Building Your AI Toolkit: Automate Raw Footage Summarization for YouTube

For independent editors, AI automation is no longer a luxury—it’s a competitive necessity. Tools like Descript and Adobe Premiere Pro’s AI features can transform hours of raw footage into a structured edit in minutes. This post compares key workflows to help you build your AI toolkit.

Adobe Premiere Pro: The Integrated Powerhouse

Premiere’s greatest strength is seamless integration. AI tasks like transcription and clip selection happen directly within your timeline, eliminating tedious export/import cycles. This is perfect for projects already in your Premiere workflow.

Actionable Checklist for Premiere Pro:

1. Generate a full transcript via Text-Based Editing on your raw sequence.
2. Run AI speaker detection for multi-person content.
3. Use the transcript to find and “remove” silent or repetitive sections first.
4. Finally, apply the “Highlight Detection” feature for AI-powered clip suggestions.

Descript: The Transcript-First Editor

Descript operates from a different angle: it’s a text-based editor where editing the transcript edits the video. Its AI is exceptional for dialogue-heavy content like interview vlogs and podcasts.

Actionable Checklist for Descript:

1. Upload footage for automatic, high-accuracy transcription.
2. Use “Studio Sound” to instantly clean up audio.
3. Leverage “AI Speakers” to label and differentiate voices.
4. Quickly find and remove filler words (“ums,” “ahs”) with a single click.
5. Use the condensed transcript to identify and extract key moments.

Example Workflow: A 2-Hour Tutorial Vlog

Imagine a complex project: a two-hour raw tutorial with a presenter and B-roll. In Premiere, you’d transcribe the footage, remove long pauses via the text timeline, then use AI highlights to find key teaching moments. In Descript, you’d clean the audio, remove verbal filler, and use the polished transcript as your editing blueprint before finishing in your primary NLE. Both paths dramatically accelerate the initial assembly.

The best tool depends on your project and primary software. For deep integration, Premiere is unmatched. For rapid transcription and dialogue cleanup, Descript excels. Mastering both expands your capacity and value.

For a comprehensive guide with detailed workflows, templates, and additional strategies, see my e-book: AI for Independent Video Editors (for YouTube Creators): How to Automate Raw Footage Summarization and Clip Selection for Highlights.