Which one do you need?

Compare

Each platform was built for a different problem, and the fastest way to tell them apart is what happens to your data and where the software sits when it runs.

Scroll sideways to see all four.

The four products compared by the problem they solve, where they run, what they connect to, and when to pick them.

Question	Alpaca Log-source governance beside your SIEM	Ibex Sealed, on-premises appliance	Marmot Sovereign AI with a gate	Goshawk Self-service code audits
The problem it solves	Log sources with no named owner, no retention, and assets that report nothing at all.	Attack surface and undeclared AI in networks the cloud can never reach.	People need a capable assistant, but the documents cannot go to a cloud model.	Audits that are either shallow scanner runs or slow consultancy, with reports a regulator will not accept.
Where it runs	Beside your existing SIEM, not in place of it.	A sealed appliance on its own hardware, inside your perimeter, with no data egress.	Two machines on your premises. The one holding the documents has no route out.	A single-tenant application: fully managed, or hybrid with the scanning inside your perimeter.
It connects to	QRadar, Splunk, Sentinel and Elastic, plus your CMDB, Active Directory or Entra ID, and Jira.	An internal Git host, a locally held vulnerability database and your asset baseline. Nothing external.	Your existing document repositories and a local model, with cloud models reachable only through the gate.	Your git host, an uploaded archive or a single file, and cloud or local model backends.
Pick it when	You cannot say who owns a log source, or which assets are escaping coverage.	Nothing may leave the network, and you still have to see everything inside it.	Some questions deserve a frontier model and others must never leave the building.	You need audits on demand, with findings you can defend and human review where it counts.

Still not obvious? Tell us the constraint you are working under, not the product you think you need, and we will say which of these applies and which does not. Talk it through