Running your own map infrastructure with OpenStreetMap Tile Server and Nominatim gives you full location services — geocoding, reverse geocoding, and rendered map tiles — without sending data to Google or paying per API call. This guide covers the complete Docker Compose setup, from downloading a regional OSM extract to wiring up Leaflet.js and writing geocoding calls in Python. I've run this in production for a vehicle tracker and it's been solid.