Looking ahead to the year 2026 , threat intelligence systems will witness a considerable shift. We expect a expanded emphasis on self-service workflows, with increased utilization of AI for threat analysis. Combining with security operations centers (SOCs) will be essential , enabling more efficient threat remediation . Furthermore, graphic represe