The full optimization of laboratory networks informs health commodity supply planning, equipment placement, and budgeting requests to secure sufficient funding. We use open-source data-driven optimization tools — Laboratory Efficiency and Quality Improvement Planning (LabEQIP) and ForLab — to improve local laboratory networks and advance high-quality service delivery across all countries.