The Video Editor's AI Stack

The AI toolkit for video editors — what to use for each part of the job, in the order the work actually flows.

This workflow delivers a polished, professional video from raw footage using a carefully sequenced AI stack. By combining tools that specialize in different stages—transcript-based editing, viral clip extraction, generative visuals, upscaling, final polish, graphic creation, multicam automation, and voice synthesis—you get a streamlined pipeline that saves hours compared to manual editing. Each tool is chosen for its specific strength at that step, and the output of one feeds naturally into the next. This workflow is ideal for video editors, content creators, and podcasters who want to produce high-quality videos efficiently without sacrificing creative control.

The workflow, step by step

1
Edit via transcript
Descript
Descript allows you to edit video by editing the transcript, making it incredibly fast to remove filler words, rearrange clips, and polish dialogue. It's the best for turning raw footage into a clean first cut because it saves time compared to traditional timeline editing.
Hand-off → The edited transcript-driven timeline serves as a clean first cut of your video.
2
Extract viral shorts
OpusClip
OpusClip automatically identifies the best moments from long videos and creates short clips optimized for social media, saving hours of manual cutting. It uses AI to find highlights and add captions automatically.
Hand-off → A batch of short, shareable clips ready for social platforms.
3
Generate and enhance visuals
Runway
Runway lets you generate new video clips, remove backgrounds, and apply effects with Gen-4.5 and world models. It's ideal for adding AI-generated scenes or fixing missing footage with real-time character control.
Hand-off → Polished video assets with AI-enhanced or generated visuals.
4
Upscale and sharpen video
Topaz Labs
Topaz Labs uses AI to upscale low-resolution footage and reduce noise without quality loss, essential for improving archive or webcam video. It produces professional-grade enhancement that's hard to match with free tools.
Hand-off → High-resolution, clean video files ready for final editing.
5
Polish and add effects
CapCut
CapCut offers intuitive timeline editing, auto-captions, and AI effects for final touches. It's free and integrates well with the previous assets, making it great for adding transitions and filters without breaking the bank.
Hand-off → A fully edited video with effects and captions applied.
6
Create custom graphics
Adobe Firefly
Firefly generates AI images that are commercially safe and can be directly used in video projects via Photoshop integration. It's the best for creating unique thumbnails, overlays, and title cards that match your style.
Hand-off → Custom graphics assets ready to composite into the video.
7
Edit multicamera podcast
AutoPod
AutoPod automates the editing of multi-camera footage by switching between speakers based on audio detection, ideal for podcasters. It dramatically reduces manual multicam editing time by applying smart cuts automatically.
Hand-off → A synchronized multicam edit with automatic camera switching.
8
Add professional voiceover
ElevenLabs
ElevenLabs provides the most lifelike AI voices for narration, dubbing, or voice cloning, allowing you to add voiceovers that sound natural. It's the gold standard for voice generation due to its emotional range and clarity.
You end with: The final video is fully edited, enhanced, with custom graphics and a professional voiceover.

All tools in this stack

Descript

freemium

AI video and podcast editor that lets you edit media by editing the transcript, ...

Rating

4.4

Category

AI video

Pricing

Free tier; $24/mo Hobbyist

OpusClip

freemium

The leading AI repurposing tool — turns long videos into ranked, captioned viral...

Rating

4.4

Category

AI video

Pricing

Free tier; paid from $15/mo

Runway

freemium

AI video generation and editing platform with Gen-3 Alpha text-to-video model.

Rating

4.4

Category

AI video

Pricing

$15/mo Standard

Topaz Labs

paid

Professional AI upscaling and enhancement for photos and video — the industry st...

Rating

4.5

Category

AI image

Pricing

One-time from $199; Video AI $299

CapCut

free

The world's most-used short-form editor, packed with AI captions, effects and te...

Rating

4.4

Category

AI video

Pricing

Free tier; Pro from $9.99/mo

Adobe Firefly

freemium

Adobe's commercially safe generative AI for images, built into Creative Cloud wi...

Rating

4.2

Category

AI image

Pricing

Free credits; from $9.99/mo

AutoPod

paid

Premiere Pro plugins that cut multi-camera podcast episodes automatically — hour...

Rating

4.0

Category

AI video

Pricing

From $15/mo

ElevenLabs

freemium

The gold standard for AI voice — lifelike text-to-speech, cloning, dubbing and f...

Rating

4.7

Category

AI video

Pricing

Free tier; paid from $5/mo

Frequently asked questions

How much does this full stack cost?

The total cost varies, but expect to spend around $50-100 per month if you use free tiers wisely (Descript, OpusClip, CapCut are freemium; Runway, Adobe Firefly, ElevenLabs have free limits; Topaz and AutoPod are paid). Many tools offer free versions that are sufficient for occasional use.

Are there free alternatives to these tools?

Yes, but each has trade-offs: DaVinci Resolve replaces CapCut for editing, but lacks AI transcript editing. For transcription, Otter.ai is free but less integrated. For upscaling, you can try waifu2x but it's less effective for video. For voice, Amazon Polly is cheaper but less natural.

Where should I start if I'm new to AI video editing?

Start with CapCut or Descript's free tier to learn the basics of AI-assisted editing. Focus on one tool at a time—master transcript editing first, then add shorts generation. This approach builds skills without overwhelming you.

What common mistakes do editors make with this stack?

A common mistake is overusing AI voiceovers, making content feel robotic. Another is relying on OpusClip without manual review, which can produce context-free clips. Always double-check AI outputs and blend automated steps with manual polish.