The workshop at the University of St. Gallen brought together experts and stakeholders from around the world to discuss innovative approaches for mapping informal settlements and addressing urban vulnerabilities. DEPRIMAP was introduced as a new initiative aligned with these efforts, focusing on scalable frameworks to support SDG 11.1.1 and improve data-driven urban planning.