For SOC, fraud, threat detection, and security operations teams

What you’ll do differently after this session

AI agents and malicious automation are increasingly using the same infrastructure, tools, and behaviors, making traditional human-versus-bot detection less reliable.

This session focuses on how session-level context can help security teams better understand what is behind a connection and make more informed trust and enforcement decisions.

■ Understand why traditional detection signals are becoming less reliable as legitimate AI agents and malicious automation adopt similar infrastructure and behaviors
■ Use VPN, proxy, RDP, datacenter, geography, service provider, and agentic activity signals to add context to a session
■ Turn session intelligence into decisions to allow, authenticate, challenge, restrict, rate-limit, or block activity
■ Operationalize session intelligence across WAF/CDN, IAM, bot management, API security, SIEM, and security operations workflows