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Mandatory Requirements

Mandatory requirements are non-negotiable conditions that organizations must meet to achieve compliance with applicable laws, regulations, standards, or contractual obligations. In AI governance, these typically include specific technical controls, documentation, audit trails, or operational practices that regulators or industry frameworks explicitly demand. Failure to implement mandatory requirements can result in legal penalties, audit failures, or inability to deploy AI systems in regulated industries like healthcare, finance, or public sector.

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