EPCIS डेटा इंटीग्रेशन और सिस्टम अपग्रेड में मैनुअल विलंब
Definition
Indian pharmaceutical wholesalers face capacity constraints due to manual EPCIS data preparation. The DSCSA mandates that distributors receive, validate, and transmit transaction data in EPCIS format to all trading partners. Without integrated systems, staff must manually extract data from legacy ERP systems, validate GS1 compliance, reconcile discrepancies, and transmit to US partners. This process is labor-intensive, error-prone, and delays order processing.
Key Findings
- Financial Impact: ₹3,00,000–₹8,00,000 per year per distributor. Breakdown: (1) Manual data prep and validation (50-80 hours/month × ₹400-600/hour = ₹20,000–₹48,000/month); (2) Idle warehouse capacity due to order queue delays (estimated 2-3% throughput loss = ₹2,50,000–₹5,00,000/year for mid-sized distributor); (3) Overtime for rush compliance tasks.
- Frequency: Daily (order-by-order bottleneck); monthly (batch EPCIS file submissions); quarterly (trading partner reconciliation audits).
- Root Cause: Legacy ERP systems not GS1-compliant; lack of automated EPCIS generation tools; insufficient IT staffing for integration projects; competing priorities (COVID-19, domestic GST compliance); scarcity of qualified EPCIS service providers in India.
Why This Matters
The Pitch: Indian wholesale drug distributors waste 50-80 hours/month on manual EPCIS file preparation, data validation, and trading partner reconciliation. Automated ETL (Extract-Transform-Load) pipelines and real-time EPCIS generation eliminate queue delays and restore 5-10% order processing capacity.
Affected Stakeholders
Data Entry/IT Staff, Supply Chain Operations, Warehouse Managers, QA/Compliance Specialists, Systems Administrators
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Financial Impact
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Methodology & Sources
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Related Business Risks
EPCIS सिस्टम अपग्रेड और ट्रेडिंग पार्टनर इंटीग्रेशन में पूंजीगत व्यय
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