By 2028, Cyber Threat Intelligence (CTI) systems will experience a crucial change , driven by the rising sophistication of cyberattacks . We expect a broad adoption of automated CTI features , moving beyond traditional aggregation and examination to proactive threat hunting . The capacity to combine CTI data from multiple sources —including open-