The ML-Powered Next-Generation Firewall by Palo Alto Networks is a comprehensive network security platform that utilizes machine learning and artificial intelligence for proactive threat prevention. Operating on the PAN-OS platform, it employs a single-pass architecture for packet processing with embedded ML algorithms for line-speed classification and inline prevention. The system performs Layer 7 inspection, identifies applications regardless of port, protocol, encryption, or evasive techniques, and provides deep learning capabilities for detecting sophisticated attacks. The firewall delivers protection across physical, virtualized, containerized and cloud environments, with integrated SD-WAN capabilities for branch connectivity. It performs deep inspection of all network traffic, including encrypted traffic, to identify and stop both known and zero-day attacks while enabling visibility and consistent security policies.