Looking ahead to the year 2026 , threat intelligence systems will experience a significant shift. We anticipate a broader focus on self-service workflows, with higher utilization of artificial intelligence for threat analysis. Combining with extended detection and response (XDR) will be critical , enabling better incident response . Furthermore, da