Karolinska University Hospital in Stockholm is expanding its approach to artificial intelligence through hospital-wide guidelines, staff education and shared digital infrastructure. The hospital is also participating in a national training programme designed to strengthen AI expertise across Sweden's university hospitals. The initiatives are intended to support the responsible implementation of AI in clinical and administrative processes, with particular attention to patient safety, information security and organisational readiness.
Artificial intelligence is increasingly being explored in healthcare for applications ranging from diagnostics and clinical decision support to administrative tasks and hospital planning. However, introducing AI into routine clinical practice requires more than technological capabilities. Healthcare organisations must also address staff competencies, data availability, system integration and accountability.
Policies and procedures
Karolinska University Hospital is incorporating these requirements into its broader digital transformation strategy. Rather than developing AI applications exclusively as individual projects, the hospital is establishing common policies, educational resources and organisational procedures to support their implementation. According to Christophe Pedroletti, CEO of Karolinska University Hospital, AI has the potential to improve patient safety, reduce workloads and support more efficient healthcare processes when implemented appropriately.
The hospital has also been assigned regional responsibilities for healthcare IT development. These include introducing a new principal electronic health record system, developing a shared health data platform and establishing conditions for the controlled deployment of AI applications.
National programme for AI education
An important part of Karolinska's strategy is strengthening AI knowledge among healthcare professionals. Through the Swedish University Hospital Alliance (SUHA), the hospital participates in Health AI Academy Sweden, a national initiative involving Sweden's university hospitals. Announced on 29 September 2026, the programme has received funding from the European Social Fund.
The initiative aims to develop a coordinated approach to AI education in healthcare. Training will address the potential applications of artificial intelligence, alongside its limitations and associated risks. Healthcare professionals need to understand not only how AI systems function, but also how to evaluate their outputs and recognise situations in which their use may be inappropriate.
Joel Preger, Chief AI Officer at Karolinska University Hospital, has emphasised the importance of professional education and cooperation between university hospitals in supporting responsible AI adoption. The programme provides a framework for participating hospitals to develop AI competencies collaboratively rather than independently.
From AI policies to practical applications
Within Karolinska, the implementation strategy includes common AI guidelines, staff education and learning materials for workplace meetings. The hospital is also developing support for clinical AI applications and exploring the use of AI assistants for administrative activities.
These initiatives are intended to establish consistent procedures for assessing and introducing AI tools across different departments. According to the hospital's 2025 annual report, its wider AI activities include predictive operating room planning, clinical text processing, support for skin cancer assessment and research into virtual patient models for type 2 diabetes.
These applications represent different stages of technological development and implementation. Research projects, tools undergoing evaluation and systems already used in operational processes cannot be considered equivalent in terms of demonstrated clinical effectiveness.
For healthcare organisations, the distinction is important. Before AI applications become part of routine care, their performance, safety and suitability for specific clinical settings must be evaluated. Karolinska's approach therefore combines technological development with organisational measures addressing information security, quality assurance and professional responsibilities.
International recognition and future evaluation
Karolinska recently reached tenth place in the World's Best Smart Hospitals 2027 ranking, published by Newsweek in cooperation with Statista. The ranking recognises hospitals for their adoption of advanced technologies, including artificial intelligence, robotics, telemedicine and data analytics. However, a position in the ranking does not independently demonstrate improvements in patient outcomes, reduced waiting times or greater operational efficiency.
Karolinska's initiatives illustrate how AI implementation is increasingly being approached as an organisational challenge involving technology, infrastructure, professional education and governance. The impact of this strategy will ultimately depend on how the applications perform in clinical practice and whether their introduction produces measurable benefits for patients, healthcare professionals and hospital operations.
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