Doza Assist

Doza Assist is built for documentary editors who are sick of spending weeks scrubbing through interview footage just to find the moments that actually matter. The My Style feature is the real move here — it learns your editorial voice from finished work rather than serving up generic AI slop, which is the kind of thing that makes pros actually trust the tool instead of ignoring it. Running 100% locally on Mac with no cloud uploads is non-negotiable for anyone paranoid about unreleased content leaking, and being MIT open source means you can fork it and customize it to your workflow without asking permission. A signed Mac app is shipping soon for users who want a GUI instead of the terminal, which is the smart move for wider adoption.