By 2026 , Cyber Threat Intelligence (CTI) platforms will see a significant change , driven by the increasing sophistication of malicious activity . We anticipate a widespread adoption of machine learning-based CTI functionalities, moving beyond conventional aggregation and analysis to proactive threat identification. The capacity to connect CTI dat