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