Doctrine

Method: Governance, Determinism, Lifecycle, Fail-Closed

The method is operational doctrine, not advisory narrative. It is designed to enforce control integrity under model uncertainty and market pressure.

Governance

Explicit authority boundaries, approvals, and escalation paths.

Determinism

Reproducible evidence artifacts and deterministic validation gates.

Lifecycle Control

Promotion, rollback, and retirement policy under formal change control.

Fail-Closed Containment

Safety-first halt triggers and bounded fallback behavior by default.

We do architecture and governance at the system layer. We do not do alpha narratives, signals, or tooling resale.