Table of contents

Section 1: Classification of AI Systems as High-Risk

Article 6: Classification Rules for High-Risk AI Systems

Article 7: Amendments to Annex III

Section 2: Requirements for High-Risk AI Systems

Article 8: Compliance with the Requirements

Article 9: Risk Management System

Article 10: Data and Data Governance

Article 11: Technical Documentation

Article 12: Record-Keeping

Article 13: Transparency and Provision of Information to Deployers

Article 14: Human Oversight

Article 15: Accuracy, Robustness and Cybersecurity

Section 3: Obligations of Providers and Deployers of High-Risk AI Systems and Other Parties

Article 16: Obligations of Providers of High-Risk AI Systems

Article 17: Quality Management System

Article 18: Documentation Keeping

Article 19: Automatically Generated Logs

Article 20: Corrective Actions and Duty of Information

Article 21: Cooperation with Competent Authorities

Article 22: Authorised Representatives of Providers of High-Risk AI Systems

Article 23: Obligations of Importers

Article 24: Obligations of Distributors

Article 25: Responsibilities Along the AI Value Chain

Article 26: Obligations of Deployers of High-Risk AI Systems

Article 27: Fundamental Rights Impact Assessment for High-Risk AI Systems

Section 4: Notifying Authorities and Notified Bodies

Article 28: Notifying Authorities

Article 29: Application of a Conformity Assessment Body for Notification

Article 30: Notification Procedure

Article 31: Requirements Relating to Notified Bodies

Article 32: Presumption of Conformity with Requirements Relating to Notified Bodies

Article 33: Subsidiaries of Notified Bodies and Subcontracting

Article 34: Operational Obligations of Notified Bodies

Article 35: Identification Numbers and Lists of Notified Bodies

Article 36: Changes to Notifications

Article 37: Challenge to the Competence of Notified Bodies

Article 38: Coordination of Notified Bodies

Article 39: Conformity Assessment Bodies of Third Countries

Section 5: Standards, Conformity Assessment, Certificates, Registration

Article 40: Harmonised Standards and Standardisation Deliverables

Article 41: Common Specifications

Article 42: Presumption of Conformity with Certain Requirements

Article 43: Conformity Assessment

Article 44: Certificates

Article 45: Information Obligations of Notified Bodies

Article 46: Derogation from Conformity Assessment Procedure

Article 47: EU Declaration of Conformity

Article 48: CE Marking

Article 49: Registration

Section 1: Post-Market Monitoring

Article 72: Post-Market Monitoring by Providers and Post-Market Monitoring Plan for High-Risk AI Systems

Section 2: Sharing of Information on Serious Incidents

Article 73: Reporting of Serious Incidents

Section 3: Enforcement

Article 74: Market Surveillance and Control of AI Systems in the Union Market

Article 75: Mutual Assistance, Market Surveillance and Control of General-Purpose AI Systems

Article 76: Supervision of Testing in Real World Conditions by Market Surveillance Authorities

Article 77: Powers of Authorities Protecting Fundamental Rights

Article 78: Confidentiality

Article 79: Procedure at National Level for Dealing with AI Systems Presenting a Risk

Article 80: Procedure for Dealing with AI Systems Classified by the Provider as Non-High-Risk in Application of Annex III

Article 81: Union Safeguard Procedure

Article 82: Compliant AI Systems Which Present a Risk

Article 83: Formal Non-Compliance

Article 84: Union AI Testing Support Structures

Section 4: Remedies

Article 85: Right to Lodge a Complaint with a Market Surveillance Authority

Article 86: Right to Explanation of Individual Decision-Making

Article 87: Reporting of Infringements and Protection of Reporting Persons

Section 5: Supervision, Investigation, Enforcement and Monitoring in Respect of Providers of General-Purpose AI Models

Article 88: Enforcement of the Obligations of Providers of General-Purpose AI Models

Article 89 : Monitoring Actions

Article 90: Alerts of Systemic Risks by the Scientific Panel

Article 91: Power to Request Documentation and Information

Article 92: Power to Conduct Evaluations

Article 93: Power to Request Measures

Article 94: Procedural Rights of Economic Operators of the General-Purpose AI Model

Recitals

Annexes

Search within the Act

Article 57: AI Regulatory Sandboxes

Date of entry into force:

2 August 2026

According to:

Article 113

See here for a full implementation timeline.

Summary

The EU is requiring member states to create at least one "AI regulatory sandbox" at a national level. These sandboxes are controlled environments where AI systems can be developed, tested, and validated before being released to the market. The goal is to foster innovation while identifying and mitigating any risks, particularly those related to fundamental rights, health, and safety. The sandboxes will also provide guidance on regulatory expectations and requirements. If an AI system is successfully tested in a sandbox, the provider can use this as proof of compliance with regulations. The sandboxes are also intended to facilitate cross-border cooperation and share best practices.

Generated by CLaiRK, edited by us.

NOTE: This translation is a machine-generated translation. It is not the official translation provided by the European Parliament. When the AI Act is published in the official journal, the machine-generated translations will be replaced by the official translations.

1. Member States shall ensure that their competent authorities establish at least one AI regulatory sandbox at national level, which shall be operational by 2 August 2026. That sandbox may also be established jointly with the competent authorities of other Member States. The Commission may provide technical support, advice and tools for the establishment and operation of AI regulatory sandboxes. The obligation under the first subparagraph may also be fulfilled by participating in an existing sandbox in so far as that participation provides an equivalent level of national coverage for the participating Member States.

2. Additional AI regulatory sandboxes at regional or local level, or established jointly with the competent authorities of other Member States may also be established.

3. The European Data Protection Supervisor may also establish an AI regulatory sandbox for Union institutions, bodies, offices and agencies, and may exercise the roles and the tasks of national competent authorities in accordance with this Chapter.

4. Member States shall ensure that the competent authorities referred to in paragraphs 1 and 2 allocate sufficient resources to comply with this Article effectively and in a timely manner. Where appropriate, national competent authorities shall cooperate with other relevant authorities, and may allow for the involvement of other actors within the AI ecosystem. This Article shall not affect other regulatory sandboxes established under Union or national law. Member States shall ensure an appropriate level of cooperation between the authorities supervising those other sandboxes and the national competent authorities.

5. AI regulatory sandboxes established under paragraph 1 shall provide for a controlled environment that fosters innovation and facilitates the development, training, testing and validation of innovative AI systems for a limited time before their being placed on the market or put into service pursuant to a specific sandbox plan agreed between the providers or prospective providers and the competent authority. Such sandboxes may include testing in real world conditions supervised therein.

6. Competent authorities shall provide, as appropriate, guidance, supervision and support within the AI regulatory sandbox with a view to identifying risks, in particular to fundamental rights, health and safety, testing, mitigation measures, and their effectiveness in relation to the obligations and requirements of this Regulation and, where relevant, other Union and national law supervised within the sandbox.

7. Competent authorities shall provide providers and prospective providers participating in the AI regulatory sandbox with guidance on regulatory expectations and how to fulfil the requirements and obligations set out in this Regulation. Upon request of the provider or prospective provider of the AI system, the competent authority shall provide a written proof of the activities successfully carried out in the sandbox. The competent authority shall also provide an exit report detailing the activities carried out in the sandbox and the related results and learning outcomes. Providers may use such documentation to demonstrate their compliance with this Regulation through the conformity assessment process or relevant market surveillance activities. In this regard, the exit reports and the written proof provided by the national competent authority shall be taken positively into account by market surveillance authorities and notified bodies, with a view to accelerating conformity assessment procedures to a reasonable extent.

8. Subject to the confidentiality provisions in Article 78, and with the agreement of the provider or prospective provider, the Commission and the Board shall be authorised to access the exit reports and shall take them into account, as appropriate, when exercising their tasks under this Regulation. If both the provider or prospective provider and the national competent authority explicitly agree, the exit report may be made publicly available through the single information platform referred to in this Article.

9. The establishment of AI regulatory sandboxes shall aim to contribute to the following objectives:

(a) improving legal certainty to achieve regulatory compliance with this Regulation or, where relevant, other applicable Union and national law;

(b) supporting the sharing of best practices through cooperation with the authorities involved in the AI regulatory sandbox;

(c) fostering innovation and competitiveness and facilitating the development of an AI ecosystem;

(d) contributing to evidence-based regulatory learning;

(e) facilitating and accelerating access to the Union market for AI systems, in particular when provided by SMEs, including start-ups.

10. National competent authorities shall ensure that, to the extent the innovative AI systems involve the processing of personal data or otherwise fall under the supervisory remit of other national authorities or competent authorities providing or supporting access to data, the national data protection authorities and those other national or competent authorities are associated with the operation of the AI regulatory sandbox and involved in the supervision of those aspects to the extent of their respective tasks and powers.

11. The AI regulatory sandboxes shall not affect the supervisory or corrective powers of the competent authorities supervising the sandboxes, including at regional or local level. Any significant risks to health and safety and fundamental rights identified during the development and testing of such AI systems shall result in an adequate mitigation. National competent authorities shall have the power to temporarily or permanently suspend the testing process, or the participation in the sandbox if no effective mitigation is possible, and shall inform the AI Office of such decision. National competent authorities shall exercise their supervisory powers within the limits of the relevant law, using their discretionary powers when implementing legal provisions in respect of a specific AI regulatory sandbox project, with the objective of supporting innovation in AI in the Union.

12. Providers and prospective providers participating in the AI regulatory sandbox shall remain liable under applicable Union and national liability law for any damage inflicted on third parties as a result of the experimentation taking place in the sandbox. However, provided that the prospective providers observe the specific plan and the terms and conditions for their participation and follow in good faith the guidance given by the national competent authority, no administrative fines shall be imposed by the authorities for infringements of this Regulation. Where other competent authorities responsible for other Union and national law were actively involved in the supervision of the AI system in the sandbox and provided guidance for compliance, no administrative fines shall be imposed regarding that law.

13. The AI regulatory sandboxes shall be designed and implemented in such a way that, where relevant, they facilitate cross-border cooperation between national competent authorities.

14. National competent authorities shall coordinate their activities and cooperate within the framework of the Board.

15. National competent authorities shall inform the AI Office and the Board of the establishment of a sandbox, and may ask them for support and guidance. The AI Office shall make publicly available a list of planned and existing sandboxes and keep it up to date in order to encourage more interaction in the AI regulatory sandboxes and cross-border cooperation.

16. National competent authorities shall submit annual reports to the AI Office and to the Board, from one year after the establishment of the AI regulatory sandbox and every year thereafter until its termination, and a final report. Those reports shall provide information on the progress and results of the implementation of those sandboxes, including best practices, incidents, lessons learnt and recommendations on their setup and, where relevant, on the application and possible revision of this Regulation, including its delegated and implementing acts, and on the application of other Union law supervised by the competent authorities within the sandbox. The national competent authorities shall make those annual reports or abstracts thereof available to the public, online. The Commission shall, where appropriate, take the annual reports into account when exercising its tasks under this Regulation.

17. The Commission shall develop a single and dedicated interface containing all relevant information related to AI regulatory sandboxes to allow stakeholders to interact with AI regulatory sandboxes and to raise enquiries with competent authorities, and to seek nonbinding guidance on the conformity of innovative products, services, business models embedding AI technologies, in accordance with Article 62(1), point (c). The Commission shall proactively coordinate with national competent authorities, where relevant.

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View the official text, or browse it online using our AI Act Explorer. The text used in this tool is the ‘Artificial Intelligence Act (Regulation (EU) 2024/1689), Official Journal version of 13 June 2024’. Interinstitutional File: 2021/0106(COD)