By 2028, Cyber Threat Intelligence (CTI) systems will undergo a crucial shift , driven by the rising sophistication of malicious activity . We predict a general adoption of automated CTI features , moving beyond traditional aggregation and assessment to proactive threat identification. The ability to integrate CTI information from diverse feeds —