Looking ahead to '26, threat intelligence systems will experience a marked evolution . We foresee a expanded concentration on automation 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 r