Scenario: An organization is evaluating different AI models for integration into its internal workflows. Before moving forward with a particular AI…

The Acceptable Use Policy (AUP) is the most important policy for assessing the operational implications of a third-party AI model. The AUP explicitly outlines the vendor's rules regarding the intended and prohibited uses of their service. For a governance team, this document is paramount as it defines the contractual and ethical boundaries within which the AI model can be operated. It directly addresses questions of how the model can be integrated into workflows, what tasks it can perform, and what constitutes misuse, which are central to evaluating operational and ethical risks before deployment.

B. The privacy policy focuses on how the provider handles personal data, not the functional or operational rules for using the AI model.

C. The security policy describes measures to protect the system from threats, which is a technical risk assessment, not a guide to its proper operational use.

D. The code of conduct policy governs the behavior of the vendor's employees, not the operational use of the AI product by a customer.

1. NIST. (2023). Artificial Intelligence Risk Management Framework (AI RMF 1.0). U.S. Department of Commerce

National Institute of Standards and Technology. In the Govern function

subcategory GOVERN.P5 (p. 20) states that for procurement

organizations should understand the "AI system’s intended uses and capabilities." The AUP is the primary policy document that formally defines these intended uses and restrictions for a third-party product.

2. Floridi

L.

& Cowls

J. (2019). A Unified Framework of Five Principles for AI in Society. Harvard Data Science Review

1(1). https://doi.org/10.1162/99608f92.8cd550d1. The principle of "Beneficence" (promoting well-being) and "Non-maleficence" (preventing harm) requires a clear understanding of an AI system's intended application domain and limitations. An AUP is the operational tool that codifies these principles by defining acceptable and unacceptable uses.

3. Stanford University. (2023). CS 182: Ethics

Public Policy

and Technological Change Course Syllabus. Course materials frequently discuss how Terms of Service and Acceptable Use Policies serve as the primary governance instruments that define the scope of permissible actions for users of a technology platform

thereby setting the operational rules.