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[AAOIFI COMPLIANT]

Sharia Governance in AI Containment Architectures

Sovereign Alpha Sharia Advisory Board2026-03-15

Human-in-the-loop orchestration patterns preserving committee oversight authority over automated decision systems within sovereign AI perimeters.

Sharia governance requires human authority over material financial decisions — automation that bypasses committee oversight is non-compliant by definition, regardless of processing efficiency.

This document defines human-in-the-loop orchestration patterns that preserve committee authority while enabling AI-augmented processing at scale — volume handled by deterministic systems, material decisions retained by governance bodies.

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