Receivable and Inventory Stress Loops

Mechanics of a Working Capital Default Loop

To understand why profitable companies go bankrupt, one must trace the flow of cash through the operating cycle.

The Cash Conversion Cycle (CCC) Equation

The Cash Conversion Cycle measures the time (in days) it takes for a company to convert raw materials into cash:

$\text{CCC} = \text{Days Inventory Outstanding (DIO)} + \text{Days Sales Outstanding (DSO)} - \text{Days Payable Outstanding (DPO)}$

Where:

• DIO: $\frac{\text{Average Inventory}}{\text{Cost of Goods Sold}} \times 365$ (Days cash is locked in warehouses).
• DSO: $\frac{\text{Average Receivables}}{\text{Net Sales}} \times 365$ (Days cash is locked in customer invoices).
• DPO: $\frac{\text{Average Payables}}{\text{Cost of Goods Sold}} \times 365$ (Days of credit received from suppliers).

How Flagium Detects Working Capital Stress Loops

Flagium tracks Days Inventory Outstanding (DIO) and Days Sales Outstanding (DSO). If the combined Cash Conversion Cycle (CCC) expands by $>20\%$ YoY while short-term bank borrowings increase, the engine flags a working capital loop stress.

The Stress Loop Cascade

1. Deterioration: The company struggles to sell inventory (DIO rises) or customers delay payments (DSO rises). The CCC expands.
2. Liquidity Deficit: To pay suppliers (DPO) and operating costs, the company draws down bank cash-credit (CC) limits.
3. Debt Inflation: Short-term interest-bearing debt increases, raising quarterly interest expenses.
4. The Squeeze: Suppliers, noticing the debt build-up, cut credit terms (DPO contracts), requiring cash payment upfront.
5. Insolvency: The company cannot borrow more from banks because limits are full. It defaults on interest payments and supplier obligations—despite showing growing sales and net profits on its income statement.