EU Artificial Intelligence Act · FAQ index

Questions and answers

Search the answers across this artifact’s FAQ modules. Open any answer in its guide or copy a direct link to share it.

41 questions across 10 modules

Back to FAQ overview
Author
Sorena AI
Published
May 9, 2026
Updated
Oct 21, 2026
Browse 10 FAQ modules

Showing 1–15 of 41 questions

Are you the provider or the deployer?

How do provider and deployer roles differ?

A develops an AI system or general-purpose AI model, or has one developed, and places it on the market or puts the system into service under its own name or trademark. Development, commissioning, branding and first supply or use all matter. Writing the code alone does not decide the role.

A uses an AI system under its authority, except for purely personal, non-professional use. A company using a supplier's system can be the deployer while the supplier remains the . Check who controls the use, operating process, users, relevant input data and oversight.

  • Treat name, trademark, market-placement records, commissioning contracts, technical documentation, and launch materials as evidence.
  • Treat business-process ownership, user instructions, access controls, input-data procedures, monitoring records, and logs under the organisation's control as evidence.
  • Do not use 'owner' as a substitute role. The AI Act uses defined actors such as , , importer, distributor, authorised representative, product manufacturer, and operator.
  • Classify each system and model separately. A party can be the of one AI system, the of a modified high-risk system, and a downstream provider integrating a GPAI model in another product.

Can one organisation hold both roles?

Yes. Article 3 definitions do not make the roles mutually exclusive. For example, an organisation that develops and puts an AI system into service under its own name can be the , while the same organisation also uses that system internally under its authority as . The evidence should identify which obligations are being met in which capacity.

Is a purchaser always only a ?

No. A purchaser using a supplier system under its authority will normally be a for that use. Article 25 can shift status if the purchaser rebrands an existing high-risk system, substantially modifies it while it remains high-risk, or changes the intended purpose of a previously non-high-risk system so that it becomes high-risk.

Are you the provider or the deployer?

What do the other supply-chain roles mean?

Operator is the umbrella term for a , product manufacturer, , authorised representative, importer or distributor. Identify the specific role before assigning duties.

An authorised representative is EU-based and has a written mandate. An importer first places on the EU market a system bearing a third-country person's name or trademark. A distributor makes a system available on the EU market and is neither its provider nor importer.

A product manufacturer is treated as the of a high-risk AI system that is a safety component of a product covered by the Union harmonisation legislation in Section A of Annex I when the system is placed on the market together with the product under the manufacturer's name or trademark, or is put into service under that name or trademark after the product has been placed on the market.

  • For authorised representatives, keep the written mandate and the identity; the mandate does not erase the provider role.
  • For importers, keep evidence of the third-country name or trademark on the AI system and the first Union market placement route.
  • For distributors, keep supply-chain records showing the system was made available without the distributor being the or importer.
  • For product manufacturers, keep the product-law file showing whether the AI system is a safety component and whether it is placed on the market together with the product under the manufacturer's name or trademark, or put into service under that name or trademark after the product has been placed on the market.
  • For operators, map every concrete actor to one of the named Article 3 roles before assigning obligations.
Are you the provider or the deployer?

When can you become the provider of an existing system?

Article 25 has three triggers for a system already on the market or in service. A party becomes the if it puts its name or trademark on a high-risk system, substantially modifies a high-risk system while it remains high-risk, or changes a non-high-risk system's intended purpose so it becomes high-risk. The last trigger also covers general-purpose AI systems. The branding trigger preserves contractual arrangements allocating obligations differently.

The initial then ceases to be the provider of that specific system for AI Act purposes. It must cooperate closely with the new provider and supply necessary information, technical access and reasonably expected assistance. That cooperation duty does not apply where the initial provider clearly said its system must not be changed into a high-risk system.

Article 25, as amended by Regulation (EU) 2026/1744, specifies that this cooperation includes, where relevant, technical documentation sufficient to assess Article 16 compliance, known limitations and failure modes, and targeted technical access for testing and validation.

Use contracts to agree work, access, assistance, confidentiality and liability. Under amended Article 25(4), a high-risk system and a supplier of an integrated system, model, tool, service, component or process must specify the necessary information, capabilities, technical access and assistance in writing. Publicly accessible free and open-source tools, services, processes and components are excluded from that paragraph; general-purpose AI models are not.

  • Rebranding evidence: name or trademark in the user interface, packaging, app-store listing, customer contract and public materials.
  • Substantial-modification evidence: change request, architecture or operating-system change, model or software change, conformity-impact analysis, and whether the modification was foreseen in the initial conformity assessment.
  • Intended-purpose evidence: original instructions for use, technical documentation, sales materials, new use case, deployment context, and why the changed use brings the system within Article 6 high-risk classification.
  • Cooperation evidence: information requests to the initial , technical-access records, assistance received, refusals or limitations, and trade-secret handling.
  • Written-agreement evidence: supplied component or model, required information and capabilities, testing or validation access, assistance, delivery timing, confidentiality controls, and the basis for any free and open-source exception.

Does every configuration change create status?

No. Article 25 is triggered by the listed circumstances, including a of a high-risk AI system or a changed intended purpose that makes a system high-risk. Article 3 defines substantial modification as a post-market or post-service change not foreseen or planned in the initial conformity assessment that affects compliance with high-risk requirements or modifies the assessed intended purpose.

Can contracts allocate rebranding obligations differently?

Article 25 says the name-or-trademark trigger applies without prejudice to contractual arrangements stipulating that obligations are otherwise allocated. The public role classification should still record who put the name or trademark on the system and what the contract actually allocates.

When do the high-risk role duties apply?

Regulation (EU) 2026/1744, published on 24 July 2026 and entering into force on 27 July 2026, moves Chapter III Sections 1 to 3, except Article 6(5), to 2 December 2027 for Article 6(2) Annex III systems and 2 August 2028 for Article 6(1) Annex I systems. The Article 3 definitions of , , importer, distributor, and operator are part of Chapter I and already apply; the later dates govern the high-risk duties and role shifts in Chapter III.

Are you the provider or the deployer?

Who provides the model and who provides the system?

Keep the model separate from the provider of a system built with it. A general-purpose AI model provider does not automatically provide every downstream system. Annex XII requires model information for system builders.

Commission guidance gives three examples: developing and marketing a general-purpose model; commissioning one and marketing it; or integrating a model into a system. The first two can make the organisation the model . The third can make it the system provider.

Modifying a model does not automatically make you its . Commission guidance looks for significant changes to generality, capabilities or systemic risk and gives an indicative training-compute criterion. Keep the change evidence and apply the guidance to the actual modification.

  • Keep separate records for the general-purpose AI (GPAI) model , the system provider and the using it in a specific process.
  • Ask for downstream- information listed in Annex XII, including model tasks, integration types, acceptable-use policies, release and distribution methods, licence, input and output modalities, and technical means for integration.
  • If a team fine-tunes or otherwise modifies a GPAI model, record who controlled the modification, what changed, the additional training data or compute evidence available, and whether the change affects generality, capabilities, or systemic risk.
  • If the GPAI model is integrated into a high-risk AI system, preserve the chain from model documentation to system technical documentation, instructions for use, human oversight, monitoring, and conformity evidence.
Are you the provider or the deployer?

What proves the role decision?

Keep a role matrix for each system and model version. Record the legal role, the facts that create it and the responsibility assigned. A single AI-owner field cannot describe a supplier relationship with several model and system roles.

For duties, preserve records showing use according to instructions, human oversight assignment, monitoring based on instructions for use, incident escalation to /importer/distributor and authorities where relevant, logs under deployer control, worker information where workplace use is involved, and any required fundamental-rights impact assessment for covered high-risk deployments.

  • Role matrix: , , importer, distributor, authorised representative, product manufacturer, GPAI model provider, AI system provider, and downstream provider for each model or system version.
  • Market and first-use evidence: first EU availability, , brand or trademark, product bundle, app or application programming interface (API) release, and customer-facing materials.
  • Intended-purpose evidence: instructions, technical documentation, sales materials, deployment use case, affected user groups, and any changed purpose assessment.
  • Change evidence: modification description, whether the change was foreseen in the initial conformity assessment, impact on high-risk requirements, new conformity-assessment need, and cooperation records.
  • GPAI integration evidence: Annex XII-style downstream information, model dependencies, distribution channel, licence, integration means, acceptable-use policy, and modification or fine-tuning record.
  • operation evidence: oversight assignment, input-data controls, monitoring notes, log-retention rationale, worker or affected-person notices where applicable, and escalation records.
Do you need a notified body?

Which systems need a notified body?

For Annex III point 1 biometric systems, a provider may choose Annex VI internal control or Annex VII notified-body assessment when it demonstrates compliance using the relevant harmonised standards or, where applicable, common specifications. Articles 40 and 41 set the standards and specifications rules.

Annex III point 1 is the biometrics category. It covers specified remote biometric identification systems, biometric categorisation systems using sensitive or protected characteristics or inferred attributes, and emotion recognition systems, subject to the precise Annex III wording and exclusions. It should not be confused with every system that processes a face, voice, or other biometric data.

For those biometric systems, Annex VII becomes mandatory if relevant standards and specifications are unavailable, a relevant is unused or only partly applied, or available common specifications are unused. It also applies to the restricted part where a harmonised standard was published with a restriction.

Annex III points 2-8 use Annex VI internal control. Article 43 requires no notified-body involvement for that route.

For high-risk AI systems covered by Union harmonisation legislation in Section A of Annex I, Article 43(3), as replaced by Regulation (EU) 2026/1744 from 27 July 2026, keeps the conformity route under the applicable product law and makes the AI Act Section 2 requirements part of that assessment. If that product law permits assessment without a third party when all relevant harmonised standards are applied, inclusion of a high-risk AI safety component does not by itself force third-party assessment. If the same system is also listed in Annex III, the product-law route controls.

For Article 6(1) systems related to Annex I Section B products, amended Article 2(2) limits which AI Act provisions apply directly. Use the relevant sector law instead of assuming the Annex VI/VII route applies. For Section A systems, amended Article 43(3) also includes Article 17 quality-management assessment in the product procedure.

  • Start with the legal basis for high-risk classification: Annex III point 1, Annex III points 2-8, or Annex I Section A product legislation.
  • Record which harmonised standards or common specifications were applied in full, applied in part, unavailable, or published with restrictions.
  • Use Annex VII when Article 43 makes notified-body assessment mandatory for the route, not simply because the system is high risk.
  • A after assessment triggers a new . For systems that continue to learn, Article 43(4) excludes changes predetermined at the initial assessment and included in the technical documentation; record the limits of those planned changes.

Does EN 18286:2026 remove the need for a ?

No. Implementing Decision (EU) 2026/2274 cited EN 18286:2026 on 14 October 2026, with a presumption of conformity limited to covered requirements. Annex ZA maps Article 17(1) quality management system requirements and the first sentence of Article 11(1), with conditions; Article 17(2)-(4) remain uncovered. EN 18286 alone does not cover all Chapter III Section 2 requirements or establish the Annex III point 1 conditions for Annex VI internal control. Where Article 43 requires Annex VII, notified-body assessment of the quality management system and technical documentation still applies. The citation does not change application dates. See the harmonised standards and quality-management guide for the coverage conditions and evidence map.

Do all high-risk systems need a ?

No. Article 43 sends Annex III points 2 to 8 high-risk AI systems to Annex VI internal control without notified-body involvement. For Annex III point 1 systems, the provider may choose Annex VI or Annex VII when it applies the relevant harmonised standards or common specifications, but must use Annex VII in the circumstances listed in Article 43(1). Annex I product-law systems follow the conformity route in the applicable product legislation.

What should the route decision record?

It should identify the system, intended purpose, high-risk basis, Article 43 route, standards or common specifications relied on, whether Annex VI or Annex VII applies, any used, and whether a or planned change would reopen the assessment.

When do conformity-assessment duties apply?

Regulation (EU) 2026/1744, published on 24 July 2026 and entering into force on 27 July 2026, sets different dates for Chapter III Sections 1 to 3, except Article 6(5). The duties apply from 2 December 2027 to systems classified as high-risk under Article 6(2) and Annex III, and from 2 August 2028 to systems classified as high-risk under Article 6(1) and Annex I. Article 111 contains separate transition rules for systems placed on the market or put into service before the applicable date.

Do you need a notified body?

What does internal control require?

Under Annex VI, the provider checks its own evidence. It must verify that the quality management system meets Article 17, examine the technical documentation against Chapter III Section 2, and check that design, development and post-market monitoring match that documentation.

Prepare the technical documentation before market placement or first use and keep it current. Article 11 requires enough information for authorities and notified bodies to assess compliance. Annex IV lists the contents: purpose, versions, development, data, oversight, testing, cybersecurity, risk management, standards, declaration and monitoring.

  • Maintain Article 17 quality-management records covering regulatory strategy, design control, development, validation, standards, data management, risk management, post-market monitoring, serious-incident reporting, authority communications, record keeping, resources, and accountability.
  • Keep Article 11 and Annex IV technical documentation current with the system version, intended purpose, interfaces, data, testing, human oversight, cybersecurity, risk management, standards, declaration of conformity, and post-market monitoring plan.
  • Retain the Article 18 evidence set for 10 years after the high-risk AI system is placed on the market or put into service.
  • Link release gates to the provider duties in Article 16: , EU declaration of conformity, CE marking, and Article 49 registration before market placement or service.

Is internal control self-certification?

The provider performs the checks without a . It must still verify the Article 17 quality management system, examine the technical documentation against the high-risk requirements, and check that design, development and monitoring match the file. Keep evidence of those checks.

Which documents must be ready before release?

At minimum, the provider should have the Article 11 technical documentation, Article 17 quality-management documentation, applicable logs and test evidence, the conformity route decision, the Article 47 EU declaration of conformity, CE-marking evidence, and Article 49 registration evidence where registration applies.

Do you need a notified body?

What does a notified body assess?

Under Annex VII, a reviews both the provider's quality management system and the system's technical documentation. The application identifies the provider and all AI systems covered by that management system. Include technical documentation for each system, Article 17 management-system records, procedures to keep it effective, and a declaration that the same application was not filed with another body.

The body may ask for evidence or tests and carry out tests itself. If other reasonable means are insufficient, it may seek access to training and trained models, subject to intellectual-property and trade-secret protection. It issues a Union technical documentation assessment certificate if the system conforms, or refuses with reasons.

Approval brings continuing surveillance, including periodic audits of the quality management system. Notify the body of intended changes to that system or the covered-system list, and of AI-system changes that could affect compliance or intended purpose.

  • Prepare one package for the quality management system and one for the AI system technical documentation.
  • Do not lodge the same Annex VII application with multiple notified bodies at the same time.
  • Plan how the provider will supply further evidence, testing, data-set access, or model access if the requests it within the limits of Annex VII.
  • Track certificate conditions, supplements, refusal reasons, surveillance audit reports, and notified-body change decisions as controlled release records.

Can we choose any ?

For Annex VII assessment, Article 43 permits provider choice within the body's notified scope, subject to the authority routes. The relevant market surveillance authority acts as for systems intended for law-enforcement, immigration or asylum authorities, or Union institutions, bodies, offices or agencies. For systems within amended Article 75(1) AI Office competence that require third-party assessment, Article 75(1e) makes the AI Office responsible and provides for designated notified bodies acting on the Commission's behalf.

What should procurement ask before appointing one?

Ask which AI Act activities the body is notified for, its identification number, scope, evidence intake requirements, assessment timeline assumptions, certificate and surveillance process, subcontractor use, confidentiality handling, and how it treats intended changes or substantial modifications.

Do you need a notified body?

What must be ready after the assessment?

Prepare an EU declaration of conformity for each high-risk system under Article 47. It may be written, machine-readable, physical or electronically signed. Identify the system, state compliance with Chapter III Section 2, include Annex V information and translate it for relevant authorities. Keep it current and available to national competent authorities for 10 years.

Article 48 requires CE marking for high-risk AI systems. For digital high-risk AI systems, a digital CE marking can be used only when it is easily accessible through the system interface or through an accessible machine-readable code or other electronic means. Where a was responsible for the Article 43 , its identification number follows the CE marking and is also indicated in promotional material that mentions CE conformity.

Article 49 registration is separate from CE marking and must be checked before release. Providers or authorised representatives register themselves and Annex III high-risk AI systems in the EU database before placing them on the market or putting them into service, except for point 2 of Annex III, which is registered at national level. Providers also register systems they concluded are not high risk under Article 6(3). Public authorities, Union institutions, bodies, offices, agencies, and persons acting on their behalf have deployer registration duties for covered Annex III systems before use.

Article 46 lets a market surveillance authority authorise a specific high-risk system for a limited period before assessment is complete. The reasons must meet its exceptional public-security, life-and-health, environmental or key-infrastructure conditions. Complete assessment without undue delay. The authority must grant the permission. For Annex I Section A products, Article 46(7) limits the exception to the applicable product-law route.

  • Attach the Article 47 declaration to the system record and include Annex V content such as system identification, provider identity, responsibility statement, conformity statement, standards or common specifications, notified-body details where applicable, and signature information.
  • Confirm the CE mark location: interface, machine-readable code, packaging, or accompanying documentation, depending on the system form.
  • When a was involved, include its identification number after the CE marking and in CE-conformity promotional material.
  • Submit and maintain Article 49 and Annex VIII registration information where the system or deployer falls within the registration rules.

Does CE marking replace registration?

No. CE marking indicates conformity with the AI Act and applicable Union law, while Article 49 requires registration for specified high-risk AI systems and certain deployer uses in the EU database or, for Annex III point 2 systems, at national level.

What should a launch reviewer check?

Check that the Article 43 route is complete, technical documentation and quality-management records are current, the EU declaration of conformity is signed and retained, CE marking is correctly applied, notified-body certificate details are captured where applicable, and Article 49 registration duties have been completed or marked not applicable with the legal reason.

Does this tool count as AI?

Does rules-based software count as AI?

An is machine-based, operates with some autonomy and infers from inputs how to generate outputs. Those outputs can include predictions, content, recommendations or decisions that influence a physical or virtual environment. Check all parts of Article 3(1), including explicit or implicit objectives and the possibility of adaptation after deployment.

A tool is less likely to be an when it only executes rules defined solely by people, such as fixed validation checks, deterministic routing tables, hard-coded eligibility rules, or ordinary calculations with no learning, reasoning, modelling, or inference beyond basic data processing.

Use Article 3(1) and Recital 12 to classify the actual system. The Commission's definition guidelines explain its interpretation; they do not replace the legal definition. Keep evidence of how the tool infers its outputs. A supplier label such as AI-powered or automated does not settle the question.

  • Record the inputs, objective, output type, autonomy level, and whether the system derives a model, algorithm, recommendation, prediction, content, or decision from data or encoded knowledge.
  • Separate deterministic automation from inference: a manually written rule that always produces the same result from the same fields is not enough by itself.
  • Treat logic- and knowledge-based systems as possible AI systems when they infer from encoded knowledge or symbolic representations, even without machine learning.
  • Keep the intended-purpose evidence from instructions, sales material, product specifications, and technical documentation because Article 6 high-risk classification depends on purpose and use context.

Does simple rules-based software count as AI?

Usually no, if the software is based only on rules defined by people to automatically execute operations. Recital 12 says the definition should not cover simpler traditional software or programming approaches based solely on human-defined rules. Escalate the case when the rules engine also learns, reasons, models, ranks, recommends, predicts, or otherwise infers from inputs or encoded knowledge.

Does inference require machine learning?

No. Inference can use machine learning or logic- and knowledge-based methods that reason from encoded knowledge or symbolic representations. Check whether the system infers how to generate outputs for an explicit or implicit objective.

Does this tool count as AI?

Is it a model, a system or a product component?

Keep separate records for the (GPAI model) and the built with it. The model supplies reusable capabilities. The system uses those capabilities for an . A company that integrates the model into its own system can have system-provider duties for that integration.

Embedded and product-linked cases need two checks. First, decide whether the AI component itself is an . Second, decide whether Article 6 makes it high-risk because it is a safety component, is itself a covered product, or falls into an Annex III use case.

Apply the amended safety-component tests in Regulation (EU) 2026/1744. A safety function has the of preventing or mitigating health and safety risks. Solely non-safety user assistance, optimisation, efficiency, automation, convenience, or quality control does not qualify, but a failure or malfunction that would endanger health and safety still does. A product assessment required solely for non-health-and-safety risks, such as spectrum distribution or electromagnetic interference without a health-and-safety effect, does not satisfy Article 6(1)(b).

  • For GPAI, identify the model, the provider placing the model on the Union market, and any downstream provider integrating it into a specific .
  • For embedded software, document whether the is physically integrated into the product or serves product functionality without being physically integrated.
  • For product safety cases, check whether the is a safety component of a product or is itself a product covered by Annex I legislation and subject to third-party conformity assessment.
  • For Annex III cases, match the exact listed use case. To rely on Article 6(3), establish no significant risk of harm, at least one listed condition, and no profiling of natural persons. Conditions cover a narrow procedural task, improvement of completed human work, properly reviewed decision-pattern detection, or preparation for the listed assessment; document and register the conclusion.

Is a the same as an ?

No. Article 3 separately defines a and a general-purpose . A GPAI model displays significant generality and can be integrated into downstream systems or applications. A general-purpose AI system is an AI system based on a GPAI model and capable of serving a variety of purposes. The classification record should therefore identify the model, the system built from it, and the actor responsible for each.

When is embedded AI high-risk?

An embedded AI component can be high-risk when Article 6(1) applies: the is intended as a safety component of a product, or is itself a product, covered by Annex I Union harmonisation legislation and that product or system must undergo third-party conformity assessment. Separately, an embedded or non-embedded AI system can be high-risk if its intended use is listed in Annex III.

Does this tool count as AI?

Does the EU connection or your role change the answer?

The Act can cover providers outside the EU when they place AI systems or general-purpose AI models on the EU market. It can also cover non-EU providers or deployers whose system outputs are used in the EU. Article 2 separately addresses EU deployers, importers, distributors, product manufacturers, authorised representatives and affected people in the EU.

Role classification is fact-specific and can change after launch. A distributor, importer, deployer, or other third party can become the provider of a if it puts its name or trademark on the system, substantially modifies it, or changes the so that the system becomes high-risk.

Scope exclusions also matter. The Regulation contains specific exclusions for personal non-professional use, certain scientific research and development activity, pre-market research, testing or development that respects applicable Union law, and some free and open-source releases. Those exclusions have conditions and do not create a general exemption for commercial deployment, prohibited practices, high-risk systems, or Article 50 uses. The Article 2(8) pre-market exclusion does not cover testing in real-world conditions.

  • Map the market path: who develops, brands, imports, distributes, deploys, integrates, or productizes the system or GPAI model.
  • Record the EU connection: Union market placement, Union putting into service, EU establishment or location of the deployer, Union use of outputs, or affected persons located in the Union.
  • Check whether a supplier answer covers only the model, only the , only the deployment, or the product into which the system is integrated.
  • Reclassify after material changes to , branding, integration, safety function, user population, EU market availability, or human-impacting use case.

Can a non-EU provider be covered?

Yes. Article 2 covers providers placing AI systems or GPAI models on the Union market regardless of whether the provider is in the Union or a third country. It also covers providers and deployers in a third country where the output produced by the is used in the Union.

Can a deployer or distributor become the provider?

Yes. For a system already placed on the market or put into service, Article 25 can transfer provider duties when a third party puts its name or trademark on a high-risk system, substantially modifies it while it remains high-risk, or changes a non-high-risk system's so that it becomes high-risk. The branding trigger is without prejudice to contractual arrangements allocating the obligations differently. Record which trigger applies; a technical update alone does not prove .

Does an open-source licence create an exemption?

Not always. Article 2(12) excludes AI systems released under free and open-source licences unless they are placed on the market or put into service as high-risk systems or as systems covered by Article 5 prohibited practices or Article 50 transparency duties. The licence label therefore does not remove those categories or decide whether a commercial actor has placed the system on the market.

Is purely private use covered?

The Regulation does not apply to deployer obligations where a natural person uses an in a purely personal, non-professional activity. That exclusion is limited to the person's deployer obligations; it does not remove obligations that apply to the provider or another operator placing the system on the Union market.

Does this tool count as AI?

What evidence should you keep?

Keep enough evidence for someone else to repeat the classification. Identify the software, model or system assessed; why it meets or falls outside the AI definition; its ; the EU connection; each actor's role; and the high-risk checks completed.

For high-risk and near-high-risk cases, align the evidence with Annex IV-style system description fields even if the team is still at classification stage: interactions with other hardware or software, form of supply, product integration, development methods, third-party components, output quality, monitoring, limits, and lifecycle changes.

  • definition evidence: autonomy, inputs, objectives, output type, inference method, model or algorithm derivation, and why simple human-defined rules are or are not enough to describe the tool.
  • GPAI evidence: model identity, model provider, downstream system provider, integration method, tasks the model can perform, and system-specific .
  • High-risk evidence: Article 6(1) product-safety check, Annex III use-case check, any Article 6(3) not-high-risk rationale, and profiling status.
  • Role and scope evidence: provider, deployer, importer, distributor, product manufacturer, authorised representative, EU market or output-use facts, branding, substantial modifications, and intended-purpose changes.
  • Change evidence: version history, technical modifications, deployment context changes, supplier changes, instructions for use, and the date and approver of each reclassification.
How do you monitor AI after release?

What monitoring does Article 72 require?

Providers must establish and document monitoring proportionate to the system's technology and risks. Actively and systematically collect, record and analyse relevant performance data throughout its lifetime.

Keep the post-market monitoring plan in the Annex IV technical documentation. The 2026 amendment replaces the earlier implementing-act mechanism with Commission guidance and a template, due by 2 September 2027. It was published on 24 July 2026 and entered into force on 27 July. Until the guidance is available, you can use your own or a vendor's form to organise evidence; identify it as that form.

For high-risk systems already covered by Section A of Annex I product legislation, Article 72 allows the provider to integrate equivalent AI Act elements into an existing sectoral post-market system and plan. The same integration option applies to Annex III point 5 systems placed on the market or put into service by financial institutions subject to Union financial-services governance rules.

  • Define the monitored high-risk AI system, intended purpose, deployed versions, integrations, and known interaction points with other AI systems.
  • Specify which performance, safety, fundamental-rights, robustness, cybersecurity, anomaly, complaint, and incident signals are collected after deployment.
  • Explain how deployer feedback and other external sources are triaged, documented, analysed, and fed into risk management and technical documentation updates.
  • Link monitoring outputs to Article 20 corrective action and Article 73 serious-incident reporting so risk signals do not stop at product support.
  • Keep the monitoring plan with the technical documentation and update the lifecycle change record when provider-made changes affect the system.

What should the monitoring process do?

Keep a documented monitoring system and plan. Collect and analyse relevant lifetime performance data and deployer feedback where relevant. Check continued compliance with Chapter III Section 2 and route risk signals to corrective action or serious-incident reporting when the legal triggers are met. The provider owns this Article 72 process.

When does Article 72 apply?

Article 72 remains on the AI Act's general application date of 2 August 2026. Regulation (EU) 2026/1744 separately moves Chapter III Sections 1 to 3 to 2 December 2027 for Annex III high-risk systems and 2 August 2028 for Annex I high-risk systems. Providers should record which provisions apply to the specific system and date instead of treating every high-risk obligation as having one start date.

How do you monitor AI after release?

How should feedback, incidents and corrective action connect?

Deployers monitor use according to the provider's instructions and, where relevant, inform providers under Article 72. They supply important evidence even though the provider owns the plan.

If instructed use may create an Article 79(1) risk to health, safety or fundamental rights, the deployer must suspend use and inform the provider or distributor and relevant market surveillance authority without undue delay. For a , immediately inform the provider first, then the importer or distributor and relevant authorities. If the provider cannot be reached, apply Article 73 with the necessary role adjustments. The notification duty excludes sensitive operational data of law-enforcement deployers.

Give ordinary feedback, nonconformity, risks and serious incidents separate handling routes. Under Article 20, a provider that considers or has reason to consider a high-risk system nonconforming must immediately bring it into conformity, withdraw it, disable it or recall it, as appropriate.

  • Deployer feedback intake: capture the system, version, use context, instruction-for-use step, observed output, affected persons or groups, operator action, and available logs.
  • Risk escalation: if the deployer reports an Article 79(1)-type risk, record the suspension status, market-surveillance authority notice, and provider response owner.
  • Serious-incident escalation: link the record to Article 73 reporting analysis, causal-link assessment, authority routing, investigation, risk assessment, and corrective action.
  • Corrective action: document whether the provider brought the system into conformity, disabled it, withdrew it, recalled it, or informed distributors, deployers, authorised representatives, or importers.
  • Log handling: use Article 12 and Article 19 provider logs and Article 26 deployer-controlled logs to reconstruct the event, but check privacy, sector, and law-enforcement limits before requesting or transferring data.