ML-Powered NGFW by Palo Alto Networks is a next-generation firewall that utilizes inline deep learning capabilities and machine learning to proactively secure networks and protect against unknown and zero-day threats. The system operates using a single-pass architecture for packet processing, providing network security through cloud processing power and features real-time deep learning for threat detection and prevention. It performs full Layer 7 inspection, can decrypt and inspect encrypted traffic (including TLS 1.3 and HTTP/2), and provides network security capabilities through a combination of physical and virtual firewall deployments. The platform integrates threat prevention, offers visibility across all network traffic, and includes post-quantum cryptographic algorithms for VPN connections. It delivers consistent security functionality with natively integrated SD-WAN capabilities and Zero Trust implementation.