In this interview, Team ALVAR, winners of the COcyber AI Cybersecurity Deephack — share how they built a scalable, AI-powered phishing detection system designed for both civilian and defense use. They reflect on the importance of modular design, real-time anomaly detection, and their next steps toward real-world deployment.