Looking ahead to '26, threat intelligence systems will undergo a marked transformation . We anticipate a broader emphasis on self-service workflows, with improved utilization of AI for identifying threats . Integration with security information and event management (SIEM) will be paramount, enabling better threat remediation . Furthermore, graphic