Richard Portelance from EdGate discusses the importance of data in career planning and the need for a lifelong learning repository to support modern pathways with better integrations of profile details. Identifying the fractured nature of current career tools and the necessity for better visualization of career pathways, Richard highlights the role of educational standards and AI’s potential with machine learning to map career pathways efficiently, empowering both learners and advisors.