Skip to main content
    Topic cluster

    Governance & Risk

    Deploying AI without creating legal, security or reputational exposure.

    What does governance & risk cover?

    Policy, oversight, data protection and audit trails for AI systems operating inside a business.

    Definitions in this cluster

    • Hallucination

      A hallucination is a confident, fluent model output that is factually wrong or fabricated. It is a structural property…

    • Human in the loop

      Human in the loop means a person reviews or approves AI output before it takes effect. It is the standard control for…

    • AI governance

      AI governance is the set of policies, approvals, records and controls that determine which AI systems a business may…

    • Guardrails

      Guardrails are the technical constraints that stop an AI system from acting outside its permitted scope — allowed…

    • Prompt injection

      Prompt injection is an attack in which malicious instructions hidden in content the model reads — a web page, an email…

    Guides & analysis