Three-layer governance architecture

Group Governance Law, Domain Statutes, and product-level Charters define authority, escalation, kill controls, and human-in-the-loop requirements. Autonomy is bounded; material actions are predefined; approvals are enforced before execution.

Human oversight and authority

Sensitive or irreversible actions require explicit approval; operators retain override, rollback, and kill controls. Escalation paths are defined in advance, preventing silent increases in autonomy.

Auditability and explainability

All material actions are logged with evidence, rationales, and outcomes to support regulatory and internal audit. Records are sufficient for post-incident review and supervisory inquiries.

Security and compliance posture

Least privilege, segregation of duties, and controlled change paths. Customer data is not used for default model training; no online or reinforcement learning in production. Compliance mappings and attestations are maintained for risk reviews.

Ethical red lines

Non-negotiable prohibitions against actions that compromise human safety, legal rights, or fiduciary obligations. Systems cannot bypass human authority or expand autonomy without approval.