Data Protection and Privacy

March 19, 2025

3 min

Navigating EU Compliance for Medical AI Startups: The Intersection of the AI Act and GDPR

For medical AI startups seeking to enter the European market, understanding EU regulations is essential. Two standouts are the AI Act—Europe’s comprehensive framework for governing AI systems—and the General Data Protection Regulation (GDPR), which covers data protection and privacy. This article breaks down how these regulations intersect and offers guidance on the steps needed for compliance, especially when dealing with medical devices, health data, and biometric data.

Jan Czarnocki

Co-Founder & Managing Partner

Table of contents

1. When Does the AI Act Apply to U.S. Medical Startups?

The AI Act, approved by the European Parliament on March 13, 2024, creates a structured framework for regulating AI across the EU. As a U.S. medical startup, you fall under the AI Act if:

  1. Your AI system is marketed in the EU
  2. Regardless of where your company is based, if your AI product or service is sold or deployed in EU member states, you are subject to the AI Act.
  3. Your AI system affects EU citizens
  4. If your platform processes data belonging to EU citizens—especially when it involves high-risk applications like medical devices—you must comply with the AI Act’s guidelines.

Potential Penalties for Non-Compliance

Failure to comply can result in fines of up to 6% of annual global turnover or €30 million (whichever is higher). Beyond financial repercussions, non-compliance can damage your reputation and potentially bar you from operating in the EU.

2. Key Provisions of the AI Act

Under the AI Act, AI systems are classified by risk level. High-risk categories, particularly relevant to medical startups, have stringent requirements:

  • High-Risk AI SystemsMedical AI solutions may qualify as “safety components.” These require rigorous conformity assessments before they enter the EU market. Expect to implement:
    • Robust Data Governance: Ensure data used to train or operate AI is accurate, representative, and free of bias.
    • Transparency Measures: Maintain clear documentation of how your AI system functions, including data sources and decision-making processes.
    • Human Oversight: Provide processes for human intervention and monitoring, especially when AI-driven decisions could impact patient health.

By meeting these criteria, startups demonstrate a commitment to safety, transparency, and ethical use—all critical components of the AI Act.

3. The Intersection with GDPR

The General Data Protection Regulation (GDPR) governs the processing of personal data in the EU. For medical AI startups, GDPR compliance is particularly significant due to the handling of sensitive health and biometric data. Key areas to focus on include:

  1. Lawful Basis for Processing
  2. You must have a valid reason (often explicit consent) to process personal data. This is especially important for sensitive categories like health and biometric information.
  3. Data Subject Rights
  4. Users have the right to access, rectify, and request the deletion of their data. Your systems should be designed to accommodate these requests quickly and efficiently.
  5. Data Protection Impact Assessments (DPIAs)
  6. When introducing new AI systems that could pose a high risk to individuals’ rights and freedoms, conducting a DPIA is essential.
  7. Data Security Measures
  8. Protecting personal data is a core requirement. Implement strong security controls to prevent unauthorized access or data breaches.

4. Relevant U.S. Regulations and Their Role in EU Compliance

Although the primary focus is on European regulations, U.S. medical startups must also consider how domestic laws intersect with the AI Act and GDPR. Aligning with these U.S. regulations can streamline overall compliance:

  • HIPAA (Health Insurance Portability and Accountability Act)
  • HIPAA secures protected health information (PHI) in the U.S. Because HIPAA also demands high levels of security and patient consent, adhering to HIPAA helps in meeting GDPR data security requirements and privacy standards.
  • BIPA (Biometric Information Privacy Act)
  • BIPA regulates the collection and use of biometric data in Illinois. Like GDPR, it mandates explicit consent and gives individuals control over their biometric information. Compliance with BIPA aligns closely with GDPR’s transparency and consent provisions.
  • CCPA (California Consumer Privacy Act)
  • Similar to GDPR, the CCPA gives California residents rights over their personal data. Complying with the CCPA (e.g., offering data access, deletion options) can simplify your GDPR compliance efforts by establishing strong data protection protocols.

5. Practical Compliance Steps for Medical AI Startups

To navigate both the AI Act and GDPR effectively:

  1. Conduct Comprehensive Audits
  2. Regularly review your AI systems, data flows, and security protocols. Check for biases, accuracy, and adherence to transparent decision-making standards.
  3. Implement Robust Data Governance
  4. Develop clear frameworks detailing data collection, processing, and storage methods. Emphasize data minimization—collect only what is necessary and use it solely for stated purposes.
  5. Seek Expert Legal Guidance
  6. Collaborate with attorneys who specialize in EU technology regulations. Staying informed about evolving legal requirements can help you proactively address compliance challenges.
  7. Invest in Training and Awareness
  8. Educate your teams about their obligations under the AI Act and GDPR. Ensuring everyone understands and follows compliant practices is key to reducing risk.

Conclusion

Expanding into the European market offers tremendous opportunities for U.S. medical AI startups, but it also comes with intricate regulatory obligations under the AI Act and GDPR. By taking a proactive, well-informed approach—conducting audits, implementing solid data governance, and staying current with EU and U.S. regulations—you can avoid costly penalties, earn consumer trust, and establish a strong presence in Europe’s healthcare technology sector.

Let us take care of your legal needs

Book your call
30 min free consultation

Download our free
E-Books

Get Expert Legal Guidance Today

Solve your regulatory challenges fast, build trust, avoid regulatory and reputational risks and gain a competitive advantage.

Book your call
30 min free consultation