How Public Institutions Scale Expertise

Through a partnership with Qatar's Ministry of Communications and Information Technology, AI is being integrated into public institutions to scale expertise. In legislative drafting, AI automates the process of checking new clauses against existing laws, flagging conflicts for human review, and improving over time with user feedback. For education, an AI tutor provides students with personalized support, while an intelligent assistant saves teachers time on administrative tasks and offers insights into student engagement. In both cases, AI serves as a multiplier, compressing workflows for legal experts and expanding coverage for educators to focus on high-impact work.