Knowledge Architecture:ConceptsObservationsEvidence
Back to Primitives

Governance Layer

The oversight and trust infrastructure that ensures safety, fairness, and accountability in AI-mediated markets. Includes representation governance, sovereignty, verification, and permissioning infrastructure.

Primitives (9)

hypothesis

Representation Governance

The systems, protocols, and institutions that establish authority, verification, and interoperability for canonical representations in AI-mediated markets.

canonical_representationverification_primitiveprotocol_capture
emerging

Verification Primitive

A machine-readable attestation, certification, or proof that validates the accuracy, authenticity, or status of a representation attribute.

verified_property_recordmachine_readable_trusttrust_infrastructure
hypothesis

Canonical Ownership

The right to control, update, and authorize the canonical representation of an entity, determining discoverability autonomy and market participation.

canonical_representationrepresentation_sovereigntyprotocol_capture
emerging

Owner Confirmation

A constraint requiring explicit approval from the entity owner before AI systems can execute binding actions like booking, payment execution, or contractual commitments.

verified_property_recordaction_constraintsai_coordination
hypothesis

Representation Sovereignty (RS)

RS — Control over how economic entities, assets, and services are represented to AI systems.

representation_sovereignty_aimcanonical_ownership
hypothesis

Representation Sovereignty Layer (RSL)

RSL — Governance infrastructure ensuring representation autonomy and control.

representation_sovereigntyrepresentation_governance
emerging

Verification Infrastructure (VI)

VI — Systems for claim validation through proofs and attestations.

verification_primitivemachine_readable_trust
emerging

Permissioning Infrastructure (PI)

PI — Systems defining and enforcing authorization boundaries.

authorizationpermissioned_accessowner_confirmation
hypothesis

CFO–CMO Joint Governance

A governance arrangement in which finance and marketing jointly measure, fund, monitor, and manage representation quality, channel dependency, acquisition economics, and AI-mediated demand exposure.

representation-governancerepresentation-investmentdistribution-dependencyacquisition-cost-inflation