# AMPEL360-SPACE-T — Manned Space Vehicle Platform

This project defines the complete lifecycle data and operational architecture for the **AMPEL360-SPACE-T** (Manned Space Transport) platform, targeting human-rating and tourism. It emphasizes advanced PLM for extreme environments and suborbital/orbital trajectory optimization.

## Core Architectural Layers
The project utilizes the unified Domain → Process → ATA framework.

| Layer | Focus Area | TFA Reference Flow |
| :--- | :--- | :--- |
| **DOMAINS** | AAA, AAP, CCC, CQH, DDD, EDI, EEE, EER, IIF, IIS, LCC, LIB, MEC, OOO, PPP | Technical Data, Models, Specs |
| **PLM (CAx)** | CAD, CAE, CAO, CAM, CAI, CAV, CAS, CMP | Process Execution & Data Management |
| **TFA Flow** | Canonical computational sequence ensuring data integrity and optimization. | **QS → FWD → UE → FE → CB → QB** |

## Traceability & Compliance
All artifacts must include a **UTCS record** for indexing (`governance/UTCS/`).
Compliance documents must meet the **MAL-EEM** checklist and include hazard-log entries where applicable.

## Product Variant
- **Canonical Name:** `plus`
- **Path:** `products/ampel360-space-t/variants/plus/`

## Service Mappings
- **MAL-SERVICES:** AI/ML models for trajectory optimization and real-time failure prediction in space.
- **MAP-SERVICES:** Management and planning tailored for crewed space operations.

## 📖 Glossary of Terms and Acronyms

| Acronym/Term | Category | Definition |
| :--- | :--- | :--- |
| **AAA** | Domain | Airframes, Aerodynamics, Airworthiness: Covers structural design, flight physics, and regulatory compliance. |
| **AAP** | Domain | Airport Adaptable Platforms: Covers compatibility and operational readiness with various ground infrastructure systems. |
| **CCC** | Domain | Cockpit, Cabin, Cargo: Covers HMI, passenger experience (PAx), and payload management systems. |
| **CQH** | Domain | Cryogenics, Quantum, H2: Covers extreme temperature fluid storage (Hydrogen), and integrated quantum hardware/software. |
| **DDD** | Domain | Drainage, Dehumidification, Drying: Covers environmental control, moisture management, and fluid drainage systems. |
| **EDI** | Domain | Electronics, Digital, Instruments: Covers digital systems, avionics, sensors, and flight instrumentation. |
| **EEE** | Domain | Electrical, Endotransponders, Circulation: Covers power generation, distribution, transponders, and circulation mechanics. |
| **EER** | Domain | Environmental, Emissions, Remediation: Covers ecological impact, noise, emissions, and sustainable practices. |
| **IIF** | Domain | Industrial Infrastructure, Facilities: Covers manufacturing plants, tooling, and maintenance facilities requirements. |
| **IIS** | Domain | Information, Intelligence, Systems: Covers data management, advanced analytics, AI, and operational intelligence. |
| **LCC** | Domain | Linkages, Control, Communications: Covers mechanical linkages, control laws, and internal/external communication systems. |
| **LIB** | Domain | Logistics, Inventory, Blockchain: Covers supply chain management, spares inventory, and decentralized ledger technology (DLT) for provenance. |
| **MEC** | Domain | Mechanical Systems, Modules: Covers non-propulsive mechanical components (hydraulics, landing gear, actuators). |
| **OOO** | Domain | OS, Ontologies, Office Interfaces: Covers operating system requirements, data semantics (ontologies), and enterprise IT integration. |
| **PPP** | Domain | Propulsion, Fuel Systems: Covers engines, motors, energy generation, and fuel management (including H₂). |
| **---** | **PLM/CAx** | **---** |
| **CAD** | CAx | Computer-Aided Design: Geometric modeling, parts, and assemblies. |
| **CAE** | CAx | Computer-Aided Engineering: Simulation and analysis (CFD, FEM, MBD, EMI). |
| **CAO** | CAx | Computer-Aided Optimization: Requirements management and early-stage systems engineering. |
| **CAM** | CAx | Computer-Aided Manufacturing: NC programming, toolpath generation, and machining setup. |
| **CAI** | CAx | Computer-Aided Integration: Assembly planning, installation procedures, and interface control. |
| **CAV** | CAx | Computer-Aided Verification: Quality assurance, metrology, inspection planning, and certification evidence. |
| **CAS** | CAx | Customer Aftermarket Service: Maintenance (AMM), repair (SRM), spare parts (IPD), and in-service data (EIS). |
| **CMP** | CAx | Compliance/Corporate Management: EOL, ESG, process automation, and digital thread management (CAP). |
| **---** | **TFA/MAL** | **---** |
| **TFA** | Architecture | Technology and Functional Architecture: The core underlying system design integrating classical and quantum-inspired computational layers. |
| **QS** | TFA Flow | **Quantum Superposition State (QS):** The initial, probabilistic, high-dimensional state space defining all possible solutions and operational scenarios. Used for massive data provenance. |
| **FWD** | TFA Flow | **Forward Wave Dynamics (FWD):** The analysis layer responsible for predictability, uncertainty management, and high-level decision framing based on modeling the propagation of possibilities from the QS. |
| **UE** | TFA Flow | **Unit/Unique Element (UE):** The point where the 'wave function collapses.' It represents a specific, verifiable, and deterministic snapshot of a component or system state for classical processing. |
| **FE** | TFA Flow | **Federation Entanglement (FE):** The decision chain mechanism linking and coordinating multiple UEs. Ensures coordinated, traceable decision-making across distributed elements. |
| **CB** | TFA Flow | **Classical Bit / Solver (CB):** The deterministic layer utilizing classical processing and algorithms (e.g., MILP, GA) to enforce known physical constraints. |
| **QB** | TFA Flow | **Qubit Inspired Solver (QB):** The core optimization engine utilizing quantum or quantum-inspired methods (e.g., QUBO, QAOA) to find optimal solutions within the constrained space defined by the CB layer. |
| **MAL-EEM** | Policy | Machine Learning **Ethics, Empathy, Explainability**, and Mitigation: Mandatory checklist ensuring human-centric design, transparency, and risk management for ML models. |
| **UTCS** | Policy | Universal Traceability and Certification Standard: System used to index all artifacts to requirements and evidence. |

# ASI-T2-INTELLIGENCE — Advanced Intelligence and Information Systems

This project establishes the foundation for T2 operational intelligence systems that manage and augment the AMPEL360 product lines. Its primary function is providing integrated intelligence and adaptive control leveraging quantum-enhanced capability across all domains.

## Core Architectural Layers
The project utilizes the unified Domain → Process → ATA framework.

| Layer | Focus Area | TFA Reference Flow |
| :--- | :--- | :--- |
| **DOMAINS** | AAA, AAP, CCC, CQH, DDD, EDI, EEE, EER, IIF, IIS, LCC, LIB, MEC, OOO, PPP | Intelligence Model Application |
| **PLM (CAx)** | CAD, CAE, CAO, CAM, CAI, CAV, CAS, CMP | Data Consumption & Decision Support |
| **TFA Flow** | Canonical computational sequence ensuring data integrity and optimization. | **QS → FWD → UE → FE → CB → QB** |

## Traceability & Compliance
All generated intelligence artifacts must include a **UTCS record** for indexing (`governance/UTCS/`).
All intelligence models must meet the **MAL-EEM** checklist (Ethics, Empathy, Explainability, Mitigation) and contribute to hazard-log entries where new risks are identified.

## Service Mappings
- **MAL-SERVICES:** Core AI/ML services for deep analysis and adaptive decision-making.
- **MAP-SERVICES:** Intelligence-driven management and planning services.

## 📖 Glossary of Terms and Acronyms

| Acronym/Term | Category | Definition |
| :--- | :--- | :--- |
| **AAA** | Domain | Airframes, Aerodynamics, Airworthiness: Covers structural design, flight physics, and regulatory compliance. |
| **AAP** | Domain | Airport Adaptable Platforms: Covers compatibility and operational readiness with various ground infrastructure systems. |
| **CCC** | Domain | Cockpit, Cabin, Cargo: Covers HMI, passenger experience (PAx), and payload management systems. |
| **CQH** | Domain | Cryogenics, Quantum, H2: Covers extreme temperature fluid storage (Hydrogen), and integrated quantum hardware/software. |
| **DDD** | Domain | Drainage, Dehumidification, Drying: Covers environmental control, moisture management, and fluid drainage systems. |
| **EDI** | Domain | Electronics, Digital, Instruments: Covers digital systems, avionics, sensors, and flight instrumentation. |
| **EEE** | Domain | Electrical, Endotransponders, Circulation: Covers power generation, distribution, transponders, and circulation mechanics. |
| **EER** | Domain | Environmental, Emissions, Remediation: Covers ecological impact, noise, emissions, and sustainable practices. |
| **IIF** | Domain | Industrial Infrastructure, Facilities: Covers manufacturing plants, tooling, and maintenance facilities requirements. |
| **IIS** | Domain | Information, Intelligence, Systems: Covers data management, advanced analytics, AI, and operational intelligence. |
| **LCC** | Domain | Linkages, Control, Communications: Covers mechanical linkages, control laws, and internal/external communication systems. |
| **LIB** | Domain | Logistics, Inventory, Blockchain: Covers supply chain management, spares inventory, and decentralized ledger technology (DLT) for provenance. |
| **MEC** | Domain | Mechanical Systems, Modules: Covers non-propulsive mechanical components (hydraulics, landing gear, actuators). |
| **OOO** | Domain | OS, Ontologies, Office Interfaces: Covers operating system requirements, data semantics (ontologies), and enterprise IT integration. |
| **PPP** | Domain | Propulsion, Fuel Systems: Covers engines, motors, energy generation, and fuel management (including H₂). |
| **---** | **PLM/CAx** | **---** |
| **CAD** | CAx | Computer-Aided Design: Geometric modeling, parts, and assemblies. |
| **CAE** | CAx | Computer-Aided Engineering: Simulation and analysis (CFD, FEM, MBD, EMI). |
| **CAO** | CAx | Computer-Aided Optimization: Requirements management and early-stage systems engineering. |
| **CAM** | CAx | Computer-Aided Manufacturing: NC programming, toolpath generation, and machining setup. |
| **CAI** | CAx | Computer-Aided Integration: Assembly planning, installation procedures, and interface control. |
| **CAV** | CAx | Computer-Aided Verification: Quality assurance, metrology, inspection planning, and certification evidence. |
| **CAS** | CAx | Customer Aftermarket Service: Maintenance (AMM), repair (SRM), spare parts (IPD), and in-service data (EIS). |
| **CMP** | CAx | Compliance/Corporate Management: EOL, ESG, process automation, and digital thread management (CAP). |
| **---** | **TFA/MAL** | **---** |
| **TFA** | Architecture | Technology and Functional Architecture: The core underlying system design integrating classical and quantum-inspired computational layers. |
| **QS** | TFA Flow | **Quantum Superposition State (QS):** The initial, probabilistic, high-dimensional state space defining all possible solutions and operational scenarios. Used for massive data provenance. |
| **FWD** | TFA Flow | **Forward Wave Dynamics (FWD):** The analysis layer responsible for predictability, uncertainty management, and high-level decision framing based on modeling the propagation of possibilities from the QS. |
| **UE** | TFA Flow | **Unit/Unique Element (UE):** The point where the 'wave function collapses.' It represents a specific, verifiable, and deterministic snapshot of a component or system state for classical processing. |
| **FE** | TFA Flow | **Federation Entanglement (FE):** The decision chain mechanism linking and coordinating multiple UEs. Ensures coordinated, traceable decision-making across distributed elements. |
| **CB** | TFA Flow | **Classical Bit / Solver (CB):** The deterministic layer utilizing classical processing and algorithms (e.g., MILP, GA) to enforce known physical constraints. |
| **QB** | TFA Flow | **Qubit Inspired Solver (QB):** The core optimization engine utilizing quantum or quantum-inspired methods (e.g., QUBO, QAOA) to find optimal solutions within the constrained space defined by the CB layer. |
| **MAL-EEM** | Policy | Machine Learning **Ethics, Empathy, Explainability**, and Mitigation: Mandatory checklist ensuring human-centric design, transparency, and risk management for ML models. |
| **UTCS** | Policy | Universal Traceability and Certification Standard: System used to index all artifacts to requirements and evidence. |

# GAIA-AIR-UNMANNED — Unmanned Air Vehicle (UAV) Platform

This project documents the complete lifecycle management and operational framework for the GAIA Unmanned Air Vehicle, focusing on lean, agile development, and maximizing autonomous mission capability.

## Core Architectural Layers
The project utilizes the unified Domain → Process → ATA framework.

| Layer | Focus Area | TFA Reference Flow |
| :--- | :--- | :--- |
| **DOMAINS** | AAA, AAP, CCC, CQH, DDD, EDI, EEE, EER, IIF, IIS, LCC, LIB, MEC, OOO, PPP | Technical Data, Models, Specs |
| **PLM (CAx)** | CAD, CAE, CAO, CAM, CAI, CAV, CAS, CMP | Process Execution & Data Management |
| **TFA Flow** | Canonical computational sequence ensuring data integrity and optimization. | **QS → FWD → UE → FE → CB → QB** |

## Traceability & Compliance
All artifacts must include a **UTCS record** for indexing (`governance/UTCS/`).
Compliance documents must meet the **MAL-EEM** checklist (especially for autonomous decision models) and include hazard-log entries where applicable.

## Service Mappings
- **MAL-SERVICES:** AI/ML models specialized for autonomous operation, navigation, and mission forecasting.
- **MAP-SERVICES:** Management and planning services optimized for UAV fleet management.

## 📖 Glossary of Terms and Acronyms

| Acronym/Term | Category | Definition |
| :--- | :--- | :--- |
| **AAA** | Domain | Airframes, Aerodynamics, Airworthiness: Covers structural design, flight physics, and regulatory compliance. |
| **AAP** | Domain | Airport Adaptable Platforms: Covers compatibility and operational readiness with various ground infrastructure systems. |
| **CCC** | Domain | Cockpit, Cabin, Cargo: Covers HMI, passenger experience (PAx), and payload management systems. |
| **CQH** | Domain | Cryogenics, Quantum, H2: Covers extreme temperature fluid storage (Hydrogen), and integrated quantum hardware/software. |
| **DDD** | Domain | Drainage, Dehumidification, Drying: Covers environmental control, moisture management, and fluid drainage systems. |
| **EDI** | Domain | Electronics, Digital, Instruments: Covers digital systems, avionics, sensors, and flight instrumentation. |
| **EEE** | Domain | Electrical, Endotransponders, Circulation: Covers power generation, distribution, transponders, and circulation mechanics. |
| **EER** | Domain | Environmental, Emissions, Remediation: Covers ecological impact, noise, emissions, and sustainable practices. |
| **IIF** | Domain | Industrial Infrastructure, Facilities: Covers manufacturing plants, tooling, and maintenance facilities requirements. |
| **IIS** | Domain | Information, Intelligence, Systems: Covers data management, advanced analytics, AI, and operational intelligence. |
| **LCC** | Domain | Linkages, Control, Communications: Covers mechanical linkages, control laws, and internal/external communication systems. |
| **LIB** | Domain | Logistics, Inventory, Blockchain: Covers supply chain management, spares inventory, and decentralized ledger technology (DLT) for provenance. |
| **MEC** | Domain | Mechanical Systems, Modules: Covers non-propulsive mechanical components (hydraulics, landing gear, actuators). |
| **OOO** | Domain | OS, Ontologies, Office Interfaces: Covers operating system requirements, data semantics (ontologies), and enterprise IT integration. |
| **PPP** | Domain | Propulsion, Fuel Systems: Covers engines, motors, energy generation, and fuel management (including H₂). |
| **---** | **PLM/CAx** | **---** |
| **CAD** | CAx | Computer-Aided Design: Geometric modeling, parts, and assemblies. |
| **CAE** | CAx | Computer-Aided Engineering: Simulation and analysis (CFD, FEM, MBD, EMI). |
| **CAO** | CAx | Computer-Aided Optimization: Requirements management and early-stage systems engineering. |
| **CAM** | CAx | Computer-Aided Manufacturing: NC programming, toolpath generation, and machining setup. |
| **CAI** | CAx | Computer-Aided Integration: Assembly planning, installation procedures, and interface control. |
| **CAV** | CAx | Computer-Aided Verification: Quality assurance, metrology, inspection planning, and certification evidence. |
| **CAS** | CAx | Customer Aftermarket Service: Maintenance (AMM), repair (SRM), spare parts (IPD), and in-service data (EIS). |
| **CMP** | CAx | Compliance/Corporate Management: EOL, ESG, process automation, and digital thread management (CAP). |
| **---** | **TFA/MAL** | **---** |
| **TFA** | Architecture | Technology and Functional Architecture: The core underlying system design integrating classical and quantum-inspired computational layers. |
| **QS** | TFA Flow | **Quantum Superposition State (QS):** The initial, probabilistic, high-dimensional state space defining all possible solutions and operational scenarios. Used for massive data provenance. |
| **FWD** | TFA Flow | **Forward Wave Dynamics (FWD):** The analysis layer responsible for predictability, uncertainty management, and high-level decision framing based on modeling the propagation of possibilities from the QS. |
| **UE** | TFA Flow | **Unit/Unique Element (UE):** The point where the 'wave function collapses.' It represents a specific, verifiable, and deterministic snapshot of a component or system state for classical processing. |
| **FE** | TFA Flow | **Federation Entanglement (FE):** The decision chain mechanism linking and coordinating multiple UEs. Ensures coordinated, traceable decision-making across distributed elements. |
| **CB** | TFA Flow | **Classical Bit / Solver (CB):** The deterministic layer utilizing classical processing and algorithms (e.g., MILP, GA) to enforce known physical constraints. |
| **QB** | TFA Flow | **Qubit Inspired Solver (QB):** The core optimization engine utilizing quantum or quantum-inspired methods (e.g., QUBO, QAOA) to find optimal solutions within the constrained space defined by the CB layer. |
| **MAL-EEM** | Policy | Machine Learning **Ethics, Empathy, Explainability**, and Mitigation: Mandatory checklist ensuring human-centric design, transparency, and risk management for ML models. |
| **UTCS** | Policy | Universal Traceability and Certification Standard: System used to index all artifacts to requirements and evidence. |

# GAIA-GROUND-RETAILS — Ground & Retail Logistics Platform

This project documents the application of the GAIA technical stack to ground-based assets and retail logistics supply chains, with heavy emphasis on inventory, infrastructure, and complex distribution optimization.

## Core Architectural Layers
The project utilizes the unified Domain → Process → ATA framework.

| Layer | Focus Area | TFA Reference Flow |
| :--- | :--- | :--- |
| **DOMAINS** | AAA, AAP, CCC, CQH, DDD, EDI, EEE, EER, IIF, IIS, LCC, LIB, MEC, OOO, PPP | Technical Data, Models, Specs |
| **PLM (CAx)** | CAD, CAE, CAO, CAM, CAI, CAV, CAS, CMP | Logistics and Infrastructure Management |
| **TFA Flow** | Canonical computational sequence ensuring data integrity and optimization. | **QS → FWD → UE → FE → CB → QB** |

## Traceability & Compliance
All inventory and transaction records must include a **UTCS record** for indexing (`governance/UTCS/`).
Optimization models must meet the **MAL-EEM** checklist and relevant safety/compliance logs.

## Service Mappings
- **MAL-SERVICES:** AI/ML models for logistics network optimization and demand forecasting.
- **MAP-SERVICES:** Management services dedicated to retail supply chain planning and infrastructure lifecycle.

## 📖 Glossary of Terms and Acronyms

| Acronym/Term | Category | Definition |
| :--- | :--- | :--- |
| **AAA** | Domain | Airframes, Aerodynamics, Airworthiness: Covers structural design, flight physics, and regulatory compliance. |
| **AAP** | Domain | Airport Adaptable Platforms: Covers compatibility and operational readiness with various ground infrastructure systems. |
| **CCC** | Domain | Cockpit, Cabin, Cargo: Covers HMI, passenger experience (PAx), and payload management systems. |
| **CQH** | Domain | Cryogenics, Quantum, H2: Covers extreme temperature fluid storage (Hydrogen), and integrated quantum hardware/software. |
| **DDD** | Domain | Drainage, Dehumidification, Drying: Covers environmental control, moisture management, and fluid drainage systems. |
| **EDI** | Domain | Electronics, Digital, Instruments: Covers digital systems, avionics, sensors, and flight instrumentation. |
| **EEE** | Domain | Electrical, Endotransponders, Circulation: Covers power generation, distribution, transponders, and circulation mechanics. |
| **EER** | Domain | Environmental, Emissions, Remediation: Covers ecological impact, noise, emissions, and sustainable practices. |
| **IIF** | Domain | Industrial Infrastructure, Facilities: Covers manufacturing plants, tooling, and maintenance facilities requirements. |
| **IIS** | Domain | Information, Intelligence, Systems: Covers data management, advanced analytics, AI, and operational intelligence. |
| **LCC** | Domain | Linkages, Control, Communications: Covers mechanical linkages, control laws, and internal/external communication systems. |
| **LIB** | Domain | Logistics, Inventory, Blockchain: Covers supply chain management, spares inventory, and decentralized ledger technology (DLT) for provenance. |
| **MEC** | Domain | Mechanical Systems, Modules: Covers non-propulsive mechanical components (hydraulics, landing gear, actuators). |
| **OOO** | Domain | OS, Ontologies, Office Interfaces: Covers operating system requirements, data semantics (ontologies), and enterprise IT integration. |
| **PPP** | Domain | Propulsion, Fuel Systems: Covers engines, motors, energy generation, and fuel management (including H₂). |
| **---** | **PLM/CAx** | **---** |
| **CAD** | CAx | Computer-Aided Design: Geometric modeling, parts, and assemblies. |
| **CAE** | CAx | Computer-Aided Engineering: Simulation and analysis (CFD, FEM, MBD, EMI). |
| **CAO** | CAx | Computer-Aided Optimization: Requirements management and early-stage systems engineering. |
| **CAM** | CAx | Computer-Aided Manufacturing: NC programming, toolpath generation, and machining setup. |
| **CAI** | CAx | Computer-Aided Integration: Assembly planning, installation procedures, and interface control. |
| **CAV** | CAx | Computer-Aided Verification: Quality assurance, metrology, inspection planning, and certification evidence. |
| **CAS** | CAx | Customer Aftermarket Service: Maintenance (AMM), repair (SRM), spare parts (IPD), and in-service data (EIS). |
| **CMP** | CAx | Compliance/Corporate Management: EOL, ESG, process automation, and digital thread management (CAP). |
| **---** | **TFA/MAL** | **---** |
| **TFA** | Architecture | Technology and Functional Architecture: The core underlying system design integrating classical and quantum-inspired computational layers. |
| **QS** | TFA Flow | **Quantum Superposition State (QS):** The initial, probabilistic, high-dimensional state space defining all possible solutions and operational scenarios. Used for massive data provenance. |
| **FWD** | TFA Flow | **Forward Wave Dynamics (FWD):** The analysis layer responsible for predictability, uncertainty management, and high-level decision framing based on modeling the propagation of possibilities from the QS. |
| **UE** | TFA Flow | **Unit/Unique Element (UE):** The point where the 'wave function collapses.' It represents a specific, verifiable, and deterministic snapshot of a component or system state for classical processing. |
| **FE** | TFA Flow | **Federation Entanglement (FE):** The decision chain mechanism linking and coordinating multiple UEs. Ensures coordinated, traceable decision-making across distributed elements. |
| **CB** | TFA Flow | **Classical Bit / Solver (CB):** The deterministic layer utilizing classical processing and algorithms (e.g., MILP, GA) to enforce known physical constraints. |
| **QB** | TFA Flow | **Qubit Inspired Solver (QB):** The core optimization engine utilizing quantum or quantum-inspired methods (e.g., QUBO, QAOA) to find optimal solutions within the constrained space defined by the CB layer. |
| **MAL-EEM** | Policy | Machine Learning **Ethics, Empathy, Explainability**, and Mitigation: Mandatory checklist ensuring human-centric design, transparency, and risk management for ML models. |
| **UTCS** | Policy | Universal Traceability and Certification Standard: System used to index all artifacts to requirements and evidence. |

# GAIA-SEA-PROBES — Unmanned Sea Probe (USP/AUV) Platform

This project documents the lifecycle management and operational architecture for GAIA Unmanned Sea Probes and AUVs. The technical focus is on deep-sea resilience, complex navigation, and the integration of cryogenic/H2 power solutions.

## Core Architectural Layers
The project utilizes the unified Domain → Process → ATA framework.

| Layer | Focus Area | TFA Reference Flow |
| :--- | :--- | :--- |
| **DOMAINS** | AAA, AAP, CCC, CQH, DDD, EDI, EEE, EER, IIF, IIS, LCC, LIB, MEC, OOO, PPP | Technical Data, Models, Specs |
| **PLM (CAx)** | CAD, CAE, CAO, CAM, CAI, CAV, CAS, CMP | Process Execution (Maritime) |
| **TFA Flow** | Canonical computational sequence ensuring data integrity and optimization. | **QS → FWD → UE → FE → CB → QB** |

## Traceability & Compliance
All mission and deep-sea data must include a **UTCS record** for indexing (`governance/UTCS/`).
Autonomy models must meet the **MAL-EEM** checklist and critical failure scenarios must be tracked in the hazard log.

## Service Mappings
- **MAL-SERVICES:** AI/ML models for mission planning, deep-sea navigation, and structural integrity monitoring.
- **MAP-SERVICES:** Management services tailored for distributed sea fleet operations.

## 📖 Glossary of Terms and Acronyms

| Acronym/Term | Category | Definition |
| :--- | :--- | :--- |
| **AAA** | Domain | Airframes, Aerodynamics, Airworthiness: Covers structural design, flight physics, and regulatory compliance. |
| **AAP** | Domain | Airport Adaptable Platforms: Covers compatibility and operational readiness with various ground infrastructure systems. |
| **CCC** | Domain | Cockpit, Cabin, Cargo: Covers HMI, passenger experience (PAx), and payload management systems. |
| **CQH** | Domain | Cryogenics, Quantum, H2: Covers extreme temperature fluid storage (Hydrogen), and integrated quantum hardware/software. |
| **DDD** | Domain | Drainage, Dehumidification, Drying: Covers environmental control, moisture management, and fluid drainage systems. |
| **EDI** | Domain | Electronics, Digital, Instruments: Covers digital systems, avionics, sensors, and flight instrumentation. |
| **EEE** | Domain | Electrical, Endotransponders, Circulation: Covers power generation, distribution, transponders, and circulation mechanics. |
| **EER** | Domain | Environmental, Emissions, Remediation: Covers ecological impact, noise, emissions, and sustainable practices. |
| **IIF** | Domain | Industrial Infrastructure, Facilities: Covers manufacturing plants, tooling, and maintenance facilities requirements. |
| **IIS** | Domain | Information, Intelligence, Systems: Covers data management, advanced analytics, AI, and operational intelligence. |
| **LCC** | Domain | Linkages, Control, Communications: Covers mechanical linkages, control laws, and internal/external communication systems. |
| **LIB** | Domain | Logistics, Inventory, Blockchain: Covers supply chain management, spares inventory, and decentralized ledger technology (DLT) for provenance. |
| **MEC** | Domain | Mechanical Systems, Modules: Covers non-propulsive mechanical components (hydraulics, landing gear, actuators). |
| **OOO** | Domain | OS, Ontologies, Office Interfaces: Covers operating system requirements, data semantics (ontologies), and enterprise IT integration. |
| **PPP** | Domain | Propulsion, Fuel Systems: Covers engines, motors, energy generation, and fuel management (including H₂). |
| **---** | **PLM/CAx** | **---** |
| **CAD** | CAx | Computer-Aided Design: Geometric modeling, parts, and assemblies. |
| **CAE** | CAx | Computer-Aided Engineering: Simulation and analysis (CFD, FEM, MBD, EMI). |
| **CAO** | CAx | Computer-Aided Optimization: Requirements management and early-stage systems engineering. |
| **CAM** | CAx | Computer-Aided Manufacturing: NC programming, toolpath generation, and machining setup. |
| **CAI** | CAx | Computer-Aided Integration: Assembly planning, installation procedures, and interface control. |
| **CAV** | CAx | Computer-Aided Verification: Quality assurance, metrology, inspection planning, and certification evidence. |
| **CAS** | CAx | Customer Aftermarket Service: Maintenance (AMM), repair (SRM), spare parts (IPD), and in-service data (EIS). |
| **CMP** | CAx | Compliance/Corporate Management: EOL, ESG, process automation, and digital thread management (CAP). |
| **---** | **TFA/MAL** | **---** |
| **TFA** | Architecture | Technology and Functional Architecture: The core underlying system design integrating classical and quantum-inspired computational layers. |
| **QS** | TFA Flow | **Quantum Superposition State (QS):** The initial, probabilistic, high-dimensional state space defining all possible solutions and operational scenarios. Used for massive data provenance. |
| **FWD** | TFA Flow | **Forward Wave Dynamics (FWD):** The analysis layer responsible for predictability, uncertainty management, and high-level decision framing based on modeling the propagation of possibilities from the QS. |
| **UE** | TFA Flow | **Unit/Unique Element (UE):** The point where the 'wave function collapses.' It represents a specific, verifiable, and deterministic snapshot of a component or system state for classical processing. |
| **FE** | TFA Flow | **Federation Entanglement (FE):** The decision chain mechanism linking and coordinating multiple UEs. Ensures coordinated, traceable decision-making across distributed elements. |
| **CB** | TFA Flow | **Classical Bit / Solver (CB):** The deterministic layer utilizing classical processing and algorithms (e.g., MILP, GA) to enforce known physical constraints. |
| **QB** | TFA Flow | **Qubit Inspired Solver (QB):** The core optimization engine utilizing quantum or quantum-inspired methods (e.g., QUBO, QAOA) to find optimal solutions within the constrained space defined by the CB layer. |
| **MAL-EEM** | Policy | Machine Learning **Ethics, Empathy, Explainability**, and Mitigation: Mandatory checklist ensuring human-centric design, transparency, and risk management for ML models. |
| **UTCS** | Policy | Universal Traceability and Certification Standard: System used to index all artifacts to requirements and evidence. |

# GAIA-SPACE-SATELLITES — Space Satellite Systems

This project focuses on the development, deployment, and operation of GAIA satellite constellations. It addresses unique challenges in space environments, radiation tolerance, orbital trajectory, and long-duration mission planning.

## Core Architectural Layers
The project utilizes the unified Domain → Process → ATA framework.

| Layer | Focus Area | TFA Reference Flow |
| :--- | :--- | :--- |
| **DOMAINS** | AAA, AAP, CCC, CQH, DDD, EDI, EEE, EER, IIF, IIS, LCC, LIB, MEC, OOO, PPP | Technical Data, Models, Specs |
| **PLM (CAx)** | CAD, CAE, CAO, CAM, CAI, CAV, CAS, CMP | Process Execution (Space) |
| **TFA Flow** | Canonical computational sequence ensuring data integrity and optimization. | **QS → FWD → UE → FE → CB → QB** |

## Traceability & Compliance
All design and orbital data must include a **UTCS record** for indexing (`governance/UTCS/`).
AI/ML models for autonomous maneuvers must meet the **MAL-EEM** checklist and compliance with international space debris mitigation standards must be documented.

## Service Mappings
- **MAL-SERVICES:** AI/ML models for trajectory optimization, collision avoidance, and predictive component degradation.
- **MAP-SERVICES:** Management services dedicated to orbital asset tracking and mission sequencing.

## 📖 Glossary of Terms and Acronyms

| Acronym/Term | Category | Definition |
| :--- | :--- | :--- |
| **AAA** | Domain | Airframes, Aerodynamics, Airworthiness: Covers structural design, flight physics, and regulatory compliance. |
| **AAP** | Domain | Airport Adaptable Platforms: Covers compatibility and operational readiness with various ground infrastructure systems. |
| **CCC** | Domain | Cockpit, Cabin, Cargo: Covers HMI, passenger experience (PAx), and payload management systems. |
| **CQH** | Domain | Cryogenics, Quantum, H2: Covers extreme temperature fluid storage (Hydrogen), and integrated quantum hardware/software. |
| **DDD** | Domain | Drainage, Dehumidification, Drying: Covers environmental control, moisture management, and fluid drainage systems. |
| **EDI** | Domain | Electronics, Digital, Instruments: Covers digital systems, avionics, sensors, and flight instrumentation. |
| **EEE** | Domain | Electrical, Endotransponders, Circulation: Covers power generation, distribution, transponders, and circulation mechanics. |
| **EER** | Domain | Environmental, Emissions, Remediation: Covers ecological impact, noise, emissions, and sustainable practices. |
| **IIF** | Domain | Industrial Infrastructure, Facilities: Covers manufacturing plants, tooling, and maintenance facilities requirements. |
| **IIS** | Domain | Information, Intelligence, Systems: Covers data management, advanced analytics, AI, and operational intelligence. |
| **LCC** | Domain | Linkages, Control, Communications: Covers mechanical linkages, control laws, and internal/external communication systems. |
| **LIB** | Domain | Logistics, Inventory, Blockchain: Covers supply chain management, spares inventory, and decentralized ledger technology (DLT) for provenance. |
| **MEC** | Domain | Mechanical Systems, Modules: Covers non-propulsive mechanical components (hydraulics, landing gear, actuators). |
| **OOO** | Domain | OS, Ontologies, Office Interfaces: Covers operating system requirements, data semantics (ontologies), and enterprise IT integration. |
| **PPP** | Domain | Propulsion, Fuel Systems: Covers engines, motors, energy generation, and fuel management (including H₂). |
| **---** | **PLM/CAx** | **---** |
| **CAD** | CAx | Computer-Aided Design: Geometric modeling, parts, and assemblies. |
| **CAE** | CAx | Computer-Aided Engineering: Simulation and analysis (CFD, FEM, MBD, EMI). |
| **CAO** | CAx | Computer-Aided Optimization: Requirements management and early-stage systems engineering. |
| **CAM** | CAx | Computer-Aided Manufacturing: NC programming, toolpath generation, and machining setup. |
| **CAI** | CAx | Computer-Aided Integration: Assembly planning, installation procedures, and interface control. |
| **CAV** | CAx | Computer-Aided Verification: Quality assurance, metrology, inspection planning, and certification evidence. |
| **CAS** | CAx | Customer Aftermarket Service: Maintenance (AMM), repair (SRM), spare parts (IPD), and in-service data (EIS). |
| **CMP** | CAx | Compliance/Corporate Management: EOL, ESG, process automation, and digital thread management (CAP). |
| **---** | **TFA/MAL** | **---** |
| **TFA** | Architecture | Technology and Functional Architecture: The core underlying system design integrating classical and quantum-inspired computational layers. |
| **QS** | TFA Flow | **Quantum Superposition State (QS):** The initial, probabilistic, high-dimensional state space defining all possible solutions and operational scenarios. Used for massive data provenance. |
| **FWD** | TFA Flow | **Forward Wave Dynamics (FWD):** The analysis layer responsible for predictability, uncertainty management, and high-level decision framing based on modeling the propagation of possibilities from the QS. |
| **UE** | TFA Flow | **Unit/Unique Element (UE):** The point where the 'wave function collapses.' It represents a specific, verifiable, and deterministic snapshot of a component or system state for classical processing. |
| **FE** | TFA Flow | **Federation Entanglement (FE):** The decision chain mechanism linking and coordinating multiple UEs. Ensures coordinated, traceable decision-making across distributed elements. |
| **CB** | TFA Flow | **Classical Bit / Solver (CB):** The deterministic layer utilizing classical processing and algorithms (e.g., MILP, GA) to enforce known physical constraints. |
| **QB** | TFA Flow | **Qubit Inspired Solver (QB):** The core optimization engine utilizing quantum or quantum-inspired methods (e.g., QUBO, QAOA) to find optimal solutions within the constrained space defined by the CB layer. |
| **MAL-EEM** | Policy | Machine Learning **Ethics, Empathy, Explainability**, and Mitigation: Mandatory checklist ensuring human-centric design, transparency, and risk management for ML models. |
| **UTCS** | Policy | Universal Traceability and Certification Standard: System used to index all artifacts to requirements and evidence. |

# H2-CHAIN-MRO — Hydrogen MRO and Lifecycle Management

This project establishes the Maintenance, Repair, and Overhaul (MRO) lifecycle management framework specifically for H₂-based propulsion systems and cryogenic assets. It heavily relies on advanced CAS (Customer Aftermarket Service) data and quantum optimization for supply chain efficiency.

## Core Architectural Layers
The project utilizes the unified Domain → Process → ATA framework.

| Layer | Focus Area | TFA Reference Flow |
| :--- | :--- | :--- |
| **DOMAINS** | AAA, AAP, CCC, CQH, DDD, EDI, EEE, EER, IIF, IIS, LCC, LIB, MEC, OOO, PPP | MRO Documentation and Data |
| **PLM (CAx)** | CAD, CAE, CAO, CAM, CAI, CAV, CAS, CMP | Maintenance Workflow Execution |
| **TFA Flow** | Canonical computational sequence ensuring data integrity and optimization. | **QS → FWD → UE → FE → CB → QB** |

## Traceability & Compliance
All maintenance records and parts provenance must include a **UTCS record** for indexing (`governance/UTCS/`).
Repair and logistics optimization models must meet the **MAL-EEM** checklist, and all H₂ handling procedures must be cross-referenced with the hazard log.

## Service Mappings
- **MAL-SERVICES:** AI/ML models for component degradation tracking and maintenance scheduling optimization.
- **MAP-SERVICES:** Specialized management services for MRO logistics, resource planning, and facility allocation.

## 📖 Glossary of Terms and Acronyms

| Acronym/Term | Category | Definition |
| :--- | :--- | :--- |
| **AAA** | Domain | Airframes, Aerodynamics, Airworthiness: Covers structural design, flight physics, and regulatory compliance. |
| **AAP** | Domain | Airport Adaptable Platforms: Covers compatibility and operational readiness with various ground infrastructure systems. |
| **CCC** | Domain | Cockpit, Cabin, Cargo: Covers HMI, passenger experience (PAx), and payload management systems. |
| **CQH** | Domain | Cryogenics, Quantum, H2: Covers extreme temperature fluid storage (Hydrogen), and integrated quantum hardware/software. |
| **DDD** | Domain | Drainage, Dehumidification, Drying: Covers environmental control, moisture management, and fluid drainage systems. |
| **EDI** | Domain | Electronics, Digital, Instruments: Covers digital systems, avionics, sensors, and flight instrumentation. |
| **EEE** | Domain | Electrical, Endotransponders, Circulation: Covers power generation, distribution, transponders, and circulation mechanics. |
| **EER** | Domain | Environmental, Emissions, Remediation: Covers ecological impact, noise, emissions, and sustainable practices. |
| **IIF** | Domain | Industrial Infrastructure, Facilities: Covers manufacturing plants, tooling, and maintenance facilities requirements. |
| **IIS** | Domain | Information, Intelligence, Systems: Covers data management, advanced analytics, AI, and operational intelligence. |
| **LCC** | Domain | Linkages, Control, Communications: Covers mechanical linkages, control laws, and internal/external communication systems. |
| **LIB** | Domain | Logistics, Inventory, Blockchain: Covers supply chain management, spares inventory, and decentralized ledger technology (DLT) for provenance. |
| **MEC** | Domain | Mechanical Systems, Modules: Covers non-propulsive mechanical components (hydraulics, landing gear, actuators). |
| **OOO** | Domain | OS, Ontologies, Office Interfaces: Covers operating system requirements, data semantics (ontologies), and enterprise IT integration. |
| **PPP** | Domain | Propulsion, Fuel Systems: Covers engines, motors, energy generation, and fuel management (including H₂). |
| **---** | **PLM/CAx** | **---** |
| **CAD** | CAx | Computer-Aided Design: Geometric modeling, parts, and assemblies. |
| **CAE** | CAx | Computer-Aided Engineering: Simulation and analysis (CFD, FEM, MBD, EMI). |
| **CAO** | CAx | Computer-Aided Optimization: Requirements management and early-stage systems engineering. |
| **CAM** | CAx | Computer-Aided Manufacturing: NC programming, toolpath generation, and machining setup. |
| **CAI** | CAx | Computer-Aided Integration: Assembly planning, installation procedures, and interface control. |
| **CAV** | CAx | Computer-Aided Verification: Quality assurance, metrology, inspection planning, and certification evidence. |
| **CAS** | CAx | Customer Aftermarket Service: Maintenance (AMM), repair (SRM), spare parts (IPD), and in-service data (EIS). |
| **CMP** | CAx | Compliance/Corporate Management: EOL, ESG, process automation, and digital thread management (CAP). |
| **---** | **TFA/MAL** | **---** |
| **TFA** | Architecture | Technology and Functional Architecture: The core underlying system design integrating classical and quantum-inspired computational layers. |
| **QS** | TFA Flow | **Quantum Superposition State (QS):** The initial, probabilistic, high-dimensional state space defining all possible solutions and operational scenarios. Used for massive data provenance. |
| **FWD** | TFA Flow | **Forward Wave Dynamics (FWD):** The analysis layer responsible for predictability, uncertainty management, and high-level decision framing based on modeling the propagation of possibilities from the QS. |
| **UE** | TFA Flow | **Unit/Unique Element (UE):** The point where the 'wave function collapses.' It represents a specific, verifiable, and deterministic snapshot of a component or system state for classical processing. |
| **FE** | TFA Flow | **Federation Entanglement (FE):** The decision chain mechanism linking and coordinating multiple UEs. Ensures coordinated, traceable decision-making across distributed elements. |
| **CB** | TFA Flow | **Classical Bit / Solver (CB):** The deterministic layer utilizing classical processing and algorithms (e.g., MILP, GA) to enforce known physical constraints. |
| **QB** | TFA Flow | **Qubit Inspired Solver (QB):** The core optimization engine utilizing quantum or quantum-inspired methods (e.g., QUBO, QAOA) to find optimal solutions within the constrained space defined by the CB layer. |
| **MAL-EEM** | Policy | Machine Learning **Ethics, Empathy, Explainability**, and Mitigation: Mandatory checklist ensuring human-centric design, transparency, and risk management for ML models. |
| **UTCS** | Policy | Universal Traceability and Certification Standard: System used to index all artifacts to requirements and evidence. |