AI Only Works If Your Foundations Do: A Conversation with Dr. Anton Chuvakin

AI is not a fix for a broken SOC. It exposes weaknesses you already have. In this ClearTech Loop episode, Jo Peterson talks with Dr. Anton Chuvakin — Senior Security Staff in Google Cloud’s Office of the CISO and one of the most respected voices in SOC modernization — about what “AI readiness” really means and why most teams are nowhere near it. You’ll hear about: • Why AI accelerates process debt instead of compensating for it • The two forms of shadow AI already inside every enterprise • The five foundations of an AI ready SOC: data quality, ownership, interoperability, probabilistic thinking, and metrics • Why governance has to move at the speed of experimentation, not quarterly reviews • How to evaluate AI tools through use cases instead of marketing promises Anton has spent decades shaping security operations — from coining the term EDR to defining detection and response strategies as a Gartner Distinguished Analyst. Today, he helps global enterprises build the structural maturity required before AI can add any value at all. Subscribe to the ClearTech Loop Newsletter on LinkedIn: https://www.linkedin.com/newsletters/7346174860760416256/ Episode Description (Short): Jo Peterson and Dr. Anton Chuvakin break down what AI readiness really requires and why most SOCs are not prepared for what AI will expose. Timestamps 00:00 Intro and Anton’s background 01:15 Why AI exposes foundational weaknesses 03:45 Process debt and SOC workflow failures 05:20 Two forms of shadow AI inside enterprises 07:10 Data quality, ownership, and workflows 09:22 Five foundations of an AI-ready SOC 11:18 Why interoperability matters 12:40 Leaders and probabilistic thinking 14:05 Governance at the speed of AI 17:10 How to evaluate AI tools 19:25 Closing thoughts About the Guest Dr. Anton Chuvakin is Senior Security Staff in the Office of the CISO at Google Cloud. Previously a Research Vice President and Distinguished Analyst at Gartner, he has authored multiple books on security monitoring and log management and co hosts the Cloud Security Podcast. Resources Anton’s YouTube playlist https://www.youtube.com/watch?v=iX5SvgMpS0s&list=PLkdSRxA6DyHtxH623M1WYuAYGpEXdvEqp Google Cloud security best practices https://cloud.google.com/security/best-practices CSA AI Safety Initiative https://cloudsecurityalliance.org/ai-safety-initiative ClearTech Loop: George Finney on the CSA AI Initiative https://cleartechresearch.com/the-csa-ai-safety-initiative-with-george-finney/  

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