By 2026 , Cyber Threat Intelligence (CTI) solutions will undergo a Threat Intelligence API Service crucial change , driven by the growing sophistication of malicious activity . We predict a widespread adoption of machine learning-based CTI functionalities, moving beyond traditional aggregation and assessment to proactive threat identification. The