In the ever-evolving landscape of end-point assessment (EPA), the pressing need for efficiency has emerged as a paramount concern. As the demand for assessments continues to surge, the ability of the EPA sector to scale efficiently faces immense strain. To meet this challenge head-on and navigate the complex web of apprenticeship standards, EPA organizations (EPAOs)