#soc-operations

#soc-operations

AI improves SOC effectiveness only when intentionally integrated into well-bounded workflows with validated logic, rigorous review, and customization; ad-hoc or out-of-the-box use yields mixed results.

End-to-end incident ownership by a single analyst reduces handover delays, preserves context, increases accountability, improves efficiency, insight, and outcomes.