What is Supply Chain Efficiency and Working Capital Management?
Mathematical Foundation
Laws & Principles
- The Goldilocks Problem — High Turnover Isn't Always Better: A low ITR (1-2x) signals overstock: trapped cash, aging product, high carrying costs. But an extremely high ITR signals chronic under-ordering and stockout risk. Stockouts cost more than warehouse space: you lose the sale, train the customer to buy elsewhere, and permanently damage long-term revenue. The optimal ITR is always industry-specific.
- COGS vs. Sales — Why the Numerator Choice Destroys Comparisons: Many published benchmarks use revenue (not COGS) in the numerator. This inflates the ratio by the gross margin percentage. A company with 40% gross margin computing ITR with revenue appears 67% faster than one using COGS, even if physical stock movements are identical. Always verify which numerator a published benchmark uses before comparing.
- DSI as a Working Capital Lever: Cash tied up in inventory = DSI x (Annual COGS / 365). Reducing DSI by 10 days on $500,000 COGS frees ($500,000 / 365) x 10 = $13,699 in real cash. McKinsey research shows best-in-class supply chain performers carry 40-60% less inventory than average industry peers while maintaining or exceeding service levels.
Step-by-Step Example Walkthrough
" Specialty hardware distributor: Annual COGS $500,000. Beginning inventory $80,000. Ending inventory $100,000. "
- 1. Average Inventory = ($80,000 + $100,000) / 2 = $90,000.
- 2. Inventory Turnover = $500,000 / $90,000 = 5.56x per year.
- 3. DSI = 365 / 5.56 = 65.7 days.
- 4. What-if: reduce average inventory to $72,000 → ITR = 6.94x, DSI = 52.6 days.
- 5. Cash freed: $90,000 - $72,000 = $18,000 in unlocked working capital.