Dev.to
7/2/2026

The Supply Chain Project (StockPulse Focus)
Short summary
Author audited 17.6K marketplace ledger transactions and identified $63.9K in revenue loss from stock-outs of high-demand items. Data showed 23 products drive 80% of revenue. Built an open-source predictive restocking matrix using SQL window functions and volatility analysis to automate dynamic reorder points.
- •Audit of 17,646 transactions revealed $63,897 revenue bleed from stock-outs
- •Pareto analysis: 23 items generate 80% of total revenue
- •Open-source solution uses SQL and volatility modeling to automate restocking
Generated with AI, which can make mistakes.
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