Why data quality dictates security operations success

AI systems used in security operations centers (SOCs, teams that monitor and respond to security threats) perform better when they receive high-quality data rather than when using more advanced models. Research shows that better network evidence (detailed information about network activity) can improve security outcomes by 2-4 times, because AI can only draw conclusions from the data it actually has available.