Sandeep Rao Udupi. 2026. “Deterministic Data Pipelines for Regulated Industries: Reproducibility Guarantees, Automated Validation at Ingestion, and Auditable Lineage Across Mission-Critical Healthcare Workflows”. International Journal of Computer Information Systems and Industrial Management Applications 18 (23s):1693-1706. https://doi.org/10.70917/ijcisim-2026-5722.