How can AI help in enhancing recruitment pipelines to improve efficiency and productivity of firms? This session, featuring a presentation by an international researcher on a randomised evaluation on leveraging AI tools to improve teacher hiring, followed by a panel discussion with leading practitioners. This discussion will examine how AI can reshape recruitment pipelines, skill matching and workforce productivity. Participants will explore how evidence can inform the design and adoption of AI tools that enhance skills, productivity, and worker wellbeing.