graph TB
    A["Data Sources"] --> B["Ingestion Layer"]
    B --> C["Processing Layer"]
    C --> D["Training Layer"]
    D --> E["Model Registry"]
    
    subgraph "Self-Healing System"
        F["Health Monitor"] --> G["Error Detection"]
        G --> H["Auto Recovery"]
        H --> I["Pipeline Restart"]
    end
    
    subgraph "Quantum Processing"
        J["Quantum State"] --> K["Crystalline Structure"]
        K --> L["Quantum Encoder"]
    end
    
    C --> F
    L --> C