By 2027 , Cyber Threat Intelligence (CTI) platforms will see a crucial evolution, driven by the rising sophistication of malicious activity . We anticipate a widespread adoption of machine learning-based CTI capabilities , moving beyond conventional aggregation and analysis to proactive threat hu