Purpose
Translate a borrower's three core financial statements into a credit narrative built for asset-based lending decisions — surfacing where cash is actually generated or consumed, how the collateral pool is trending, and which signals should drive advance rates, covenants, or a decline. Replaces line-by-line statement reading with a structured diagnosis tied directly to borrowing base and repayment risk.
When to Use
Invoke this skill when the user asks to:
- Interpret a borrower's income statement, balance sheet, or cash flow statement for a credit decision
- Assess operating cash flow quality and whether earnings convert to cash
- Diagnose working capital swings affecting an ABL borrowing base
- Evaluate liquidity runway, leverage, and coverage ahead of underwriting
- Spot deterioration in collateral (AR aging, inventory buildup) from the financials
- Build the financial narrative section of a credit memo
Inputs Required
Before starting, collect:
- Financial statements: Income statement, balance sheet, and cash flow statement — ideally 2–3 periods (annual or interim) for trend analysis
- Facility type: ABL revolver, term loan, or hybrid — and whether AR, inventory, or both back the borrowing base
- Reporting basis: Audited / reviewed / compiled / internally prepared, and accrual vs. cash basis
- Industry: Borrower's sector (affects working capital cycle and collateral conversion norms)
- Existing facility terms: Current advance rates, covenants, and commitment size if monitoring an existing deal
- Known events: Recent acquisitions, customer concentrations, one-time items, or addbacks management is claiming
If only one period is provided, deliver point-in-time analysis and flag that trend signals are unavailable. If statement quality is unstated, assume internally prepared and caveat reliability accordingly.
Instructions
Step 1: Statement Quality & Reliability Check
Before interpreting numbers, qualify them:
- Preparation basis: Audited statements carry full weight; reviewed are moderate; compiled and internally prepared require haircuts and verification at field exam
- Reconciliation test: Confirm net income flows from the income statement to the top of the cash flow statement, and that the balance sheet ties period-over-period (ending cash on the cash flow statement matches the balance sheet)
- Red flags: Unexplained restatements, changing accounting policies, round-number suspicious entries, or balance sheet items that don't reconcile to the cash flow movements
- State a reliability verdict (High / Moderate / Low) and what verification is needed before relying on it
Step 2: Operating Cash Flow Quality
Determine whether reported earnings are converting to actual cash:
- OCF vs. net income: Calculate the ratio. OCF persistently below net income signals earnings backed by receivables or inventory rather than cash
- Earnings quality: Identify how much of OCF is driven by genuine profitability versus working capital release (drawing down AR/inventory) or stretching payables
- Non-cash add-backs: Separate depreciation/amortization (recurring, real capacity reinvestment need) from one-time or non-recurring items management may be inflating
- Cash conversion: Express as (OCF ÷ EBITDA). Sustained ratios below ~0.7 warrant investigation into where cash is trapped
Step 3: Working Capital & Borrowing Base Signals
This is the core ABL diagnosis — read the working capital accounts as collateral:
- AR trend & quality: Calculate Days Sales Outstanding (DSO) across periods. Rising DSO signals slowing collections, possible dilution, or concentration risk — directly erodes eligible AR. Note concentration if a single customer dominates
- Inventory trend & quality: Calculate Days Inventory Outstanding (DIO). Rising inventory without matching sales growth signals obsolescence or overbuilding — reduces eligible inventory and net orderly liquidation value
- Payables: Calculate Days Payable Outstanding (DPO). Sharp DPO extension can mask a cash crunch; supplier stretch is an early distress signal
- Cash conversion cycle: DSO + DIO − DPO. A lengthening cycle means the borrower needs more working capital financing to fund the same revenue — pressure on the revolver
- Borrowing base implication: For each collateral class, state whether the trend supports current advance rates or argues for tightening (e.g., AR ineligibles rising, inventory turning slower than appraised assumptions)
Step 4: Leverage, Coverage & Liquidity
Size the balance sheet risk and repayment capacity:
- Leverage: Total Debt ÷ EBITDA and Funded Debt ÷ EBITDA. Note trend and compare to facility covenants if known
- Fixed charge coverage: (EBITDA − Capex − Cash Taxes) ÷ (Interest + Scheduled Principal). Below 1.0x means the borrower cannot service obligations from operations
- Interest coverage: EBITDA ÷ Interest. Compression signals thinning margin for error
- Liquidity runway: Available revolver availability + unrestricted cash, measured against monthly cash burn if OCF is negative — express as months of runway
- Tangible net worth: Flag if equity is thin, negative, or eroding period-over-period
Step 5: Risk Synthesis & Credit Narrative
Pull the signals into a decision-ready read:
- Top 3–5 signals: Rank the most material findings by impact on repayment and collateral, each with the specific metric driving it
- Direction: Is the credit improving, stable, or deteriorating — and at what pace
- Borrowing base verdict: Whether the financials support, require tightening of, or argue against current/proposed advance rates and eligibility
- Recommended conditions: Specific covenants, reporting frequency, field exam cadence, or reserves the analysis justifies
- Open questions: What the statements cannot answer that requires management Q&A or field verification
Output Format
- Structure: Five sections following the diagnostic sequence; metrics presented in a comparative table where multiple periods exist
- Length: 900–1,300 words
- Format: Structured analytical memo — prose narrative anchored by a metrics table; risk synthesis as a ranked list
- Sections: Statement Quality & Reliability → Operating Cash Flow Quality → Working Capital & Borrowing Base Signals → Leverage, Coverage & Liquidity → Risk Synthesis & Credit Narrative
- Tone: Senior credit analyst — skeptical, evidence-led, decision-oriented; states a view rather than hedging
Quality Checklist
Before delivering output, verify:
- [ ] Net income reconciles from income statement to cash flow statement, and ending cash ties to the balance sheet
- [ ] DSO, DIO, DPO, and cash conversion cycle are calculated with the actual numbers — not described generically
- [ ] Every working capital signal is tied explicitly to a borrowing base or advance-rate implication
- [ ] Leverage and coverage ratios are stated as figures and compared to covenants when terms are provided
- [ ] Risk synthesis ranks 3–5 signals by repayment/collateral impact, not in arbitrary order
- [ ] A clear borrowing base verdict (support / tighten / decline) is stated rather than avoided
Notes
- The single most important ABL question is rarely profitability — it is whether the collateral is converting to cash at the pace the advance rates assume. Lead the working capital section accordingly.
- Negative OCF is not automatically disqualifying for a growth-stage borrower drawing on a revolver to fund inventory build — but it must be matched by a lengthening, financeable cash conversion cycle, not by losses.
- Internally prepared statements should never carry the same analytical weight as audited; when reliability is Low, frame all conclusions as preliminary pending field exam.
- DPO extension is the most commonly missed distress signal — borrowers stretch suppliers before they ever miss a bank payment.
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