As AI systems and digital health solutions become increasingly integrated into transitional care, navigating the complex landscape of tech legislation is more important than ever. Addressing this challenge, EVOLVE2CARE partnered with the Data Pact project to deliver an insightful webinar focusing on the legal implications of Artificial Intelligence (AI) and the automation of regulatory compliance.
The webinar brought together innovators, Living Labs, legal experts, and healthcare stakeholders to discuss how current laws impact health data processing and how new technologies can help automate compliance monitoring.
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Connecting Innovation with Living Labs
The session opened with an introduction to the EVOLVE2CARE project’s mission to bridge the gap between stakeholders in transitional care by utilizing Living Labs as a research and innovation enabler. The project utilized the Axelab platform from the European Network of Living Labs to launch an open call, successfully providing 10 vouchers of 5,008 euros to external companies. Through this initiative, Living Labs provided critical services like usability testing and real-world validation, helping companies overcome regulatory and business model hurdles to accelerate market readiness.
Navigating the Intersection of GDPR and the EU AI Act
The webinar’s next featured speaker, Sharon Srirap from the Malta IT Law Association and the Data Pact project, explored the profound legal implications of AI systems. The presentation highlighted the intrinsic link between data and law, noting that AI systems in the healthcare sector rely on vast volumes of sensitive personal data to learn and make predictions.
A central message was the interplay between different regulations, specifically the GDPR and the EU AI Act. While the GDPR targets constrained data use through principles like purpose limitation and data minimization, AI systems inherently thrive on expansive and flexible data sets. To navigate this tension, the presentation emphasized the importance of utilizing synthetic or anonymized data wherever possible and implementing privacy by design and default, particularly when dealing with special categories of health data.
Automating Compliance with ODRL
To bridge the gap between complex legal texts and practical implementation, Paolo introduced technological approaches to automate compliance elements. The discussion focused on the Open Digital Rights Language (ODRL), a machine-readable web standard used to represent usage policies, permissions, prohibitions, and obligations.
Paolo demonstrated how the Data Pact project has developed a comprehensive mathematical semantics model for ODRL, effectively removing ambiguity from policy interpretation. This innovative approach allows systems to evaluate streams of eventsāsuch as electronic health records being accessedāagainst established policies to automatically flag non-compliant actions. By utilizing tools like policy editors and ODRL evaluation engines, organizations can streamline data sharing agreements and evaluate access control requests in an exact and efficient manner.
Preparing for the Future of Digital Health
The webinar demonstrated the immense value of cross-disciplinary collaboration in understanding the evolving regulatory frameworks. By bringing together Living Lab methodologies, legal expertise, and automated compliance tools, the session provided valuable insights for innovators and stakeholders seeking to responsibly design and deploy AI systems in transitional care ecosystems.
