SnapMedia
AI video pipeline — upload a Social Security PDF, GPT-4o Vision extracts the data, users review and edit, Remotion renders motion-animated video with OpenAI Nova narration. End-to-end AI product.
Overview
SnapMedia is a full AI product pipeline. US citizens upload Social Security statement PDFs → GPT-4o Vision extracts and structures the data → users review and edit fields → Remotion renders a professionally animated video → narrated by OpenAI Nova voice. Built and refactored with Claude Code.
The Challenge
Bridging complex legal/financial PDF documents and accessible video content. The system needed reliable extraction from unformatted PDFs, an editable review step, dynamic video templating, and AI voice narration — all in a seamless flow.
Our Solution
Multi-stage AI pipeline: GPT-4o Vision for PDF parsing, React-based options editor, Remotion for programmatic video with motion graphics, and OpenAI Nova for context-aware narration. Entire codebase developed with Claude Code.
Results & Impact
End-to-end AI video generation from PDF upload to final render
GPT-4o Vision extracts structured data from unformatted documents
Remotion renders motion-animated videos with synchronized narration
OpenAI Nova voice narration with citizen-specific AI-generated scripts
Built and refactored with Claude Code — fully agentic workflow