By 2027 , Cyber Threat Intelligence (CTI) systems will see a major change , driven by the increasing sophistication of malicious activity . We predict a widespread adoption of machine learning-based CTI capabilities , moving beyond legacy aggregation and assessment to predictive threat detection . The ability to connect CTI insights from varied sou