App Store

Shorts Master

Short-form video on autopilot ~ an AI pipeline that turns an idea into a ready-to-post clip, built to scale to millions of users.

Services

API development

Platforms

Cross Platform

Date

January 2025

iOS Web Cloud Scalability

Challenge

Build a cross-platform API that assembles scripts, voice, audio and visuals into short-form videos using proven viral formulas, at scale.

Video generation is computationally heavy. The system had to render finished, social-ready videos in under seven minutes, keep costs down, and stay fast with thousands of concurrent users.

Solution

We built one cohesive API that works across platforms, powered by best-in-class partners: OpenAI for language, ElevenLabs for voice and Google Cloud for infrastructure.

The pipeline handles voice-over, automatic captions in more than 70 languages and automatic transitions, and uses retrieval-augmented generation (RAG) to write scripts based on playbooks from popular creators. A Python back end assembles and delivers each video, keeping renders fast, costs low and capacity elastic.