healthcare4-5 months engagement4 minute read
Audit-ready clinical data pipeline for a pharmaceutical team
An anonymized pharmaceutical data team needed more reliable ingestion, transformation lineage, and evidence around regulated data handling. We built a pipeline design centered on validation, audit trails, monitoring, and controlled handoff.
Lineage
Transformation tracking
Validated
Ingestion checks
Parallel run
Migration approach
Evidence
Audit support
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