Article 96 — Guidelines from the Commission on the implementation of this Regulation (EU AI Act)

Article 96 of Regulation (EU) 2024/1689 — Guidelines from the Commission on the implementation of this Regulation. Official text, practical interpretation, key obligations and compliance implications.

Official Text Summary

Article 96 of Regulation (EU) 2024/1689 (the EU AI Act) mandates the European Commission to issue guidelines on the practical implementation of the Regulation. These guidelines must be published no later than 2 August 2026, two years after the Regulation's entry into force.

The article specifies a non-exhaustive list of subject matters the guidelines shall address. These include: the practical application of the requirements imposed on high-risk AI systems listed in Annex III; the correct application of the definition of an AI system under Article 3(1) and its boundaries relative to conventional software; the interaction and articulation between the EU AI Act and other applicable Union law, notably sectoral legislation in areas such as financial services, healthcare, and employment; and the scope and application of the prohibited AI practices enumerated in Article 5.

Article 96 further directs the Commission to pay particular attention to the needs of small and medium-sized enterprises, including start-ups, when drafting these guidelines. This reflects the Regulation's broader objective, expressed in Recital 9 and Article 62, of reducing disproportionate compliance burdens on smaller operators. The Commission may update the guidelines over time to reflect evolving technology, market practice, and enforcement experience, ensuring that the interpretive framework remains aligned with the Regulation's objectives throughout its phased implementation.

What This Means in Practice

For providers and deployers of AI systems operating in the EU, Article 96 creates an important practical resource: official interpretive guidance from the institution responsible for proposing and overseeing the Regulation. While the guidelines are not legally binding, they represent the Commission's authoritative view on how the Regulation should be read and applied, and national competent authorities are likely to refer to them when conducting market surveillance and enforcement.

For AI system providers, the guidelines will clarify the boundary between high-risk and non-high-risk classification under Annex III — one of the most contested interpretive questions in the Regulation. They will also provide practical examples of what constitutes a prohibited practice under Article 5, reducing legal uncertainty around edge cases such as subliminal manipulation or real-time biometric categorisation.

For deployers operating in regulated sectors such as banking, insurance, or healthcare, the guidelines will map the relationship between the AI Act's requirements and existing sectoral obligations, helping compliance teams avoid duplication and identify where the AI Act imposes obligations beyond what sector-specific law already requires.

For SMEs and start-ups, the guidelines are particularly valuable. Article 96 requires the Commission to specifically consider their needs, which in practice should mean simplified explanations, worked examples, and tools (such as checklists or decision trees) that reduce the cost of legal interpretation.

Compliance teams should monitor the Commission's AI Office and Official Journal for the publication of guidelines and treat them as primary reference documents when building or reviewing their AI governance frameworks.

Key Obligations

• The European Commission must issue guidelines on the practical implementation of the EU AI Act no later than 2 August 2026.
• The guidelines must specifically address the practical application of requirements for high-risk AI systems falling under Annex III.
• The guidelines must clarify the definition and scope of "AI system" under Article 3(1), including how it distinguishes AI systems from conventional software.
• The guidelines must address the interaction between the EU AI Act and other applicable Union legal frameworks, including sectoral legislation.
• The guidelines must address the application of the prohibited AI practices set out in Article 5.
• When drafting the guidelines, the Commission must give particular consideration to the needs of small and medium-sized enterprises and start-ups to facilitate their compliance.

Relationship to Other Articles

Article 96 functions as an implementation support mechanism across the entire Regulation and therefore has connections to a wide range of provisions. Its most direct links are to Article 3(1) (definition of AI system), Article 5 (prohibited practices), Annex III (high-risk AI system classifications), and Articles 8–15 (requirements for high-risk AI systems) — these being the substantive areas the guidelines must cover as a minimum.

Article 96 also connects to Article 62, which addresses measures in favour of SMEs and start-ups, and to Article 95, which governs voluntary codes of conduct — both being part of the broader framework of non-binding compliance support tools.

More broadly, Article 96 should be read alongside the governance architecture established under Title VII and Title VIII, particularly the role of the European AI Office (Article 64) and the AI Board (Article 65), since these bodies contribute to ensuring consistent interpretation and implementation across Member States. The guidelines issued under Article 96 complement, but do not replace, the technical standards and harmonised standards referenced in Article 40.

Compliance Timeline

Article 96 sits within the broader phased application schedule of Regulation (EU) 2024/1689:

• 1 August 2024 — The Regulation entered into force, triggering the start of all internal preparation obligations.
• 2 February 2025 — Prohibited AI practices under Article 5 became applicable. The Article 96 guidelines, when published, will retrospectively clarify the scope of these prohibitions, but operators must already be compliant.
• 2 August 2025 — Rules on general-purpose AI (GPAI) models under Title III, Chapter 5 became applicable, including transparency and systemic risk obligations.
• 2 August 2026 — Deadline by which the Commission must publish the Article 96 guidelines. This date also marks the application of Articles on notified bodies and national competent authorities. Compliance teams should incorporate the guidelines into their governance frameworks as soon as they are published.
• 2 December 2026 — High-risk AI systems listed in Annex III (excluding those covered by existing Union harmonisation legislation) become subject to the full requirements of Title III, Chapter 2.
• 2 August 2027 — High-risk AI systems covered by Union harmonisation legislation listed in Annex I become fully subject to the Regulation.

Operators should not wait for the Article 96 guidelines before beginning compliance work, as most substantive obligations apply on earlier dates. The guidelines will serve as a tool to refine and validate existing compliance programmes rather than as a starting point.