Looking ahead to the year 2026 , threat intelligence systems will undergo a significant transformation . We expect a greater concentration on self-service workflows, with increased utilization of AI for threat analysis. Connecting with extended detection and response (XDR) will be critical , enabling more efficient incident response . Furthermore,