Discover how Humain built a profitable YouTube content platform processing thousands of videos monthly at 20× lower costs than OpenAI – enabling a scalable freemium business model with deAPI.
humain.fun in action
Building a video intelligence platform with freemium pricing seemed financially impossible. Processing 10,000 hours of video with OpenAI's Whisper API costs around $3,600 – before infrastructure, storage, or additional AI costs for summaries and chat features.
For a startup offering free tier access, these economics don't work. Users expect free minutes included, but margins evaporate when transcription alone costs thousands of dollars monthly.
Humain leverages deAPI's decentralized AI infrastructure to build a comprehensive YouTube intelligence platform. Users follow their favorite channels and automatically receive transcripts and AI-generated summaries of every new video.
The platform goes beyond basic transcription by enabling conversational search – users can ask questions about video content and get instant answers with exact timestamps.
Step 1
Users follow YouTube channels. New videos trigger automatic processing – no manual work required.
Step 2
deAPI converts videos to accurate transcripts with timestamps using Whisper large-v3, at 20× lower cost than alternatives.
Step 3
Transcripts are indexed with deAPI embeddings, enabling semantic search across all content by meaning, not just keywords.
Step 4
Users receive AI summaries and can chat with video content – asking questions and getting answers with exact timestamps.
Subscribe to any YouTube channel and receive instant notifications when new content is published. Set custom preferences for each channel – choose summary style, AI model, and notification method.
Ask questions about any video in natural language. Get instant answers with exact timestamps and transcript excerpts. Perfect for research, learning, and content discovery.
Generate different types of summaries for the same video: comprehensive overviews, brief highlights, detailed analysis, or educational notes. Save custom prompt templates for recurring needs.
Search across all your transcripts by meaning, not just keywords. Find relevant content even when exact words don't match. Filter by channel, date, or topic.
20×
Lower Costs
compared to OpenAI Whisper API
100%
Automated
from video upload to summary delivery
Instant
Search
across thousands of hours of content
Building a video intelligence platform requires powerful AI capabilities at scale. Here's why deAPI was the right choice:
20× cheaper than OpenAI – enabling profitable freemium pricing from day one.
Processing 10,000 hours: ~$3,600 (OpenAI) → $100–360
Single API for video transcription and embeddings – no need to manage multiple providers or GPU infrastructure.
Decentralized infrastructure scales automatically – from 10 videos to 10,000+ monthly without infrastructure changes.
Access to Whisper large-v3 for transcription and state-of-the-art embeddings for semantic search – battle-tested models.
Everything you need to know
Start with $5 free credits and access the same AI infrastructure that powers Humain.
