Governance Doctrine
Customer-defined control.
The model should not decide who is cleared. The organization should.
Evilware Labs is built around the principle that access, classification, escalation, and policy decisions belong to the operating organization.
Governance is not censorship. Governance is the operational boundary that determines who can access which data, which tools, which models, and which actions.
| Control Area | Operational Purpose | Demo Behavior |
|---|---|---|
| Identity | Bind every AI request to a user, role, tenant, and session. | User context displayed before inference. |
| Authorization | Determine whether the user can access the requested classification or source. | Same prompt produces different outcomes for different users. |
| Routing | Send approved requests to the right model and data source. | Legal, cyber, executive, and technical requests route differently. |
| Escalation | Convert blocked or suspicious requests into reviewable workflow. | Denied request creates escalation event. |
| Audit | Preserve proof of what happened and why. | Every request generates an audit record. |