AI Boundary Model
ARQEN uses AI as an advisory assistant inside an evidence-first quality operating loop. It is not a black-box decision maker and does not replace responsible quality personnel.
Deterministic quality logic comes before advisory model output.
AI-generated text is not compliance truth, approval, release, certification, or closure authority.
Human quality personnel retain disposition, approval, release, customer, and regulatory responsibility.
Advisory output should carry source-basis context or be marked as unavailable.
Production model governance, durable model-use audit, and provider-secret management require future controls.