OECD Report: Governing with Artificial Intelligence

Applies To

Overview

Published on 18 September 2025, this Organisation for Economic Co-operation and Development (OECD) publication provides a cross-country analytical framework for understanding and governing the use of AI within government institutions. It surveys documented AI deployments across public administrations, categorizing applications by function and assessing their governance maturity. Key provisions address the structural risks that arise when governments adopt AI without adequate oversight mechanisms, including data quality failures, opacity in algorithmic decisions, and erosion of human accountability. The report articulates recommended governance practices covering procurement, oversight, transparency obligations, and risk management for public sector AI systems. While not a binding instrument, it is intended to inform national policy development and complement the OECD AI Principles already adopted by over 40 countries. It serves as a reference document for governments designing or updating AI governance structures for public administration.

Key Requirements

• •Governments should set clear accountability for AI-assisted decisions, as one of the report's guardrails.
• •Public sector AI deployments should be subject to documented risk assessments prior to implementation, with particular scrutiny of data representativeness and potential for discriminatory outcomes.
• •Transparency mechanisms should be in place so that individuals affected by government AI decisions can understand the basis for those decisions and exercise rights of redress.
• •Institutions should implement monitoring processes to detect and address overreliance on AI outputs, particularly in high-stakes administrative contexts such as benefits determination or law enforcement support.
• •Procurement and deployment of AI tools by public bodies should align with national AI strategies and existing legal frameworks governing data protection and administrative law.
• •Governments are encouraged to report publicly on AI use cases, governance arrangements, and performance outcomes to support accountability and cross-country learning.

What Your Organization Must Do

• →Use the report to benchmark your public sector AI governance against OECD recommendations, not as a legal checklist.
• →Map documented AI uses in your organisation by function, such as public service delivery or administrative decision support.
• →Run documented risk assessments before deployment, checking whether training data represents the affected population.
• →Add transparency steps so affected people can understand AI-assisted decisions and seek explanation or redress.
• →Set monitoring to catch staff overreliance on AI outputs in benefits, licensing and law enforcement support.
• →Align AI procurement clauses with national AI strategy, data protection law and administrative law duties.

Playbook Guidance

Step-by-step implementation guidance for compliance teams.

Frequently Asked Questions

Is the OECD Governing with Artificial Intelligence report legally binding on member countries?

No. This is a non-binding analytical framework and reference document. It is intended to inform national policy development and complement the OECD AI Principles, but it does not impose enforceable legal obligations on governments or public institutions.

Which countries are expected to align their public sector AI governance with this OECD framework?

The framework targets OECD member and partner countries, which collectively include over 40 nations that have already adopted the OECD AI Principles. Governments designing or updating AI governance structures for public administration are the primary intended audience.

What accountability requirement does the OECD framework set for AI-assisted government decisions?

The report sets no binding requirement or deadline. Its framework of enablers, guardrails, and engagement covers accountability mechanisms that governments can consider.

How does this OECD report define the transparency obligations for government AI systems?

It recommends mechanisms that let affected people understand AI-assisted decisions and seek explanation or redress. These are recommendations, to be applied through each country's administrative and data protection law.

What governance risks does the OECD framework specifically flag for high-stakes public sector AI use cases?

The report highlights biased or unrepresentative training data, insufficient algorithmic transparency, and institutional overreliance on automated outputs. High-stakes contexts such as benefits determination, licensing, and law enforcement support receive particular scrutiny.

How does the OECD Governing with Artificial Intelligence framework differ from the EU AI Act for public sector compliance officers?

Unlike the EU AI Act, which is a binding regulation with enforceable penalties, this OECD framework is a voluntary reference document with no fines or sanctions. It is best used to benchmark governance maturity and shape procurement policy rather than as a compliance checklist with legal consequences.