Know Your AI: Darwinium's Beagle and Copilot Rewriting Fraud Defenses for E-Commerce

Summary

As AI agents become a staple of both legitimate consumer behavior and fraud, the landscape has shifted to discerning intent in real time. Darwinium’s latest solutions: Beagle and Copilot - are agentic AI capabilities engineered to proactively stress-test defenses, surface hidden vulnerabilities, and orchestrate precise remediation across complex digital ecosystems.

In this webinar, the Merchant Risk Council and Darwinium reveal how Beagle performs autonomous red-teaming in production-like environments:

• Simulates sophisticated adversarial behaviors with synthetic identities, adaptive credential stuffing, and behavioral mimicry.
• Explores full user journeys—account creation, login, checkout, support—to identify weak points in device fingerprinting, behavioral biometrics, velocity checks, and bot scoring.
• Delivers real-time telemetry and autonomous hardening: detection logic adapts, risk policies tighten, and mitigation optimizes without manual triage.

We will also introduce Copilot, the AI-optimized companion that streamlines risk engineering and decisioning:

• Acts as an omnipresent portal assistant to surface cohorts, anomalies, and bot-like activity; suggests remediation and optimizes trade-offs between security and user experience.
• Performs automated feature and rule recommendations, dynamic detection tuning, and dashboard interpretation to translate data into actionable strategies.
• Enables safe impact analysis and controlled optimization of fraud configurations before deployment, dramatically reducing manual effort in high-volume environments.

Attendees will learn