By 2027 , Cyber Threat Intelligence (CTI) systems will undergo a crucial shift , driven by the increasing sophistication of threats. We predict a broad adoption of machine learning-based CTI features , moving beyond legacy aggregation and analysis to anticipatory threat detection . The ability to integrate CTI insights from diverse sources —inclu