Dr Sarah Alcock is the Programme Director for AiEd Certified and author of the framework. Sarah has spent over 20 years working across professional education operations, assessment, and policy, with a passion for understanding how technology can support learning. Her award-winning PhD research in Learning Analytics explored the link between classroom practice and learner outcomes, and she brings a distinctive mix of practical experience and academic research to her role.