Sandeep Rao Udupi. “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, vol. 18, no. 23s, Sept. 2026, pp. 1693-06, doi:10.70917/ijcisim-2026-5722.