Looking ahead to the year , Cyber Threat Intelligence systems will undergo a substantial transformation. We anticipate a surge in the implementation of AI and machine analytics capabilities, allowing for proactive threat identification and response . Expect further integration with Security Orchestration, Automation and Response (SOAR) solutions to