Developed by a multidisciplinary team, the tool integrates advanced geospatial technology and data analytics to provide real-time information in a centralized, user-friendly format. The tool leverages cutting-edge machine learning (ML) and artificial intelligence (AI) technologies to crawl STR platforms, assess property data, and identify unlicensed or potentially non-compliant rentals. These advanced capabilities allow the city to predict compliance issues proactively, enabling more efficient enforcement actions. The geospatial foundation ensures real-time, dynamic data visualization, giving residents a seamless user experience. The tool aligns with Scottsdale’s mission of “Simply Better Service for a World-Class Community.”