I m building CaptionQA, and one of the hardest parts has been avoiding false alarms.

A caption can differ from the script and still correctly match what was said. Flagging it as a mistake just sends someone back to the timeline for no reason.

That s shaped how I m building the product: show the timestamp, the caption, and the comparison, then let the person reviewing the video make the call.

I m curious how you handle this today. Do you watch the full export, spot-check a few moments, or mostly trust the captions from your editor?