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AdBreak is an AI service that finds where a finished video can take an ad. It reads the file itself — scene changes, dark frames and fades, the ends of spoken sentences, silence, loudness and motion — and keeps only the moments where the story already pauses. Every break comes back with a time, a placement (pre-roll, mid-roll or post-roll), the kind of pause, a plain-language reason, a confidence score from 0 to 1 and the distance to the nearest speech, so an editor can accept or set aside each