By 2028, Cyber Threat Intelligence (CTI) solutions will undergo a major evolution, driven by the growing sophistication of malicious activity . We anticipate a widespread adoption of machine learning-based CTI capabilities , moving beyond legacy aggregation and assessment to proactive threat identification. The power to combine CTI information from