Share Full episode and show notes Security Operations AI in Security Operations: How to Automate Your SOC & Stop Threats Faster – WC #1 Learn how AI is transforming security operations. Discover how automation, machine learning, and AI-driven workflows help SOC teams detect threats faster, reduce alert fatigue, and improve response times without replacing analysts. Thank you to our sponsor for this webcast, Palo Alto Networks. Watching isn’t enough. The people who stay ahead in cybersecurity are the ones in the room. Register for an upcoming webcast now at https://scworld.com/webcasts and get access to the insights, events, and conversations others are already acting on. April 22, 2026 Full Segment Notes Learn how AI is transforming security operations. Discover how automation, machine learning, and AI-driven workflows help SOC teams detect threats faster, reduce alert fatigue, and improve response times without replacing analysts. Thank you to our sponsor for this webcast, Palo Alto Networks. Watching isn’t enough. The people who stay ahead in cybersecurity are the ones in the room. Register for an upcoming webcast now at https://scworld.com/webcasts and get access to the insights, events, and conversations others are already acting on. Key Moments 0:00 - Introduction & Webinar Overview 01:55 - What AI Really Means in Cybersecurity 03:35 - Machine Learning vs Generative AI in Security 04:58 - Why Humans Still Matter in SOCs 06:00 - AI in Security Workflows Explained 09:30 - The Problem with Traditional SIEM & SOC Tools 11:00 - Rethinking Detection Engineering 13:20 - Platform vs “A La Carte” Security Tools 14:10 - What is Cortex XSIAM? (Full Breakdown) 17:20 - AI vs Automation: What Actually Matters 20:45 - Why Automation is Now a MUST-Have 23:40 - Challenges Managing Security Tools & Data 25:40 - How AI Helps SOC Efficiency & Parsing Data 28:00 - Practical AI Use Cases in Security Teams 30:15 - How to Start Implementing AI in SOCs 33:00 - Why Security Teams Need Practice & Simulation 35:00 - Hackathons & Improving SOC Efficiency 37:55 - Why Most Breaches Are Process Failures 43:00 - Alert Fatigue: Red Flags vs Yellow Flags 46:40 - Best SOC Use Cases for AI 49:15 - Visibility Gaps & Using AI to Solve Them 50:40 - Ensuring AI Helps (Not Replaces) Humans 53:40 - Avoiding “Busy Work” in Security 58:00 - Final Q&A & Key Takeaways Host Adrian Sanabria @sawaba https://adriansanabria.com Show More Stay in the Know, No Smoke and Mirrors – Join Our Newsletter Get expert insights and technical breakdowns straight to your inbox. Join Now Related Segments Threat Intelligence We catch up on the news, including AI vuln hunting; also more RSAC interviews! – Mark Lambert, Samuel Hassine, John Wilson, Georges Bossert – ESW #454 SIEM SC Awards Finalist: Best SME Security Solution – Stellar Cyber – Steve Garrison – SCA26 #1 Governance, Risk and Compliance RSAC 2026 Recap: Agentic AI Hype, Cybersecurity Trends & Startup Reality Check – RSAC26 #4 Related Content Security Operations Zero Networks launches AI Segmentation to control AI agents and prevent breaches SOC From OODA to SUDA: Why the Agentic SOC has to be customizable Vulnerability Management Another Cisco Catalyst SD-WAN Manager bug added to CISA list You can skip this ad in 5 seconds