A documentary editor we spoke to last year spends six to ten hours a week scrubbing through footage to find moments she already knows exist.
She has watched most of it once. She cannot remember timestamps. She scrubs to the rough third of a clip where a subject seemed agitated, plays from there, rewinds, tries again.
This is not unusual. It is the default workflow for anyone who works with recorded media and has more footage than they can hold in active memory. Which is everyone.
The problem is not a lack of tools. There are transcription tools. Annotation tools. Summary tools. None of them make the archive searchable the way a text document is searchable.
When you open a 15,000-word transcript and press Cmd+F, you find every instance of a word in under a second. The entire document is equally accessible. No part is harder to retrieve than any other.
That is what Ugle does for recorded media. Once indexed, a recording becomes as findable as a text file. Type what you are looking for. 30 milliseconds.
The editor we mentioned still uses a timeline. She does not have to scrub it anymore.
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