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Prescription Image Cleaning & Legal Metrology Compliance

  • Managed an organisation-wide data remediation effort targeting the 60,000 SKUs contributing to 70% of Tata 1MG's GMV.
  • The exercise addressed missing or incorrect prescription images, inaccurate Rx tags, and incomplete Legal Metrology fields.
  • Collaborated with the catalog, compliance, and data teams to source images, validate prescription requirements, and execute bulk updates at scale.

The Challenge

  • 60,000 SKUs required individual-level validation for image presence, Rx tag accuracy, and Legal Metrology field completeness — a scale that precluded fully manual approaches.
  • Legal Metrology compliance is a mandatory regulatory requirement — non-compliance creates direct liability risk.

The Approach

  • Designed a prioritisation framework based on GMV contribution to focus first on the highest-impact SKUs.
  • Sourced prescription images for SKUs with missing assets and executed bulk Rx tag updates aligned with drug schedule classifications.
  • Extracted and bulk-updated Legal Metrology fields (manufacturer, marketer, storage) across the target SKU universe.

Results

60,000+ SKUs validated and updated.
Prescription tag and Legal Metrology compliance accuracy improved to 95%.
Coverage of 70% of platform GMV ensured through targeted prioritisation.

Tech Stack

PythonExcelCMSConfluenceDashboardMetabase

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