Sift

Sift is a digital trust and safety platform that leverages machine learning to help businesses prevent various types of fraud, including payment fraud, account abuse, and content integrity issues. It provides real-time risk predictions, customizable workflows, and integrates via REST APIs and SDKs for developers to build robust fraud prevention systems.

Sift is a strong match for the 'Fraud Detection' aspect of the Stripe Payments Platform. It offers robust fraud detection capabilities using machine learning, provides developer APIs for integration, and includes dashboards for monitoring. While it doesn't directly handle payment processing or subscription management like Stripe, its core offering of fraud prevention is a key component that complements payment platforms. The website explicitly mentions 'Payment Protection - Reduce friction at checkout to increase revenue and stop chargebacks before they hurt your business,' which aligns with the fraud detection feature. It also highlights its API-first approach and dashboard for scores and workflows.