DozaVisuals

DozaVisuals / doza-assist

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Local-first AI-powered interview transcription and editing tool for documentary filmmakers

ai documentary fcpxml filmmaker final-cut-pro
11
3
100% credibility
Found Apr 11, 2026 at 11 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
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AI Summary

Doza Assist is a local macOS application that transcribes interview videos, uses AI to identify key clips and story structures, and exports organized timelines directly to Final Cut Pro.

How It Works

1
📥 Discover Doza Assist

You find this helpful app for turning long interviews into quick clips while browsing tools for video editors.

2
🚀 Download and launch

Grab the ready-to-use app for your Mac, drag it to your apps folder, and open it—it sets itself up automatically the first time.

3
📹 Drop in your video

Drag your interview footage right into the app, name your project, and pick who the speakers are.

4
🎤 Transcribe the talk

Hit transcribe and relax while it listens to every word, adding timestamps and speaker names.

5
✨ AI spots the gold

The smart helper scans for the best soundbites, story moments, and even suggests full narratives from your footage.

6
🎨 Highlight and organize

Click and drag to mark your favorite parts with colors, add them to a clip library, or chat with the AI for more ideas.

7
💾 Export to editor

One click sends your selected clips as a ready timeline to Final Cut Pro, complete with notes.

🎉 Edit like a pro

Your hours of footage are now organized selects, saving you days of searching—time to make your film shine!

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AI-Generated Review

What is doza-assist?

Doza Assist is a local-first GitHub tool for documentary filmmakers that transcribes interview footage entirely on your Mac, using AI-powered transcription like Parakeet or Whisper. Drop in MP4s or audio, get word-level synced transcripts, highlight clips with color labels, and use local AI to surface story beats, soundbites, and social clips. Export pre-cut timelines straight to Final Cut Pro via FCPXML, with client sharing over temporary tunnels—all in a HTML-based web app bundled as a macOS .dmg.

Why is it gaining traction?

It solves the privacy nightmare of cloud transcription services by keeping sensitive client footage local, with fast Apple Silicon-native processing and free Ollama AI for analysis. Unlike generic tools, it tailors outputs for editing workflows: AI chat queries transcripts for themes, story builder assembles narrative arcs, and one-click FCPX exports land clips in timeline order. No subscriptions, no uploads—pure utility for interview-heavy projects.

Who should use this?

Documentary filmmakers combing hours of raw interviews for selects. Video editors handling corporate testimonials, podcasts, or news clips who need quick transcription and organization. Mac-based creators prioritizing local-first privacy over cloud speed.

Verdict

Solid niche pick for FCPX users despite 11 stars and 1.0% credibility score—it's early but battle-tested by a filmmaker, with excellent docs and auto-setup scripts. Setup takes minutes, though pulling AI models adds time; try the dev install if the app bundle gatekeeps.

(198 words)

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