BabelBetes is the largest open-source data standardization pipeline for clinical diabetes trial datasets, currently normalizing approximately 500,000 subject-days of paired CGM and insulin pump delivery data across a variety of high quality publicly available datasets. It solves the "last mile" problem of inconsistent data formats, giving researchers and sponsors immediate access to shovel-ready data and accelerating innovation in type 1 diabetes care.