Looking ahead to the year , Cyber Threat Intelligence systems will undergo a major transformation. We anticipate a increase in the implementation of AI and machine learning capabilities, allowing for proactive threat discovery and mitigation . Expect greater integration with Security Orchestration, Automation and Systems (SOAR) solutions to streaml