By 2027 , Cyber Threat Intelligence (CTI) systems will see a crucial evolution, driven by the increasing sophistication of malicious activity . We anticipate a widespread adoption of automated CTI functionalities, moving beyond traditional aggregation and assessment to anticipatory threat identification. The capacity to integrate CTI insights from