By 2028, Cyber Threat Intelligence (CTI) solutions will experience a significant shift , driven by the increasing sophistication of cyberattacks . We predict a broad adoption of machine learning-based CTI features , moving beyond conventional aggregation and examination to predictive threat identification. The power to combine CTI information from