Why Image Processing Is Moving to the Browser—And What It Means for Developers

Cloud APIs have long dominated image processing for their convenience and scalability, but browser-side AI processing offers a compelling alternative when privacy, cost, and user control take priority. This architectural shift is particularly valuable for sensitive images—portraits, documents, medical content—that users may hesitate to upload. Understanding when to use browser-side versus cloud processing isn't about declaring a winner, but matching your architecture to your product's core promise.