This guide explains how AI is reshaping SOC operations and why organizations must train teams to question and supervise intelligent systems. It highlights three risks: over-reliance on autonomous AI, overspending on immature tools and the rising need for highly skilled analysts who understand both cybersecurity and AI decision-making. TekStream stresses human-in-the-loop models, targeted AI use and public–private workforce programs that build advanced skills through real SOC experience. Preparing analysts to validate, challenge and guide AI is essential for future cyber resilience.

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