Technical

Make It Again: Use AI Generation Records to Continue a Series

Reproducible AI generation starts with a record, not memory. Keep the recipe on the approved file, then change only what's new in episode two.

Why Frame Numbers Drift at 29.97fps in Video Review

A 29.97fps video counted as 30fps ends up 3.6 seconds off after an hour. Here's why frame numbers drift in video review tools and how to check yours.

Behind YouViCo's SOC2 Type II compliance, encryption standards, GDPR data handling, and SSO integration—how we built trust for enterprise video collaboration.

Technical deep dive into building frame-accurate timestamped feedback for video review with precision challenges and solutions.

WebSocket architecture, presence indicators, comment sync, and conflict resolution for real-time video review with multiple users.

The engineering behind YouViCo For Editor: a CEP panel that brings your own AI into Premiere, syncs comments to markers, and runs edits from natural language.

Inside YouViCo's Shapy AI: ML pipeline for auto-transcription, intelligent feedback summarization, and suggested review points in video collaboration.

Canvas rendering, pen/shape tools, coordinate mapping across resolutions, and frame synchronization for video-based drawing annotations.

Multi-tenant architecture for sharing projects across organizations with permission modeling, data isolation, and shared workspace management.

Exploring YouViCo's token-based guest access architecture: how we enable seamless collaboration without login friction while maintaining enterprise-grade security.

AI is transforming video production: transcription, feedback summarization, automated QA, color grading suggestions. Here's how YouViCo and partners are leading the shift.

AI-powered video feedback uses machine learning to auto-transcribe dialogue, analyze scenes, and surface patterns in reviewer comments. Discover how it accelerates feedback cycles by 40%.