Manual preparation of casting briefs and direction notes for multi-language voice recording is a significant pre-production bottleneck. It requires writers and directors to manually extract character motivations, emotional arcs, and linguistic nuances from sprawling lore documents and scripts. This workflow automates that synthesis using specialized AI agents, reducing prep time by 60-80% and ensuring every regional director receives consistent, actionable guidance. The system integrates directly with narrative design tools like Articy:Draft and translation memory databases to ground its outputs in approved canon and terminology.




