A practitioner guide by Filip Stojkovski (SecOps Unpacked) covering how to assess SOC maturity, build the data foundations for AI-driven detection, evaluate AI SOC platforms, and execute implementation playbooks across greenfield, MDR, and mature SOC environments. Includes KPI and ROI frameworks for making the business case to leadership.