By 2028, Cyber Threat Intelligence (CTI) systems will experience a crucial evolution, driven by the increasing sophistication of cyberattacks . We predict a broad adoption of automated CTI Cybersecurity Intelligence features , moving beyond conventional aggregation and assessment to predictive threat identification. The ability to combine CTI data