Looking ahead to the year , Cyber Threat Intelligence solutions will undergo a major transformation. We anticipate a increase in the adoption of AI and machine learning capabilities, allowing for predictive threat identification and remediation. Expect additional integration with Security Orchestration, Automation and Automation (SOAR) solutions to