Looking ahead to 2026 , threat intelligence systems will experience a marked shift. We foresee a greater emphasis on automation workflows, with higher utilization of machine learning for identifying threats . Combining with extended detection and response (XDR) will be paramount, enabling more efficient threat remediation . Furthermore, graphic rep