Looking ahead to the year 2026 , threat intelligence systems will undergo a considerable transformation . We anticipate a broader concentration on self-service workflows, with higher utilization of machine learning for threat detection . Integration with extended detection and response (XDR) will be essential , enabling better incident response . F