Looking ahead to 2026, online risk intelligence platforms will undergo a significant shift. We expect increased streamlining of information collection and analysis , fueled by breakthroughs in machine learning and conversational communication . Fusion with security orchestration, automation and response (SOAR) capabilities will be vital for anticip

By 2027 , Cyber Threat Intelligence (CTI) systems will experience a major change , driven by the rising sophistication of malicious activity . We expect a general adoption of machine learning-based CTI capabilities , moving beyond traditional aggregation and assessment to proactive threat identification. The power to combine CTI information from mu