At ODSC East 2022, Decision Spot presented a hands-on guide to using mathematical optimization, Python, and Gurobi to model complex business challenges. The session showed how data science teams can translate real-world business problems into solvable optimization models, using a network optimization case study to demonstrate how changing constraints can be incorporated into practical decision workflows.