Building a File Semantic Analyzer: Guarding Outbound Data at Scale with AI

Uber developed an AI-powered File Semantic Analyzer to classify and understand file contents leaving their organization. Rather than relying on traditional keyword-based data loss prevention systems, the solution uses generative AI to interpret meaning and context, reducing false positives by 97% while dramatically accelerating incident response times from hours to minutes.