Automation Roadmap
This diagram shows the automation roadmap from POC through Release 1.0.

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.