How Italy's Largest Marketplace Automated 99.5% of Moderation and Scaled Messaging Without Adding Headcount

Subito, Italy’s largest re-commerce marketplace, moved buyer-seller messaging for 10M+ users onto Stream and now automates 99.5% of moderation, without standing up a chat infrastructure team. Here is how the build-vs-buy decision, migration, and trust and safety automation played out.