Condé Nast built a multimodal video discovery solution on Amazon Bedrock and OpenSearch Service that reduced editorial video search time from 250 minutes to under 2 minutes per task.

The solution uses TwelveLabs Marengo embedding model accessed through Bedrock to index over 140,000 videos by visual, audio, and transcript signals, enabling intent-based semantic search.