EU AI Act: AI in Migration, Asylum, and Border Control (2026) | MmowW

Migration and Border AI Under the EU AI Act

The EU AI Act classifies AI systems used in migration, asylum, and border control management as high-risk, reflecting the significant impact these systems have on the fundamental rights of some of the most vulnerable populations. Annex III, Section 7 identifies specific categories of AI systems in this domain that are subject to the comprehensive requirements of Title III, Chapter 2.

These provisions are particularly significant given the EU's existing regulatory framework for migration and border management, including the Common European Asylum System (CEAS), the Schengen Borders Code, and the EU Visa Code. The AI Act adds a layer of AI-specific requirements on top of these existing frameworks.

High-Risk Categories in Migration and Border Control

Polygraph and Emotion Detection

AI systems intended to be used by competent public authorities as polygraphs and similar tools, or to detect the emotional state of a natural person in the context of migration, asylum, and border control are classified as high-risk under Annex III, Section 7(a). This includes AI-based lie detection systems used during asylum interviews, stress detection tools used at border crossing points, and behavioural analysis systems that assess credibility during immigration proceedings.

The use of emotion detection technology in migration contexts raises particular concerns given the stress and trauma experienced by many migrants and asylum seekers, which may produce physiological responses that these systems incorrectly interpret as indicators of deception.

Risk Assessment for Irregular Migration

AI systems used for assessing a risk, including a security risk, a risk of irregular immigration, or a health risk, posed by a natural person who intends to enter or has entered the territory of a Member State are classified as high-risk under Annex III, Section 7(b). This covers automated risk scoring at borders, systems that flag individuals for additional screening, health risk assessment tools used at points of entry, and predictive systems that assess the likelihood of irregular stay.

Document Verification

AI systems used to assist competent public authorities in the examination of applications for asylum, visa, and residence permits, and associated complaints with regard to the eligibility of the natural persons applying for a status, including related assessment of the reliability of evidence, are high-risk under Annex III, Section 7(d). This covers automated document authenticity verification for passports, identity documents, and supporting documentation, AI systems that cross-reference application data against databases, and systems that assist in assessing the credibility of claims made in asylum applications.

Visa and Residence Permit Processing

AI systems used to assist in examining visa applications and residence permit applications are covered under Annex III, Section 7(c) and (d). This includes AI tools that pre-screen visa applications for completeness, systems that assess financial sufficiency documentation, automated background checks against security databases, and AI systems that recommend approval, refusal, or further review of applications.

Fundamental Rights Implications

AI systems in migration contexts interact with several fundamental rights protected under the EU Charter of Fundamental Rights. These include the right to asylum (Article 18), the principle of non-refoulement (Article 19), the right to non-discrimination (Article 21), the rights of the child (Article 24), and the right to good administration (Article 41).

Errors in AI systems used for migration can have severe consequences, including wrongful detention, refusal of protection to persons with valid asylum claims, family separation, and deportation to unsafe conditions. The high-risk classification ensures that providers and deployers implement safeguards proportionate to these risks.

Compliance Requirements

Data Quality and Bias Mitigation

Article 10 requires that training, validation, and testing data be relevant, sufficiently representative, and as free of errors as possible. In migration contexts, this requirement is particularly challenging because training data may reflect historical biases in immigration enforcement, certain nationalities or ethnic groups may be disproportionately represented in enforcement data, and the circumstances of migrants and asylum seekers are highly variable and contextual.

Providers must take specific measures to identify and mitigate biases that could lead to discriminatory outcomes based on nationality, ethnicity, religion, or other protected characteristics.

Human Oversight

Article 14 requires effective human oversight of high-risk AI systems. In migration and border control, this means that AI recommendations regarding visa applications, asylum claims, and border admission decisions must be reviewed by qualified human decision-makers. Automated decisions without meaningful human review are not consistent with the AI Act's requirements for these high-risk applications.

The human oversight requirement aligns with existing EU law. The Schengen Borders Code and EU Visa Code already require that final decisions on admission and visa applications be made by human officers. The AI Act reinforces this requirement and adds specific technical standards for how human oversight must be implemented.

Transparency

Article 13 requires that high-risk AI systems be sufficiently transparent to enable deployers to interpret the system's output and use it appropriately. In migration contexts, this means that border officers and asylum case workers must be able to understand why an AI system flagged an individual or recommended a particular outcome, in order to exercise meaningful oversight.

Article 86 additionally establishes a right to explanation for decisions based on high-risk AI systems that produce legal effects or similarly significantly affect individuals. Asylum seekers and visa applicants whose applications are assessed with AI assistance have the right to an explanation of how the AI system contributed to the decision.

Interaction with Existing EU Migration Law

The AI Act operates alongside the established EU migration and asylum legal framework. Key intersections include the Eurodac Regulation, which governs biometric data of asylum seekers, the Schengen Information System (SIS) Regulation, ETIAS (European Travel Information and Authorisation System), and the EU Visa Information System (VIS). AI systems that interface with these EU-wide databases must comply with both the AI Act and the specific data protection and procedural requirements of each system.

Start your AI compliance journey to assess your migration and border control AI systems against EU AI Act requirements.

This article is for informational purposes only and does not constitute legal advice. Regulatory requirements change frequently — verify current rules with official sources. Built by Sawai Gyoseishoshi Office, Hiroshima, Japan.