Working Capital Optimization: Days Sales Outstanding (DSO), DPO & Cash Conversion Cycle Acceleration
Mathematical optimization of corporate working capital, inventory holding velocity (DIO), collections (DSO), and supplier payment terms (DPO).
Cash Conversion Cycle Sizer
Model liquidity gains from DSO reductions and early payment discount capture
Empirical Analysis & Findings
## Working Capital Liquidity and the Cash Conversion Cycle
The Cash Conversion Cycle (CCC) measures the duration in days required for a company to convert cash invested in operations (raw materials and inventory) back into cash inflows from sales.
### 1. The Core CCC Formulation
$$\text{CCC} = \text{DIO} + \text{DSO} - \text{DPO}$$
Where:
- **Days Inventory Outstanding (DIO)**:
$$\text{DIO} = \frac{\text{Average Inventory}}{\text{Cost of Goods Sold (COGS)}} \times 365$$
- **Days Sales Outstanding (DSO)**:
$$\text{DSO} = \frac{\text{Average Accounts Receivable}}{\text{Total Credit Sales}} \times 365$$
- **Days Payable Outstanding (DPO)**:
$$\text{DPO} = \frac{\text{Average Accounts Payable}}{\text{COGS}} \times 365$$
### 2. The True APR of Supplier Early Payment Discounts (2/10 Net 30)
$$\text{Effective Annual Rate (EAR)} = \left( 1 + \frac{\text{Discount \%}}{100 - \text{Discount \%}} \right)^{\frac{365}{\text{Total Days} - \text{Discount Days}}} - 1$$
For standard terms offering 2% off if paid in 10 days rather than 30:
$$\text{EAR} = \left( 1 + \frac{2}{98} \right)^{\frac{365}{20}} - 1 = (1.0204)^{18.25} - 1 = 44.6\% \text{ compounded APR}$$
Treasury teams should draw on revolving credit lines at 7.5% APR to capture every available 2/10 vendor discount, earning a guaranteed risk-free spread.
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Frequently Asked Questions
What is the Cash Conversion Cycle (CCC) formula?
CCC = Days Inventory Outstanding (DIO) + Days Sales Outstanding (DSO) - Days Payable Outstanding (DPO). A lower or negative number indicates superior liquidity.
What is the annual cost equivalent of missing a 2/10 Net 30 vendor discount?
Foregoing a 2% discount to extend payment by 20 days is mathematically equivalent to borrowing capital at a 36.7% annualized APR.
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