This workflow combines Python and QGIS to automate map production and reduce manual processing. Block model data exported from Leapfrog is processed using Python scripts, replacing spreadsheet-based calculations and generating output files that are directly linked to QGIS.

The linked layers are automatically updated whenever the project is opened, and custom scripts enable rapid PDF map generation. This solution significantly improves efficiency, consistency, and accuracy while reducing the risk of human error.