Feature AI

SHIELD Feature AI is a customizable fraud detection engine designed to empower businesses with the ability to build high-performance algorithms tailored to their unique fraud challenges. Enhanced by SHIELD’s Device Intelligence, Feature AI enables real-time detection and prevention of sophisticated fraud tactics such as account takeovers, unauthorized money transfers, money laundering, and promo abuse. It allows fraud teams to infuse their domain expertise into feature creation, ensuring precision and agility in combating emerging threats.

Features

• Custom Feature Creation: Enables fraud teams to design and deploy bespoke fraud detection features.
• Device Intelligence Integration: Leverages SHIELD’s persistent Device ID and behavioral data for enhanced accuracy.
• Real-Time Detection: Identifies malicious tools and techniques instantly, including screen sharing, auto-clickers, and accessibility abuse.
• Scalable Architecture: Built to support high-volume platforms with dynamic fraud patterns.
• AI-Powered Engine: Uses machine learning to adapt to evolving fraud tactics.
• Internal Expertise Infusion: Allows integration of in-house fraud knowledge into algorithm design.

Capabilities

• Account Takeover Prevention: Detects unauthorized access attempts and compromised credentials.
• Promo Abuse Mitigation: Flags and blocks exploitation of incentives like cashback, referrals, and bonuses.
• Money Laundering Detection: Identifies suspicious transaction patterns and device behaviors.
• Fake Account Identification: Links fraudulent accounts to shared devices and emulators.
• KYC Evasion Defense: Detects deepfake usage and synthetic identity creation.
• Fraud Ring Disruption: Uncovers coordinated attacks through device clustering and behavioral analysis.

Benefits

• Tailored Fraud Protection: Adapts to specific business models and threat landscapes.
• Faster Response Times: Enables immediate action against emerging fraud signals.
• Reduced Operational Overhead: Automates detection while allowing manual oversight where needed.
• Improved Trust & Security: Builds a safer environment for genuine users.
• Seamless Integration: Works alongside SHIELD’s broader Device Intelligence platform.
• Future-Proofing: Continuously evolves to counter new fraud techniques.