Bioinformatics teams face a common challenge: delivering reliable, reproducible data products to downstream teams, models, and customers. For CytoReason, whose computational disease models depend on complex bioinformatics pipelines, clean orchestration was only part of the answer. Pipeline outputs needed to be traceable, governed, and easy to consume as data products.