By 2028, Cyber Threat Intelligence (CTI) solutions will experience a significant shift , driven by the rising sophistication of cyberattacks . We anticipate a broad adoption of machine learning-based CTI capabilities , moving beyond legacy aggregation and assessment to proactive threat identifica