AI Operations

AI systems need governance before autonomy.

Stellar designs AI agents and automation around context, policy, approval, evidence, monitoring, and human accountability.

Bind AI workflows to the right client, system, data, and operating purpose.

Define what AI can recommend, draft, escalate, or execute.

Require human authority for material actions.

Execute through deterministic systems, not hidden AI state.

Retain receipts, decisions, and audit context.

Review outcomes, exceptions, and operational drift.

Use evidence to make the workflow safer and more useful.