In today's dynamic threat landscape, organizations must shift from traditional security approaches to a more adaptive stance. Proactive cyber threat detection and response involves implementing robust tools and strategies to identify, analyze, and mitigate threats before they can cause critical damage. This approach relies on continuous assessment