Case Study: VEED.IO ships AI video workflows faster and more reliably with Temporal

How VEED.IO powers four million daily video workflows with Temporal

VEED.IO, an AI-powered online video creation platform, was struggling with a homegrown event-based pub/sub system that couldn’t reliably handle growing volumes of background jobs and third-party AI API calls. As its product expanded with features like subtitles, avatars, and AI video generation, the team needed better retry handling, monitoring, and durable state to avoid flaky failures and speed up delivery. Temporal Technologies and Temporal Cloud were chosen to fit VEED.IO’s TypeScript-first engineering culture and complex workflow needs.

Using Temporal Technologies, VEED.IO rebuilt its backend around Temporal Workflows and Activities, turning third-party API calls into durable, retryable steps with built-in observability. The result was major gains in speed and reliability: VEED.IO could ship support for new AI models in hours or the same day, instead of around five days, and now handles over 4 million Temporal Activities daily while improving monitoring and cost visibility.

VEED.IO

Tom

Senior Director of Engineering