A unique example of partnership working across the health system, focusses on the service at large, not just the pill, and uses leading-edge data analytics to analyse, benchmark and visualise the current state of the cancer pathways within the Cancer Vanguard Trusts. Furthermore, it encompasses multiple aspects of the service provision ranging from patient outcomes and experiences, the flow of treatment and the usage of medicine in order to inform an evidence-based and patient-centric approach to service redesign and resource optimisation.