Sift

Sift is a San Francisco-based company that provides digital trust and safety solutions powered by machine learning. Their platform helps businesses detect and prevent fraud—including payment fraud, account abuse, and content spam—across the user journey. Used by leading brands like Twitter, Airbnb, and DoorDash, Sift enables companies to grow revenue while protecting user experiences through dynamic risk assessments and real-time insights.