Case Studies
Stream powers chat, video, activity feeds, and AI moderation for companies ranging from early-stage startups to enterprise platforms with hundreds of millions of users. These case studies cover how teams did it: migrating off legacy or third-party providers, scaling through high-traffic launches, and automating trust and safety. Browse by product or industry to see how Stream helped teams like yours solve real challenges.
Kalshi Live Chat Scales 14x with Stream Chat and AI Moderation
Kalshi built its prediction-markets app around live trading. Within months, chat became a core part of the experience. Messages grew 14x through the NBA Finals, the FIFA World Cup, and NFL opening weekend.

How a Top-5 Gaming Publisher Migrated Off Community Sift
A top-5 mobile gaming publisher had six months to migrate 750M+ players off Community Sift with no drop in moderation quality across a dozen languages. Here is how the RFP, large-scale testing, on-site workshop, and shadow-testing migration to Stream AI Moderation actually played out.
Care.com Scales Chat & Cuts Messaging Bugs by 90% with Stream
Care.com moved off a homegrown messaging stack and onto Stream, cutting bugs by up to 90% while scaling chat and video for 1M+ users.
How Subito Migrated 10M+ Users Off Legacy Chat Without Downtime
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.
