Virlo.ai – AI-Powered Video Repurposing Platform
Project Details
Project Overview
Virlo.ai was built to solve a growing challenge in content creation: manually repurposing long-form video into short clips is repetitive, time-consuming, and difficult to scale. The platform centralizes video processing, AI-driven segmentation, and clip management into a single workflow, enabling creators to focus on distribution and growth rather than editing.
Mission Statement
The mission was to build a reliable, production-ready platform that automates video repurposing without sacrificing creative control. The system needed to process videos efficiently, surface meaningful moments, and deliver a clean, intuitive interface that works for both individual creators and teams.
Philosophy
Virlo.ai is built around the idea that creators should spend time publishing and engaging, not editing. The platform treats AI as a productivity multiplier — handling repetitive video tasks while leaving creative decisions in the hands of the user.
Design Principles
- Automation over manual workflows
- Speed without sacrificing reliability
- Simple interfaces for complex systems
- Scalable infrastructure from day one
- Clear feedback during processing and generation
Technical Architecture & Innovations
Core Technology Stack
- - Next.js 14 – Server-rendered SaaS frontend
- - TypeScript – Type-safe application logic
- - Node.js – Core application backend
- - Python & FastAPI – Video processing and AI services
- - Supabase – Authentication, database, and storage
- - PostgreSQL – Structured data storage
- - Stripe – Subscription and billing system
- - Cloud storage – Scalable video asset management
Development Phases
- • Authentication and user onboarding
- • Database schema and API foundations
- • Basic dashboard and navigation
- • Large file uploads and validation
- • Background video processing jobs
- • Processing status and progress indicators
- • Video segmentation logic
- • Clip extraction and preview
- • AI-based moment detection
- • Stripe subscription integration
- • Usage limits and plan enforcement
- • Production deployment and scaling