Looking ahead to 2026 , threat intelligence systems will experience a marked shift. We foresee a expanded concentration on self-service workflows, with increased utilization of machine learning for identifying threats . Combining with security operations centers (SOCs) will be critical , enabling better security measures. Furthermore, graphic repre