Transform Podcasts Into Production-Ready Scripts in Seconds

Automatically discover episodes, transcribe audio, index content, and generate interview scripts with perfect citations. Built for content creators and podcast networks who want to repurpose episodes into polished scripts and viral shorts without manual work.

PROBLEM

Turning Podcast Episodes Into Scripts Takes Hours of Manual Work

Content creators spend countless hours listening to episodes, manually transcribing conversations, hunting for quotes, and writing scripts from scratch. Without a system to organize and retrieve content, you lose time that could be spent creating. Your best material stays buried in hours of audio.

SOLUTION

How It Works

Automated Episode Discovery & Transcription

The system automatically checks your RSS feeds and episode URLs on a schedule, pulling new episodes without manual intervention. When published transcripts aren't available, it uses Whisper AI to transcribe audio from a GPU box, ensuring every episode is captured and searchable. Run one command and watch your entire content library get processed and organized.

Intelligent Content Indexing & Retrieval

Transcripts are cleaned, labeled with speaker roles (HOST/GUEST), and chunked into a searchable vector database with full metadata. This RAG system lets you query your entire podcast library by topic, guest, date, or speaker in milliseconds. Find the perfect quote or moment instantly instead of scrubbing through hours of audio.

AI-Generated Scripts With Timestamped Citations

The system generates complete interview-style scripts and identifies viral-worthy moments for YouTube Shorts, with every quote linked back to the exact timestamp in the original episode. You get production-ready content with full provenance and source attribution built in. Repurpose one episode into scripts, clips, and promotional content in minutes.

PROCESS

From kickoff to launch in weeks, not months

01/ Discovery

Week 1

We audit your workflows and interview you to extract your subject matter expertise. Your AI delivers excellent work because we train it on your expertise.

02/ Development

Week 2

We build your custom AI at startup speed, using our own AI. We run evaluations to ensure quality and consistency.

03/ Testing

Week 3

Your team deploys the AI and gives feedback. We polish and provide full documentation.