By 2027 , Cyber Threat Intelligence (CTI) systems will undergo a significant shift , driven by the rising sophistication of malicious activity . We anticipate a widespread adoption of machine learning-based CTI capabilities , moving beyond traditional aggregation and assessment to anticipatory th