Traditional SIEM tools have not been able to scale up to handle the volume and complexity of modern-day hybrid and dynamic IT infrastructure. We have reached a point where SOC needs have surpassed the limits of traditional SIEM and human capabilities, and so, supplementing SIEM and human intelligence with Artificial Intelligence and Machine Learning have now become indispensable.