Standard

Machine Learning and Artificial Intelligence Standard

A practical AI governance and security standard for organizations adopting generative AI, machine learning tools, and AI-enabled vendor platforms.

Who this resource is for

Executives, IT leaders, risk leaders, compliance leaders, security leaders, and operations teams evaluating or using AI tools.

What it includes

  • approved and restricted AI use expectations
  • sensitive-data handling rules
  • AI system ownership and accountability guidance
  • third-party AI risk considerations
  • security, monitoring, and exception expectations

When to use it

  • employees are already using public AI tools
  • vendors are enabling embedded AI features
  • leadership needs a formal AI risk position
  • customers, auditors, or regulators ask how AI use is governed

How SecureCyberInsight uses this resource

This resource is designed as a practical starting point for leadership discussion, evidence organization, control review, and next-step planning. It should be tailored to the organization's size, industry, risk profile, technology model, and oversight expectations.

Related SecureCyberInsight pages

Important note

SecureCyberInsight resources are general cybersecurity, AI governance, risk, audit readiness, and documentation guidance. They are not legal, regulatory, audit, accounting, insurance, privacy, HR, or compliance advice. Organizations should tailor materials to their environment and consult qualified professionals for binding advice.

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