Automation Roadmap Mermaid

graph LR
    subgraph "Quality Assurance Evolution"
        QA1["Initial: High Sampling
Higher rates for Tier A
Moderate rates for Tier B
Lower rates for Tier C"]
        QA2["Intermediate: Strategic Sampling
Focus on high-value learning
Sample new domains more
Reduce routine sampling"]
        QA3["Mature: Anomaly-Triggered
Sample based on metrics
Investigate unusual patterns
Strategic domain sampling"]
        
        QA1 --> QA2
        QA2 --> QA3
    end
    
    subgraph "POC: Proof of Concept"
        POC["POC Features
- Tier C Only
- Basic AKEL Processing
- Simple Risk Classification
- High Audit Sampling"]
    end
    
    subgraph "Release 0.5: Limited Production"
        R05["R0.5 Features
- Tier A/B/C Published
- All auto-publication
- Risk Labels Active
- Contradiction Detection
- Sampling-Based QA"]
    end
    
    subgraph "Release 1.0: Full Production"
        R10["R1.0 Features
- Comprehensive AI Publication
- Strategic Audits Only
- Federated Nodes (Beta)
- Cross-Node Data Sharing
- Mature Algorithm Performance"]
    end
    
    subgraph "Future: Distributed Intelligence"
        Future["Future Features
- Advanced Pattern Detection
- Global Contradiction Network
- Minimal Human QA (Anomalies Only)
- Full Federation"]
    end
    
    POC --> R05
    R05 --> R10
    R10 --> Future
    
    style POC fill:#e1f5ff
    style R05 fill:#d4edff
    style R10 fill:#c7e5ff
    style Future fill:#baddff

Automation Philosophy: At all stages, AKEL publishes automatically. Humans improve algorithms, not review content.

Sampling Rates: Start higher for learning, reduce as confidence grows. Rates are recommendations, not commitments.