Human-in-the-loop expert
A rotating panel of operators, ethicists, and domain experts who oversee every high-stakes agent decision before it leaves the system.
EthicistReviews AI behaviors against published ethical principles and regulatory guardrails before agents act.
Domain ExpertProvides field-specific ground truth so agent reasoning stays grounded in real-world constraints.
Domain ExpertCovers adjacent specialties so cross-cutting decisions still hit informed eyes before they ship.
Compliance OfficerOwns audit trails and policy enforcement before agents touch regulated workflows.
EthicistRotates through high-stakes reviews — bias checks, edge cases, and value-alignment audits.
ExpertOn call for novel scenarios — emerging risks, unplanned escalations, and one-off oversight calls.

















