By 2027 , Cyber Threat Intelligence (CTI) systems will see a major shift , driven by the increasing sophistication of threats. We predict a widespread adoption of machine learning-based CTI capabilities , moving beyond conventional aggregation and examination to proactive threat detection . The ability to connect CTI insights from multiple sources