Overview

Ravelin Account Security is a cloud‑native SaaS solution that protects online customer accounts from takeover and automated abuse using machine learning, behavioral analytics, and flexible risk controls. It continuously monitors registration, login, session activity, and checkout behavior to detect credential stuffing, bot attacks, and anomalous access patterns. The system balances security with seamless user experience by minimizing unnecessary friction for legitimate customers.

Features and Capabilities

• **Machine Learning Protection: **Advanced models analyze login history, device fingerprints, session tracking, and behavioral patterns to detect abnormal account activity. These custom models adapt over time to emerging threats.
• Account Takeover Defense: Identifies and blocks attempts at credential misuse, phishing, and bot‑driven attacks on account logins and account actions like checkout.
• **Flexible Rules Engine: **Enables bespoke rules creation to complement machine learning. Users can define limits like login velocity thresholds and test rules before deployment.
• **Breached Credential Database: **Integrates checks against a database of billions of leaked credentials to preemptively flag compromised login attempts and enforce secure password usage.
• **Dashboard & Analytics: **Provides fraud analysts with rich investigation tools, real‑time dashboards, and deep insights into threat patterns and account security metrics.
• **Seamless Experience for Good Users: **Employs risk scoring that triggers authentication challenges only when necessary, preserving conversion and customer satisfaction.