1. Where SharpHound Fits in a Defender's Workflow
SharpHound collects Active Directory relationship data for BloodHound analysis and is studied by defenders in authorized labs to understand what AD data enables privilege-path mapping and how to detect and harden against misuse.
The role here is "AD data collection for BloodHound (dual-use)." That scoping matters. A triage tool used as an investigation tool produces the wrong level of depth; an investigation tool used as a monitoring tool burns analyst time. Pick the right phase, then pick the tool.
Start with a concrete question — "Is this service reachable from the DMZ?" or "Do we have stale DNS records for this domain?" — rather than opening the tool and seeing what turns up.