By 2028, Cyber Threat Intelligence (CTI) solutions will experience a major change , driven by the increasing sophistication of malicious activity . We predict a widespread adoption of automated CTI capabilities , moving beyond conventional aggregation and analysis to anticipatory threat hunting . The capacity to combine CTI data from diverse stream