The model or system owner: Which stakeholder is typically assigned this responsibility?
The model or system owner is typically responsible for a specific model's documentation and risk controls.
The question
In an AI governance program, an organization wants a single stakeholder to be responsible for ensuring that a specific deployed model has current documentation and defined risk controls. Which stakeholder is typically assigned this responsibility?
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- The model or system owner, who is accountable for that particular model's documentation, risk controls and ongoing fitness throughout its operational life. ✓Correct: per-model documentation and control responsibility rests with the designated model or system owner.
- The board of directors, which sets overall risk appetite and strategic direction but does not maintain documentation or controls for any individual production model.Plausible but wrong: the board governs at a strategic level, not at the level of a single model's documentation.
- The end user of the model's outputs, who consumes and acts on results but is not positioned to maintain the model's technical documentation or risk controls.Plausible but wrong: end users interact with outputs and do not own model documentation.
- The data protection officer, who advises on privacy compliance across the organization but is not the accountable owner of each model's overall risk controls.Plausible but wrong: the DPO advises on privacy, not general per-model documentation and control ownership.
The trap
Assigning model-level documentation duties to strategic or advisory roles like the board or DPO. How to remember it
The model or system owner is typically responsible for a specific model's documentation and risk controls.
How many of these would you get right?
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Every answer, right and wrong, comes with its own explanation.