C4AIL Level L0–L2 — Execution Labour
Works through AI-structured interfaces, validates output
90–95% of enterprise
C4AIL Level L2–L3 — Translation Labour
Bridges domain expertise and AI capability
Bilingual premium: 15–25%
C4AIL Level L3–L4 — Verification Labour
Builds Logic Pipes, CAGE templates, verification engines
The builder pipeline
C4AIL Level L5–L6 — Accountability Labour
Designs and governs the entire system
Developed from Architects over 2–3 years
Role 5 — Accountability Labour
Maintains the human development pipeline
THE CRITICAL BOTTLENECK
⚠ Bottleneck