Looking ahead to the year 2026 , threat intelligence systems will witness a marked transformation . We anticipate a greater concentration on self-service workflows, with increased utilization of artificial intelligence for threat analysis. Combining with security operations centers (SOCs) will be essential , enabling more efficient security measure