A key benefit of the new Learn from Patient Safety Events (LFPSE) service is its introduction of machine learning to hugely enhance the NHS’s capabilities for processing and analysing records of patient safety events. In this podcast we discuss how we plan to introduce machine learning in LFPSE, how this will support the NHS to improve patient safety, what changes staff will see as a result, our longer-term ambitions, and how providers can get involved in shaping this exciting new revolution in patient safety learning.