AI Policy Template and Implementation Guide
A structured template for organisations to draft, ratify, and operationalise an enterprise AI policy. Designed for cross-functional use by policy makers, legal counsel, AI engineering teams, and strategy leadership. Provides clause-level guidance, decision criteria, and governance checkpoints.
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- DOC
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- Enterprise
Reference document
AI Policy Template and Implementation Guide
A structured template for organisations to draft, ratify, and operationalise an enterprise AI policy. Designed for cross-functional use by policy makers, legal counsel, AI engineering teams, and strategy leadership. Provides clause-level guidance, decision criteria, and governance checkpoints.
Document ID
DOC-0020
Category
Standards & Practice
Access tier
ENTERPRISE
Date
13 August 2026
Purpose and Objectives
This document serves as a reusable template for creating an organisational AI Policy. It provides clause-by-clause guidance, recommended language, and decision criteria that policy makers, legal teams, AI practitioners, and strategy leaders can adapt to their specific regulatory and operational context.
An effective AI Policy should achieve four objectives:
- 01Establish clear guardrails for the development, procurement, and deployment of AI systems.
- 02Assign accountability across roles and functions so that no AI system enters production without a defined owner.
- 03Align with applicable regulation — including the EU AI Act, UK AI regulatory framework, NIST AI Risk Management Framework, and sector-specific obligations.
- 04Enable responsible innovation by reducing ambiguity and giving teams confidence to move quickly within agreed boundaries.
Important
Before ratification, confirm that the policy has been reviewed by legal counsel, reviewed by AI engineering leadership, and endorsed by executive sponsor. A policy ratified without cross-functional sign-off risks gaps in enforceability and technical feasibility.
A policy is not a static document. It should be treated as a living instrument, reviewed at minimum every twelve months or whenever a material regulatory, technological, or organisational change occurs.
Scope and Applicability
What the Policy Covers
The policy should apply to all AI systems — whether built internally, procured from third parties, or embedded within broader software products — that are used to:
- Make or materially inform decisions about individuals (e.g. hiring, lending, healthcare triage).
- Automate operational processes that carry legal, financial, safety, or reputational risk.
- Generate content, analysis, or recommendations consumed by employees, customers, or regulators.
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- Format
- DOCPDF export
- Access tier
- Enterprise
- Category
- Standards & Practice
- Published
- 13 August 2026