By the year 2026 , Cyber Threat Intelligence TI Platforms will have evolved a critical component of proactive security architectures. Expect greater integration with Security Information and Event Management (SIEM) systems, moving beyond simple feed integration to intelligent threat hunting . Furthermore, machine learning analysis will be essential