Looking ahead to '26, threat intelligence systems will witness a considerable shift. We anticipate a greater concentration on self-service workflows, with higher utilization of artificial intelligence for identifying threats . Combining with extended detection and response (XDR) will be critical , enabling quicker threat remediation . Furthermore,