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Security Quotient: /resources/faqs/ai-governance

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    Cyber Security Quotient Pte. Ltd.: “Cyber Security and AI Compliance Solutions for SMEs”.

    • What is AI governance?

      “AI governance refers to the policies, processes, standards, and oversight mechanisms that determine how AI systems are developed, deployed, monitored, and retired within an organisation. It covers accountability, risk management, fairness, transparency, and compliance with applicable laws and ethical principles.”

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    • Why is AI governance important?

      “AI systems can produce biased outcomes, make opaque decisions, and create legal and reputational risks if left ungoverned. AI governance ensures that AI is used responsibly, that risks are identified and managed before deployment, and that organisations can demonstrate accountability to regulators, customers, and stakeholders.”

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    • What is the difference between AI governance and AI ethics?

      “AI ethics defines the principles and values that should guide AI development and use, such as fairness, transparency, and human dignity. AI governance is the practical system of policies, processes, roles, and controls that puts those principles into action. Ethics says what you should do; governance ensures you actually do it.”

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    • How do I start building an AI governance programme?

      “Start with three steps: first, create an AI inventory by identifying every AI system used across your organisation. Second, assess the risks each system presents, including bias, privacy, accuracy, and accountability risks.”

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