By 2028, Cyber Threat Intelligence (CTI) solutions will undergo a crucial 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 examination to predictive threat identification. The ability to connect CTI data from mu