Lukas Martinelli Is Teaching AI to Read the World Between the Pins

From a Swiss apprenticeship and open-source map tools to Mapbox and Reprompt, Martinelli has spent his career turning messy places into usable data. Now he is betting that AI agents can keep the physical world current, one storefront, entrance, and stubborn edge case at a time.