Governance-specific playground
Runtime & Execution
Live authority, commit, permissions, intervention, execution, drift, and outcome correspondence.
BoundaryControls whether a proposed action has earned the right to bind to reality now.
Authority
Boundary
Continuity
Bounded claimThis exact execution remains authorized, current, bounded, and supported at commit time.
Required evidence- Authority state
- Commit context
- Permission continuity
- Execution receipt
Unsupported-layer warningDoes not prove model quality, regulatory compliance, or beneficial outcome by itself.
Governance-specific playground
Model Governance
Model identity, approved purpose, evaluation, thresholds, limitations, version, change, and retirement.
BoundaryControls the declared model artifact and its approved lifecycle conditions.
Identity
Purpose
Evaluation
Bounded claimThe identified model version remains approved for the declared purpose and operating envelope.
Required evidence- Model identity
- Evaluation record
- Threshold basis
- Change history
Unsupported-layer warningDoes not authorize a particular execution or establish data rights.
Governance-specific playground
Data & Provenance
Origin, rights, consent or basis, lineage, quality, access, transformation, retention, and geography.
BoundaryControls whether declared data may be relied upon for the stated governed use.
Bounded claimThe data is attributable, lawful, sufficiently complete, current, and traceable for this use.
Required evidence- Source record
- Rights basis
- Lineage manifest
- Quality assessment
Unsupported-layer warningDoes not prove that a model, decision, or execution is admissible.
Governance-specific playground
Agent & Tool
Delegation, objective, tools, memory, sub-agents, communications, financial limits, and termination.
BoundaryControls delegated agency and the tools through which objectives may be pursued.
Bounded claimThe agent remains within its delegated objective, tool, memory, communication, and spend boundaries.
Required evidence- Delegation record
- Tool inventory
- Memory boundary
- Termination control
Unsupported-layer warningDoes not make every agent action correct, lawful, or execution-authorized.
Governance-specific playground
Decision Governance
Consequential decision basis, authority, affected party, notice, review, appeal, and traceability.
BoundaryControls the institutional basis and challengeability of consequential decisions.
Bounded claimThis consequential decision has a supported basis, valid authority, notice, review, and appeal path.
Required evidence- Decision basis
- Authority record
- Affected-party notice
- Appeal history
Unsupported-layer warningDoes not prove the underlying model, data, or execution was independently admissible.
Governance-specific playground
Policy & Controls
Translation of written policy into owned, enforceable, evidenced operational control.
BoundaryControls the conversion of institutional intent into operating mechanisms.
Translation
Ownership
Enforcement
Bounded claimThe policy requirement is implemented as an owned, enforceable, evidenced operational control.
Required evidence- Policy source
- Control owner
- Enforcement proof
- Exception record
Unsupported-layer warningWritten policy and control design do not prove execution authority.
Governance-specific playground
Risk Governance
Risk ownership, treatment, residual acceptance, expiration, triggers, and monitoring.
BoundaryControls risk identification, treatment, acceptance, duration, and revalidation.
Identification
Treatment
Acceptance
Bounded claimThe identified risk is treated or accepted within declared authority, duration, and triggers.
Required evidence- Risk statement
- Treatment plan
- Acceptance authority
- Monitoring history
Unsupported-layer warningRisk acceptance cannot legalize or authorize an otherwise prohibited action.
Governance-specific playground
Compliance & Regulation
Applicability, regulated actor, obligation, control, evidence, interpretation, and continuing duty.
BoundaryControls bounded determinations against identified legal and regulatory duties.
Applicability
Actor
Obligation
Bounded claimThe declared regulated actor satisfies the identified obligation for this scope and period.
Required evidence- Source authority
- Applicability analysis
- Control mapping
- Performance evidence
Unsupported-layer warningDoes not provide universal legal clearance or replace competent counsel.
Governance-specific playground
Security Governance
Environment, credentials, permissions, dependencies, incidents, containment, restoration, and proof.
BoundaryControls whether the declared technical environment remains supportable and trusted.
Bounded claimThe environment remains within the declared security boundary and supports governed operation.
Required evidence- Asset inventory
- Credential state
- Permission graph
- Incident evidence
Unsupported-layer warningSecurity approval alone does not establish execution admissibility.
Governance-specific playground
Human Oversight
Qualification, information, time, intervention power, conflict, escalation, and decision record.
BoundaryControls whether human review is meaningful rather than symbolic.
Qualification
Information
Time
Bounded claimThe assigned reviewer is qualified, informed, timely, independent, and able to intervene.
Required evidence- Reviewer identity
- Qualification
- Information supplied
- Intervention record
Unsupported-layer warningA human click or approval does not automatically create meaningful oversight.
Governance-specific playground
Vendor & Third Party
Contracts, versions, access, subprocessors, evidence, change notice, incidents, and exit.
BoundaryControls continuing reliance on external providers and their material dependencies.
Bounded claimThe third-party relationship remains bounded, evidenced, current, and safely exit-capable.
Required evidence- Contract scope
- Version record
- Subprocessor list
- Exit evidence
Unsupported-layer warningVendor approval does not transfer accountability or authorize every downstream use.
Governance-specific playground
Outcome & Assurance
Execution-result correspondence, success measures, adverse effects, independence, and monitoring.
BoundaryControls whether claimed results correspond to execution and withstand independent challenge.
Correspondence
Measure
Attribution
Bounded claimThe declared outcome is supported, attributable, monitored, and independently challengeable.
Required evidence- Execution receipt
- Outcome measure
- Adverse-effect record
- Independent finding
Unsupported-layer warningAssurance reports do not retroactively create authority for an execution.