Manual detection of credential-based attacks fails because the kill chain—from initial compromise to credential dumping, lateral movement, and domain dominance—unfolds faster than human analysts can correlate signals across Windows Event Logs, EDR telemetry, and Active Directory. This custom workflow automates that correlation, using specialized agents to hunt for Mimikatz-like process trees, anomalous Kerberos ticket requests, and suspicious lateral authentication attempts. The operational upside is measured in dwell-time reduction, directly lowering the risk of ransomware deployment or data exfiltration by containing attackers before they establish persistence.




