Browser-native AI video runtimes utilize technologies such as React, Web Workers, Web Codecs, Offscreen Canvas, and browser-compatible models to perform fully client-side video processing, thereby eliminating the need for large video files to be uploaded to the cloud before they can be processed.
This talk will cover the technological challenges of dealing with thousands of video frames efficiently while conducting AI workloads on a large number of workers concurrently; how to handle browser memory constraints with respect to video frame processing, and how to create scalable video processing pipelines without relying on any back-end infrastructure.
This talk has been presented at React Advanced 2026, check out the latest edition of this React Conference.


















