TG-MICE-2
TrustGate Micro Engine Catalog 2
Part 9 — Replay & Federation Integration
152. Purpose
The Replay & Federation Integration Model defines how TrustGate micro-engines preserve deterministic execution history and exchange constitutional assurance artifacts across federated ecosystems.
It establishes replay and federation as constitutional runtime capabilities rather than implementation-specific features.
Replay preserves constitutional truth over time.
Federation preserves constitutional truth across organizations.
153. Constitutional Principle
Every constitutional execution shall be reproducible.
Every constitutional artifact shall be exchangeable.
Replay guarantees temporal consistency.
Federation guarantees organizational interoperability.
Neither capability alters constitutional identity.
154. Replay Integration
Replay-capable micro-engines shall preserve sufficient information to reconstruct constitutional execution.
Replay shall reconstruct:
- execution context;
- execution order;
- consumed artifacts;
- produced artifacts;
- policies;
- configuration;
- telemetry;
- cryptographic references.
Replay reconstructs behaviour rather than software state.
155. Replay Participation
Each replay-capable MEID shall declare:
| Property | Description |
|---|---|
| Replay Supported | Yes / No |
| Replay Scope | Full / Partial |
| Replay Inputs | Governed artifacts required |
| Replay Outputs | Reconstructed constitutional artifacts |
| Replay Version | Supported replay specification |
Replay capability is declared in the Canonical Micro-Engine Registry.
156. Replay Artifact Chain
Replay preserves the constitutional artifact lineage.
Signal
↓
Validation
↓
Evidence
↓
Trust
↓
Attestation
↓
Replay Package
↓
Trust Intelligence
Historical artifacts remain immutable.
Replay reconstructs constitutional relationships.
157. Federation Participation
Federation-capable micro-engines exchange constitutional artifacts between ECOs.
Typical exchanged artifacts include:
- TG-VRES;
- VEVID;
- TOID;
- TVID;
- TG-ATTEST;
- TAID;
- TIID.
Federation never exchanges hidden runtime state.
158. Federation Responsibilities
Federation-capable micro-engines may perform:
- package preparation;
- signature verification;
- policy negotiation;
- trust reconciliation;
- provenance verification;
- artifact synchronization.
Responsibilities shall be explicitly declared.
159. Constitutional Federation Package
Federation exchanges governed constitutional packages.
Typical package contents include:
TAID
↓
TG-ATTEST
↓
Trust Objects
↓
Trust Vectors
↓
Replay References
↓
Telemetry References
Packages shall preserve provenance.
160. Cross-ECO Trust
Receiving ECOs shall evaluate foreign constitutional artifacts according to locally governed policies.
Receiving organizations shall preserve:
- originating TAID;
- originating TOID;
- originating TVID;
- issuing E-C-O™ Number;
- provenance;
- replay references.
Imported artifacts retain their original constitutional identity.
161. Federation Security
Federation-capable micro-engines shall support:
- cryptographic verification;
- signature validation;
- trust anchor verification;
- certificate validation;
- integrity verification;
- replay verification.
Security policies remain externally governed.
162. Replay Explainability
Replay shall remain explainable.
Replay explanations shall identify:
- executed MEIDs;
- constitutional stages;
- produced artifacts;
- applied policies;
- execution chronology;
- federation interactions.
Replay shall never rely upon hidden execution behaviour.
163. Federation Telemetry
Federation activities shall emit constitutional telemetry.
Minimum telemetry includes:
- Execution ID;
- MEID;
- originating ECO;
- receiving ECO;
- exchanged artifacts;
- federation status;
- timestamps;
- replay references.
Federation telemetry becomes part of constitutional lineage.
164. Replay Determinism
Replay shall produce constitutionally equivalent artifacts when supplied with identical:
- governed inputs;
- policy versions;
- execution contracts;
- engine versions;
- configuration.
Replay does not require identical infrastructure.
Only constitutional behaviour must remain equivalent.
165. Constitutional Constraints
Replay and federation integration shall satisfy the following requirements.
- Every replay shall preserve constitutional lineage.
- Every replay shall be deterministic.
- Replay shall reconstruct execution without reinterpretation.
- Federation shall exchange only governed artifacts.
- Imported artifacts shall preserve originating identities.
- Federation shall preserve provenance.
- Replay and federation shall emit constitutional telemetry.
- Replay and federation shall satisfy applicable constitutional invariants.
These constraints are normative.
166. Summary
The Replay & Federation Integration Model establishes replay and federation as first-class constitutional runtime capabilities.
By preserving deterministic execution history and enabling interoperable exchange of governed assurance artifacts between ECOs, the architecture ensures that constitutional truth can be reproduced, verified, and shared without compromising provenance, identity, or explainability.
The following part introduces the AI, Trust Intelligence & Constitutional Learning Model, describing how micro-engines contribute to explainable intelligence, continuous optimization, and the generation of constitutional trust intelligence (TG-INTEL / TIID).
Part 10 — AI, Trust Intelligence & Constitutional Learning
167. Purpose
The AI, Trust Intelligence & Constitutional Learning Model defines how TrustGate micro-engines contribute to explainable intelligence, continuous improvement, and constitutional learning while preserving deterministic execution, replayability, and constitutional governance.
Artificial Intelligence enhances constitutional execution.
It shall never redefine constitutional truth.
168. Constitutional Principle
Constitutional execution establishes truth.
Artificial Intelligence derives insight.
The relationship shall always remain:
Execution
↓
Evidence
↓
Trust
↓
Attestation
↓
Replay
↓
Intelligence
↓
Learning
↓
Recommendations
AI consumes constitutional truth.
AI does not create constitutional truth.
169. Separation of Responsibilities
The constitutional architecture separates operational execution from intelligence generation.
| Constitutional Layer | Responsibility |
|---|---|
| Validation | Establish compliance |
| Trust | Establish confidence |
| Attestation | Publish assurance |
| Replay | Preserve reproducibility |
| Intelligence | Generate explainable insight |
| Learning | Recommend future improvements |
Only the first four layers establish constitutional truth.
170. Constitutional Trust Intelligence
Trust Intelligence represents governed analytical knowledge derived from constitutional artifacts.
Trust Intelligence shall:
- preserve provenance;
- remain explainable;
- reference originating artifacts;
- remain reproducible;
- remain independently verifiable.
Trust Intelligence is published as TG-INTEL artifacts identified by TIIDs.
171. Trust Intelligence Generation
Trust Intelligence-capable micro-engines may consume:
- TG-VRES;
- VEVID;
- TOIDs;
- TVIDs;
- TG-ATTEST;
- Replay Packages;
- Federation Packages;
- Runtime Telemetry.
Generated intelligence shall always reference its constitutional sources.
172. Constitutional Learning
Constitutional Learning identifies opportunities to improve future executions.
Learning may recommend improvements to:
- validation rules;
- trust policies;
- orchestration strategies;
- replay efficiency;
- federation policies;
- anomaly detection;
- engine optimization;
- execution profiles.
Learning shall never modify historical constitutional artifacts.
173. AI Participation
Artificial Intelligence may participate in constitutional execution by providing advisory capabilities including:
- anomaly detection;
- confidence estimation;
- explainability generation;
- execution optimization;
- policy recommendations;
- trust trend analysis;
- federation analysis;
- replay optimization;
- rule recommendation;
- engine recommendation.
AI participation shall remain explicitly governed.
174. Advisory Role
AI recommendations are advisory.
They shall not automatically:
- approve validation;
- modify trust artifacts;
- generate attestations;
- alter replay history;
- overwrite constitutional identifiers;
- mutate historical artifacts.
Any automated adoption of AI recommendations shall require explicit governance policies.
175. Constitutional Explainability
Every AI-generated recommendation shall remain explainable.
Explainability shall include:
- originating constitutional artifacts;
- contributing telemetry;
- confidence estimates;
- recommendation rationale;
- producing MEIDs;
- model version;
- policy references.
Black-box recommendations are not constitutionally valid.
176. Trust Intelligence Lifecycle
Trust Intelligence participates in CALM.
Typical lifecycle:
Generated
↓
Reviewed
↓
Approved
↓
Published
↓
Superseded
↓
Archived
Historical intelligence artifacts remain immutable.
177. Continuous Learning Pipeline
Constitutional Learning operates continuously.
Execution
↓
Telemetry
↓
Replay
↓
Trust Intelligence
↓
Pattern Detection
↓
Recommendations
↓
Governed Improvement
Recommendations influence future executions rather than historical executions.
178. AI Telemetry
AI-assisted execution shall emit constitutional telemetry.
Minimum telemetry includes:
- Execution ID;
- MEID;
- TIID;
- AI model identifier;
- recommendation type;
- confidence estimate;
- timestamps;
- originating artifacts.
AI telemetry becomes part of constitutional lineage.
179. Federation Intelligence
Federated Trust Intelligence may consume intelligence artifacts issued by other ECOs.
Imported intelligence shall preserve:
- TIID;
- originating E-C-O™ Number;
- provenance;
- replay references;
- confidence metadata.
Receiving ECOs remain responsible for accepting or rejecting external intelligence.
180. Constitutional Safety
Artificial Intelligence shall never:
- alter constitutional identifiers;
- invalidate replay;
- modify published attestations;
- overwrite trust artifacts;
- bypass validation;
- bypass governance policies.
Constitutional execution always takes precedence over AI recommendations.
181. Human Governance
Governed authorities remain responsible for:
- approving AI recommendations;
- publishing new validation rules;
- updating trust policies;
- approving engine upgrades;
- authorizing execution profiles;
- governing constitutional evolution.
AI supports governance.
It does not replace governance.
182. Future Learning
Future constitutional learning may support:
- self-optimizing orchestration;
- adaptive replay strategies;
- automated rule discovery;
- federation optimization;
- execution profile recommendations;
- predictive trust intelligence;
- constitutional simulations.
Such capabilities shall remain governed by constitutional policy.
183. Constitutional Constraints
AI, Trust Intelligence & Constitutional Learning shall satisfy the following requirements.
- AI shall consume constitutional artifacts.
- AI shall preserve constitutional lineage.
- AI recommendations shall remain explainable.
- AI shall never modify historical constitutional artifacts.
- Intelligence shall preserve provenance.
- Learning shall influence future executions only.
- AI participation shall emit constitutional telemetry.
- AI participation shall satisfy applicable constitutional invariants.
These constraints are normative.
184. Summary
The AI, Trust Intelligence & Constitutional Learning Model defines how TrustGate transforms constitutional assurance into explainable intelligence while preserving determinism, replayability, and governance.
By separating constitutional execution from analytical reasoning, the architecture enables continuous improvement without compromising the integrity of historical truth. Validation, trust, attestation, and replay establish immutable constitutional facts, while Trust Intelligence and AI derive governed insight that informs future policy, orchestration, and optimization.
The following part introduces the Canonical Persistence Architecture (CPA) Integration, describing how micro-engines, execution metadata, constitutional artifacts, and runtime telemetry are persisted, queried, and exposed through SQL schemas and APIs.
Part 11 — Persistence, SQL & APIs (Canonical Persistence Architecture)
185. Purpose
The Canonical Persistence Architecture (CPA) defines how TrustGate micro-engines persist constitutional artifacts, execution metadata, telemetry, and runtime state.
CPA separates constitutional information from implementation-specific storage technologies while ensuring deterministic replay, explainability, federation interoperability, and long-term governance.
Persistence is a constitutional responsibility.
Storage technology is an implementation decision.
186. Constitutional Principle
Every constitutional artifact shall possess a canonical persistent representation.
Persistence shall preserve:
- identity;
- provenance;
- lineage;
- immutability;
- replayability;
- explainability.
Persistence shall never alter constitutional meaning.
187. Relationship to CIA
Canonical Identity Architecture governs identity.
Canonical Persistence Architecture governs storage.
CIA
↓
Identity
↓
CPA
↓
Persistence
↓
Replay
↓
Federation
Identity remains independent of persistence technology.
188. Constitutional Persistence Layers
TrustGate persistence is organized into constitutional layers.
| Layer | Responsibility |
|---|---|
| Registry | Canonical definitions |
| Runtime | Execution state |
| Artifacts | Constitutional outputs |
| Telemetry | Observability |
| Replay | Deterministic reconstruction |
| Intelligence | Analytical knowledge |
Each layer may be implemented independently.
189. Canonical SQL Schema
The canonical SQL schema organizes constitutional persistence into governed domains.
Example schema:
zar.validation_*
zar.trust_*
zar.attestation_*
zar.replay_*
zar.signal_*
zar.telemetry_*
zar.registry_*
Additional domains may be introduced through constitutional governance.
190. Registry Persistence
Canonical registries shall persist governed definitions rather than runtime information.
Examples include:
- validation_rule_registry;
- trust_vector_registry;
- trust_object_registry;
- trust_intelligence_registry;
- uso_type_registry;
- invariant_registry.
Registries represent constitutional truth.
191. Runtime Persistence
Runtime persistence records execution history.
Typical runtime tables include:
- uso_instance;
- trustgate_telemetry_event;
- uso_trustgate_telemetry_binding;
- replay execution records;
- execution contexts.
Runtime persistence preserves constitutional lineage.
192. Artifact Persistence
Constitutional artifacts shall be stored independently.
Examples include:
| Artifact | Canonical Identifier |
|---|---|
| Signal | CSI |
| Validation Result | TG-VRES |
| Validation Evidence | VEVID |
| Trust Object | TOID |
| Trust Vector | TVID |
| Attestation | TAID |
| Trust Intelligence | TIID |
Artifacts remain immutable after publication.
193. Registry Relationships
CPA preserves constitutional relationships without duplicating meaning.
Example relationships include:
VRID
↓
TG-VRES
↓
VEVID
↓
TOID
↓
TVID
↓
TAID
↓
TIID
Relationships are persisted explicitly.
194. API Principles
Every constitutional artifact shall be accessible through governed APIs.
APIs shall expose:
- immutable identifiers;
- canonical metadata;
- lifecycle state;
- lineage;
- replay references;
- federation references.
APIs expose constitutional information rather than internal implementation details.
195. API Design
Canonical APIs should follow resource-oriented principles.
Typical endpoints include:
/api/signals
/api/validation
/api/trust
/api/attestations
/api/replay
/api/intelligence
/api/micro-engines
/api/registries
Equivalent GraphQL or event-based interfaces are constitutionally equivalent.
196. Query Model
Queries shall preserve constitutional identity.
Typical query mechanisms include:
- CSI lookup;
- USO lookup;
- VRID lookup;
- MEID lookup;
- TOID lookup;
- TVID lookup;
- TAID lookup;
- TIID lookup.
Identifiers remain globally unique.
197. Versioning
Persisted constitutional artifacts shall preserve:
- schema version;
- policy version;
- engine version;
- execution profile (XPID, when implemented);
- replay version.
Historical versions shall remain queryable.
198. Persistence of Telemetry
Telemetry persistence shall include:
- Execution ID;
- MEID;
- EID;
- XPID (when applicable);
- timestamps;
- consumed artifacts;
- produced artifacts;
- execution duration;
- replay references.
Telemetry forms part of constitutional history.
199. Persistence of Replay
Replay persistence shall preserve:
- execution chronology;
- runtime context;
- policy versions;
- execution contracts;
- telemetry;
- artifact references.
Replay packages may be stored independently from operational runtime data.
200. Persistence of Federation
Federated persistence shall preserve:
- originating E-C-O™ Number;
- foreign identifiers;
- provenance;
- signatures;
- replay references;
- federation metadata.
Imported artifacts shall retain their originating constitutional identities.
201. Persistence Security
CPA shall support:
- immutable storage;
- cryptographic integrity;
- access control;
- audit logging;
- retention policies;
- archival strategies.
Security mechanisms remain implementation independent.
202. Technology Independence
CPA does not prescribe storage technology.
Implementations may use:
- PostgreSQL;
- distributed SQL;
- document databases;
- graph databases;
- object storage;
- immutable ledgers.
Constitutional behaviour shall remain equivalent.
203. Constitutional Constraints
Canonical Persistence Architecture shall satisfy the following requirements.
- Every constitutional artifact shall possess a persistent representation.
- Identity shall remain independent of storage technology.
- Historical artifacts shall remain immutable.
- Relationships shall preserve lineage.
- Persistence shall support deterministic replay.
- APIs shall expose constitutional identifiers.
- Persistence shall preserve provenance.
- CPA shall satisfy applicable constitutional invariants.
These constraints are normative.
204. Summary
The Canonical Persistence Architecture establishes how TrustGate persists constitutional artifacts independently of implementation technology.
By separating identity from storage while preserving provenance, lineage, replayability, and interoperability, CPA ensures that constitutional information remains durable, explainable, and verifiable throughout its lifecycle.
The following part introduces the Conformance & Reference Invariants, defining the constitutional rules that every TrustGate micro-engine, registry, execution pipeline, and persistence implementation shall satisfy.
Part 12 — Conformance & Reference Invariants
205. Purpose
This chapter defines the constitutional conformance requirements and reference invariants governing the TrustGate Micro Engine Catalog.
These requirements ensure that every implementation preserves constitutional identity, deterministic behaviour, interoperability, explainability, replayability, and long-term governance regardless of implementation technology.
Conformance is measured against constitutional behaviour rather than software implementation.
206. Constitutional Principle
Every TrustGate implementation shall preserve identical constitutional behaviour.
Implementations may differ internally.
They shall not differ constitutionally.
207. Conformance Levels
Implementations may declare one of the following conformance levels.
| Level | Description |
|---|---|
| TG-C1 | Core constitutional conformance |
| TG-C2 | Replay-capable implementation |
| TG-C3 | Federation-capable implementation |
| TG-C4 | Full constitutional implementation |
Higher conformance levels include all requirements of preceding levels.
208. Constitutional Identity Invariants
Every implementation shall preserve the Canonical Identity Architecture (CIA).
The following identifiers shall remain immutable:
- EID
- MEID
- CMI
- CSI
- USO ID
- VRID
- VEVID
- TOID
- TVID
- TAID
- TIID
Identifiers shall never be reassigned.
209. Execution Invariants
Every constitutional execution shall satisfy the following properties.
- deterministic;
- explainable;
- attributable;
- replayable;
- observable;
- version-aware.
Execution behaviour shall remain constitutionally equivalent across implementations.
210. Registry Invariants
Every registered micro-engine shall:
- possess a unique MEID;
- belong to exactly one EID;
- declare constitutional responsibilities;
- publish execution contracts;
- participate in CALM;
- preserve version history.
Registry integrity shall remain verifiable.
211. Validation Invariants
Validation implementations shall ensure that:
- every execution references governed VRIDs;
- every validation produces TG-VRES;
- every validation generates VEVID;
- validation remains deterministic;
- validation preserves replay compatibility.
Validation rules shall remain externally governed.
212. Trust Invariants
Trust implementations shall ensure that:
- every Trust Object references constitutional evidence;
- every Trust Vector preserves provenance;
- trust policies remain externally governed;
- trust computation remains explainable;
- trust artifacts remain immutable after publication.
Trust shall never replace validation.
213. Attestation Invariants
Attestation implementations shall ensure that:
- every TG-ATTEST possesses a unique TAID;
- attestations preserve constitutional lineage;
- signatures remain verifiable;
- attestation supports replay;
- federation preserves originating identities.
Published attestations shall never be modified.
214. Replay Invariants
Replay implementations shall guarantee that identical governed inputs produce constitutionally equivalent outputs.
Replay shall preserve:
- execution order;
- policy versions;
- execution contracts;
- artifact lineage;
- telemetry;
- provenance.
Replay reconstructs constitutional behaviour rather than software internals.
215. Federation Invariants
Federation implementations shall preserve:
- originating E-C-O™ Number;
- constitutional identifiers;
- provenance;
- signatures;
- replay references;
- assurance lineage.
Imported artifacts shall retain their original constitutional identities.
216. Intelligence Invariants
AI-assisted implementations shall ensure that:
- AI consumes constitutional artifacts;
- AI recommendations remain explainable;
- AI never alters historical constitutional artifacts;
- intelligence preserves provenance;
- learning influences future execution only.
Constitutional truth always takes precedence over analytical inference.
217. Persistence Invariants
Canonical Persistence Architecture (CPA) implementations shall ensure that:
- constitutional identity remains independent of storage technology;
- historical artifacts remain immutable;
- lineage remains queryable;
- provenance remains intact;
- replay remains supported.
Persistence technologies may evolve without altering constitutional behaviour.
218. API Invariants
Every constitutional API shall expose:
- canonical identifiers;
- constitutional metadata;
- lifecycle state;
- lineage;
- provenance;
- replay references.
APIs shall never expose implementation-specific behaviour as constitutional truth.
219. Telemetry Invariants
Every constitutional execution shall emit governed telemetry.
Telemetry shall preserve:
- execution identity;
- responsible MEID;
- timestamps;
- produced artifacts;
- replay references;
- execution status.
Telemetry becomes part of constitutional history.
220. Lifecycle Invariants
Every governed artifact shall participate in CALM.
Lifecycle transitions shall be:
- governed;
- auditable;
- version-aware;
- historically preserved.
Historical lifecycle states shall never be destroyed.
221. Technology Independence
Constitutional behaviour shall remain independent of:
- programming language;
- database technology;
- deployment architecture;
- cloud provider;
- messaging platform;
- orchestration engine.
Only constitutional behaviour is normative.
222. Constitutional Compliance
An implementation conforms to the TrustGate Micro Engine Catalog if it:
- preserves constitutional identity;
- executes governed responsibilities;
- maintains deterministic behaviour;
- supports replay;
- preserves provenance;
- emits constitutional telemetry;
- satisfies all applicable constitutional invariants.
Conformance shall be evaluated against behaviour rather than implementation.
223. Relationship to the Invariant Registry
The constitutional requirements defined in this specification establish invariant families.
Machine-readable invariant definitions are maintained separately within the ZAR Invariant Registry.
The Invariant Registry provides:
- invariant identifiers;
- canonical titles;
- normative descriptions;
- severity classifications;
- applicability;
- validation mappings;
- lifecycle state;
- implementation guidance.
The registry is the authoritative operational source for invariant governance, while this specification defines the normative architectural requirements.
224. Relationship to Other Constitutional Frameworks
The TrustGate Micro Engine Catalog conforms to and complements the following constitutional frameworks:
- CIA — Canonical Identity Architecture
- CALM — Canonical Artifact Lifecycle Model
- CPA — Canonical Persistence Architecture
- CEP — Canonical Execution Pipeline
- CAC — Constitutional Assurance Chain (planned)
- CRA — Canonical Replay Architecture (planned)
- CIL — Constitutional Intelligence Lifecycle (planned)
Together these frameworks define the constitutional operating model of the ZAYAZ platform.
225. Summary
The Conformance & Reference Invariants define the constitutional guarantees that every TrustGate implementation shall uphold.
By separating normative architectural behaviour from implementation technology and by aligning with the ZAR Invariant Registry, these requirements ensure that every micro-engine, execution pipeline, registry, artifact, and federation exchange remains deterministic, explainable, interoperable, and future-proof.
The following part concludes the specification with Appendices & Reference Catalogs, providing normative reference tables, identifier summaries, registry overviews, and implementation guidance.