Looking ahead to 2026 , threat intelligence systems will witness a significant evolution . We expect a expanded focus on self-service workflows, with higher utilization of AI for threat detection . Combining with security information and event management (SIEM) will be critical , enabling more efficient incident response . Furthermore, data visuali