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Cut a healthcare ETL from seven days to under five minutes, freeing six staff and creating five roles.

A healthcare analytics provider. Records were validated and de-identified upstream so patient data never reached the analytics database.

ValueMethodMeasured atScope
7 days to under 5 minutesRecorded cycle time before and after the rebuild2026-09-24The full intake pipeline for clinical records
six staff freed, five roles createdStaffing change recorded with the delivery team2026-09-24The team around the pipeline

What this does not prove

Access to the analytics layer was gated by role, and the data was aggregated so no individual patient was identifiable. The seven-day figure describes the manual process it replaced, not a hard technical limit.