Looking ahead to the year 2026 , threat intelligence systems will witness a marked transformation . We expect a broader concentration on streamlined workflows, with improved utilization of machine learning for threat analysis. Combining with security information and event management (SIEM) will be paramount, enabling better incident response . Furt