How Our Universal Content Processing Platform Riviera Evolved for AI and Beyond

2026-07-23

Riviera, Dropbox's internal content processing platform, runs hundreds of thousands of transformations per second. It uses a plugin model where new file formats add a plugin rather than touching core infrastructure, so improvements such as better text extraction propagate across previews, search, and AI document preparation simultaneously.