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Automation Level (Current: POC)

Last modified by Robert Schaub on 2026/02/08 08:31
Information

Current Status: Level 0 (POC/Demo) - v2.6.33. FactHarbor is currently at POC level with full AKEL automation but limited production features.

Automation Maturity Progression


graph TD
    POC[Level 0 POC Demo CURRENT]
    R05[Level 0.5 Limited Production]
    R10[Level 1.0 Full Production]
    R20[Level 2.0+ Distributed Intelligence]

    POC --> R05
    R05 --> R10
    R10 --> R20

Level Descriptions

 Level  Name  Key Features
 Level 0  POC/Demo (CURRENT)  All content auto-analyzed, AKEL generates verdicts, no risk tier filtering, single-user demo mode
 Level 0.5  Limited Production  Multi-user support, risk tier classification, basic sampling audit, algorithm improvement focus
 Level 1.0  Full Production  All tiers auto-published, clear risk labels, reduced sampling, mature algorithms
 Level 2.0+  Distributed  Federated multi-node, cross-node audits, advanced patterns, strategic sampling only

Current Implementation (v2.6.33)

 Feature  POC Target  Actual Status
 AKEL auto-analysis  Yes  Implemented
 Verdict generation  Yes  Implemented (7-point scale)
 Quality Gates  Basic  Gates 1 and 4 implemented
 Risk tiers  Yes  Not implemented
 Sampling audits  High sampling  Not implemented
 User system  Demo only  Anonymous only

Key Principles

Across All Levels:

  • AKEL makes all publication decisions
  • No human approval gates
  • Humans monitor metrics and improve algorithms
  • Risk tiers guide audit priorities, not publication
  • Sampling audits inform improvements