By 2028, Cyber Threat Intelligence (CTI) systems will see a major shift , driven by the increasing sophistication of threats. We anticipate a widespread adoption of machine learning-based CTI capabilities , moving beyond legacy aggregation and assessment to predictive threat detection . The power to connect CTI insights from diverse sources —incl