Governance Framework

AI Risk & Governance for SMEs

Establish accountability, oversight and decision controls before AI systems influence critical business operations.

AI Risk & Governance for SMEs

Manufacturing SMEs face unique risks when adopting AI: data quality, vendor dependency, compliance exposure and accountability gaps. Proper governance architecture is essential.

Decision Authority & Escalation

Define which decisions require human override and who is accountable for final approval.

Human Checkpoints

Critical AI outputs should be validated by domain experts before execution.

Risk Classification

Classify decisions by risk level — low, medium, high — and assign governance layers accordingly.

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