Jooyeol Kim

CIEA Modules

CIEA modules are domain-specific application kits built on the CIEA Core.

The core stays lean. Modules carry domain-specific mechanisms, counter-surfaces, examples, and audit sheets.

Current module

• M1 — Customer-Facing Bottleneck Module

Cross-cutting extension

• Automation Quality Audit Extension — output warranty, verification burden, rollback, and accountability counter-surfaces for AI automation claims.

Possible future modules

• M2 — Workplace Performance Evaluation
• M3 — Platform Support / Appeal Systems
• M4 — AI Automation Impact Audit
• M5 — Public-Service Access Evaluation
• M6 — Academic Gatekeeping Evaluation

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