By 2028, Cyber Threat Intelligence (CTI) solutions will see a major shift , driven by the growing sophistication of malicious activity . We anticipate a broad adoption of machine learning-based CTI capabilities , moving beyond traditional aggregation and analysis to predictive threat identification. The ability to connect CTI information from varie