graph TB A[Start] --> B[1 Find Principal Domain Expert] B --> C[2 Create Dataset] C --> D[3 Domain Expert Reviews Data] D --> E{Found Errors?} E -->|Yes| F[4 Fix Errors] F --> D E -->|No| G[5 Build LLM Judge] G --> H[Test Against Domain Expert] H --> I{Acceptable Agreement?} I -->|No| J[Refine Prompt] J --> H I -->|Yes| K[6 Perform Error Analysis] K --> L{Critical Issues Found?} L -->|Yes| M[7 Fix Issues & Create Specialized Judges] M --> D L -->|No| N[Material Changes or Periodic Review?] N -->|Yes| C