagged incorrectly, or search results stop feeling reliable. That is why governance matters. When you treat AI-generated metadata like a controlled system, with thresholds, review queues, and audit trails, you get …

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