How our universal content processing platform Riviera evolved for AI and beyond

Dropbox's Riviera platform prepares files for several products by reusing small content-conversion steps. A presentation can become a PDF and then page images; those same transformations can serve other workflows. A central coordinator validates requests, dispatches work and caches results so products can reuse completed transformations. Dropbox's account describes how a preview service became shared infrastructure.

Dash uses that infrastructure to extract document text, recognize scanned pages and prepare metadata before search and AI systems use the content. This gives the AI product an existing route from varied file formats to usable context. Improvements to a shared transformation can then benefit other products using the same step.