Enterprise teams convert customer communications into deterministic, real-time personalized video infrastructure using reusable scenes, rules, and data mappings to generate millions of compliant variations at scale. Scene-by-scene assembly at playback plus SDK delivery across email, web, and in-app captures engagement signals (skips, replays, drop-off) for measurable, continuously improving videos.