| 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 |