Looking ahead to '26, T.I. platforms will undergo a marked evolution . We anticipate a greater focus on self-service workflows, with higher utilization of artificial intelligence for threat analysis. Integration with extended detection and response (XDR) will be essential , enabling more efficient threat remediation . Furthermore, data visualizatio