Developed in partnership with the Edinburgh Futures Institute, the original AI & Data Ethics programme brought together academic research and industry practice to support leaders in understanding the ethical implications of AI, the programme was designed to help participants translate ethical principles into practical decision-making.
More about the AI and Data Ethics Programme for NatWest Group Leaders and Colleagues
Building on this foundation, NatWest Group has now launched a wider AI & Data Ethics Learning Pathway, making this capability accessible at scale to colleagues across the organisation and extending the impact of the original programme.
Meeting the challenges of AI adoption
Financial services organisations face a growing need to ensure AI use is fair, transparent and accountable, with clear governance and risk management approaches in place. For NatWest Group, this meant taking the learning and insights gained through the University of Edinburgh AI & Data Ethics executive education programme and making them available to colleagues across the organisation.
The learning pathway has been designed to provide consistent understanding across technical and non-technical audiences, offering a structured approach to key ethical challenges in AI. Drawing on the academic content co-developed with the University of Edinburgh, the programme adapts master’s-level material into a format suited to busy professionals.
The real opportunity with AI isn't just adoption, it's responsible adoption. As a bank that supports over 20 million customers, we have a responsibility to ensure trust sits at the centre of every AI capability we develop and deploy, helping us meet changing customer expectations while maintaining the highest standards of safety and governance. Our collaboration with the University of Edinburgh has played a vital role in that approach, bringing together academic expertise and practical experience to strengthen our responsible AI capability and equip colleagues with the skills needed for the future.Scott Marcar, Chief Information Officer, NatWest Group
Learning for real-world application
The AI & Data Ethics Learning Pathway is structured around a series of modules aligned to core AI ethics principles, including fairness, transparency, accountability and data governance. Each module introduces relevant legal and governance considerations, alongside scenarios that reflect real-world use of AI in banking and the ethical risks associated with those use cases.
The programme combines self-directed e-learning with collaborative sessions where participants apply their learning to real AI use cases in a banking context.
Those taking part explore ethical questions from technical, legal and societal perspectives, helping embed ethical thinking in everyday decision making and operationalise responsible AI principles in day-to-day work.
The impact of academic and industry collaboration
The collaboration between the University of Edinburgh and NatWest Group continues to demonstrate how academic institutions and industry partners can work together to address emerging technological challenges. The University of Edinburgh have been able to support NatWest Group from bespoke small-scale pilots into impactful organisation wide learning delivered at scale.
The original programme showed how academic expertise in AI ethics could be adapted to meet the needs of a large, complex organisation. The success of the programme has helped inform the development of a bank-wide learning pathway, demonstrating how academic collaboration can translate into practical training and organisational capability, demonstrating how academic collaboration can translate into practical training and organisational capability across the business.
Working with the NatWest Group learners and the bank to design and deliver this innovative programme has been one of the most invigorating and rewarding experiences for the entire academic team behind our MSc in Data and AI Ethics in the Edinburgh Futures Institute. The NatWest learners brought the richness and diversity of their own professional experiences with AI, and its ethical opportunities and challenges, into every single module, learning exercise, and discussion. We see this partnership as a model for the future of academic and industry partnerships in executive education.Professor Shannon Vallor, Baillie Gifford Chair in the Ethics of Data and Artificial Intelligence at the Edinburgh Futures Institute
Looking ahead
As organisations continue to integrate AI into their operations, the need for robust, practice-focused ethics education is likely to grow. By extending the learning from the original programme across the organisation, NatWest Group is applying ethical principles in day-to-day work to support consistent, accountable and responsible use of AI.