Most AI transcription tools stop at the same place: they turn a video into a block of text.

That is useful, but it is also only half the workflow.

If you are learning from a long lecture, reviewing a technical talk, researching a product demo, or turning a meeting recording into reusable knowledge, a raw transcript still leaves you with a few annoying jobs:

finding the parts that matter

checking whether an AI summary is grounded in the source