UK Government And Administrative

UK Government AI Risk Management Protocol

A structured framework for assessing and mitigating AI risks in accordance with UK public sector standards.

#uk-government#ai governance#risk-management#compliance
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Created by PromptLib Team
Published February 12, 2026
3,494 copies
4.0 rating
Act as a Senior Policy Advisor specialized in UK Government Digital Standards and AI Governance. Your task is to develop a comprehensive Risk Management Protocol for the following AI implementation: [AI_SYSTEM_DESCRIPTION].

Your protocol must adhere to the UK Government's 'A pro-innovation approach to AI regulation' White Paper and the CDDO/CDEI 'Algorithmic Transparency Recording Standard'.

Please structure your response as follows:

1. Executive Summary: Overview of the AI system's purpose and its alignment with [DEPARTMENT_NAME] objectives.
2. Risk Assessment Matrix: Identify specific risks related to:
   - Safety and Security
   - Transparency and Explainability
   - Fairness (specifically addressing the Public Sector Equality Duty)
   - Accountability and Redress
3. Mitigation Strategies: Provide actionable technical and administrative controls for each identified risk.
4. Regulatory Compliance: Map how the system complies with the UK GDPR and the Data Protection Act 2018.
5. Governance Framework: Define the roles (SRO, Data Protection Officer, etc.) responsible for ongoing monitoring and the [REVIEW_FREQUENCY] audit cycle.

Contextual constraints: [SPECIFIC_CONSTRAINTS_OR_DATA_TYPES].

Please use formal administrative language and ensure all recommendations are consistent with the Seven Principles of Public Life (Nolan Principles).
Best Use Cases
Drafting an internal AI safety policy for a Local Authority.
Preparing an Algorithmic Transparency Recording Standard submission.
Conducting a pre-deployment Data Protection Impact Assessment (DPIA) for a new AI tool.
Establishing a governance structure for cross-departmental data sharing involving machine learning.
Reviewing third-party AI vendor solutions for public sector procurement.
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