What if you could drop a blog post or article into a tool and get back a fully produced video with voiceover, visuals, and captions in minutes? That is exactly what I built with ClipFrom.
ClipFrom is an AI-powered content machine I built from scratch that takes a written article as input and outputs a ready-to-publish short-form video. Article in. Video out. The whole workflow runs automatically, stitching together AI models for scripting, visuals, voice, and editing.
The Problem It Solves
Content creators and marketers produce a ton of written content but repurposing that into video is time-consuming and expensive. ClipFrom collapses that process into a single automated pipeline so you can scale video output without scaling your team.
How It Works
The workflow is fully automated using a multi-model AI stack. Here is what happens under the hood when you submit an article:
- Script generation – ChatGPT reads the article and distills it into a punchy, engaging video script.
- Voiceover – ElevenLabs converts the script into a natural-sounding AI voice.
- Visuals – Kling AI and Fal.ai generate video clips and imagery matched to the content.
- Assembly – n8n orchestrates the entire workflow, passing outputs between models and triggering each step in sequence.
- Delivery – The finished video is returned ready to publish.
The Tech Stack
ClipFrom was built using a combination of no-code and AI tooling:
- Lovable.dev – Frontend UI and app scaffolding
- Claude (Anthropic) – Content reasoning and prompt engineering
- ChatGPT – Script generation
- n8n – Workflow automation and model orchestration
- Kling AI – AI video generation
- Fal.ai – Image and video model inference
- ElevenLabs – AI voiceover and text-to-speech
What This Demonstrates
ClipFrom is proof that modern AI tools let a product thinker build things that would have required a full engineering team just a couple of years ago. I scoped the problem, designed the workflow, selected the right models for each job, and shipped a working product.
The product is still in active development but the core workflow is real and it works. Watch the full video above to see it in action.
Follow along on YouTube for more builds like this.