"Timely tax registration is essential for strengthening tax compliance and ensuring that businesses and individuals meet their obligations from the outset. However, identifying entities that are likely to become eligible for tax registration before they reach the registration threshold can be challenging when relevant information is distributed across different government systems. This challenge invites participants to develop an intelligent, data-driven solution that enables tax registration and compliance teams to proactively identify potential taxpayers and provide timely interventions. The solution should leverage artificial intelligence, advanced analytics, data integration, and available government and economic activity data to predict registration eligibility, prioritize potential cases, and support early compliance. The proposed solution should improve registration efficiency, reduce late registrations, strengthen coordination across government entities, and contribute to the UAE's digital government and national tax compliance objectives."