By 2028, Cyber Threat Intelligence (CTI) platforms will experience a crucial evolution, driven by the rising sophistication of malicious activity . We anticipate a broad adoption of automated CTI capabilities , moving beyond traditional aggregation and analysis to predictive threat hunting . The