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Utilising automation and orchestration throughout the investigation and triage stage is the most effective form of defence against these mechanised attacks – freeing up your security experts to be security experts. Artificial Intelligence and Machine Learning for the Real World SOCAutomation has a long pedigree of leveraging Artificial Intelligence and Machine Learning to deliver unrivalled, super-fast ROI and vast improvements in Incident Response mitigation and remediation processes.