Looking ahead to the year 2026 , threat intelligence systems will undergo a considerable shift. We expect a broader emphasis on automation workflows, with increased utilization of machine learning for identifying threats . Combining with security operations centers (SOCs) will be paramount, enabling more efficient incident response . Furthermore, g