By 2028, Cyber Threat Intelligence (CTI) platforms will undergo a crucial change , driven by the growing sophistication of threats. We expect a general adoption of machine learning-based CTI features , moving beyond conventional aggregation and assessment to anticipatory threat detection . The power to connect CTI data from varied streams—includi