Business 200Lesson 6 of 1517 min

Forecasting the Balance Sheet — Working Capital, PP&E, Debt, and the Plug

The balance sheet forecast transforms the income statement into investable capital and cash flows. Every asset on the balance sheet represents capital the business has consumed from investors; every liability represents a claim against future cash flows. McKinsey's Chapter 10 establishes the key ratios and mechanics for forecasting working capital, fixed assets, and debt — and introduces the equity 'plug' that makes the balance sheet balance while keeping the model internally consistent.

What you'll learn
  • Forecast operating working capital from revenue-based turnover ratios and their trend implications
  • Build a PP&E rollforward from capex and depreciation assumptions
  • Structure a debt schedule with amortization, revolver, and the cash sweep mechanism
  • Explain the equity plug and why retained earnings is the balancing item in a linked three-statement model
  • Identify the working capital investments required to support specific revenue growth rates

Working Capital Forecasting — The Hidden Cash Cost of Growth

NWC Forecast — From Revenue/COGS Assumptions ($M, Rev=$1,000M, COGS=65%)
Accounts Receivable
DSO = 45 days · Rev × 45/365
$123M
Inventory
DIO = 60 days · COGS × 60/365
$107M
Accounts Payable
DPO = 35 days · COGS × 35/365
($62M)
Net Operating WC
CCC = 70 days · AR + Inv − AP
$168M
Every $100M revenue growth at these ratios requires ~$16.8M additional NWC funding
PP&E Rollforward ($M)
Line ItemY0Y1Y2
Beginning Gross PP&E$500M$555M$614M
+ Capex$65M$70M
− Disposals($10M)($11M)
= Ending Gross PP&E$500M$555M$614M
Beginning Accum. Depr.$210M$252M
+ D&A (8% avg gross)$42M$46M
= Net PP&E$290M$303M$316M
Equity Plug — Retained Earnings Rollforward
Beginning Retained Earnings$300M
+ Net Income (from P&L)+$80M
− Dividends Paid($20M)
= Ending Retained Earnings$360M
− Share Buybacks (treasury)($30M)
= Total Equity (with APIC $150M)$480M
Balance Check — Mandatory Every Year
Total Assetsmust equal
Total Liabilities + Total Equity
Common sources of imbalance:
Retained earnings not rolled forward
Cash modeled as plug (wrong)
Capex not updating PP&E balance
D&A not reducing accumulated depr.

Working capital is often the most underestimated component of the capital investment required to grow a business. A company growing revenue at 20% per year with 45 days of receivables and 30 days of inventory must fund the cash tied up in these assets every year — and this funding requirement is a direct reduction of free cash flow. The balance sheet forecast must translate revenue and margin assumptions into specific working capital balances, and the change in those balances feeds directly into the FCFF calculation.

ItemRatioFormulaIf Revenue = $1,000MInterpretation
Accounts ReceivableDays Sales Outstanding (DSO)AR = Revenue × DSO / 365DSO=40 → AR=$110MAverage days from invoice to cash; lower DSO = better cash conversion
InventoryDays Inventory Outstanding (DIO)Inventory = COGS × DIO / 365DIO=50, COGS=$650M → Inv=$89MAverage days of inventory on hand; lower DIO = leaner supply chain
Accounts PayableDays Payable Outstanding (DPO)AP = COGS × DPO / 365DPO=35 → AP=$62MAverage days to pay suppliers; higher DPO = more working capital benefit
Net Operating Working CapitalCash Conversion CycleNWC = AR + Inventory − AP$110M+$89M−$62M = $137MThe net cash tied up in the operating cycle; must be funded by investors
Prepaid and Other Current Assets% of RevenuePrepaids = Revenue × assumed %$1,000M × 1% = $10MUsually small and relatively stable as % of revenue
Accrued Liabilities% of Operating CostsAccrued = OpEx × assumed %OpEx $900M × 3% = $27MWages, benefits, rent payable — scales with cost base, not revenue

A business with DSO=40, DIO=50 days of COGS (assuming 65% COGS/revenue), DPO=35 days: NWC/Revenue = DSO/365 + DIO/365 × COGS% − DPO/365 × COGS% = 40/365 + 50/365 × 0.65 − 35/365 × 0.65 = 11.0% + 8.9% − 6.2% = 13.7%. Every $100M of revenue growth requires $13.7M of additional NWC funding. At a 20% revenue growth rate on a $500M business ($100M annual growth), the company must fund $13.7M of working capital every year — this is a genuine cash cost that reduces FCFF and must appear in the model.

PP&E Rollforward — Connecting Capex to the Asset Base

Property, plant, and equipment (PP&E) is the balance sheet's record of cumulative capital investment in long-lived productive assets. The PP&E rollforward is the mechanical link between capex (the investment in new assets) and D&A (the cost allocation of those assets' economic consumption). The rollforward must be built for every model — not because it is complex, but because it is where capex and D&A assumptions must be made consistent with each other.

PP&E Rollforward

Ending Gross PP&E = Beginning Gross PP&E + Capex − Retirements / Disposals

Net PP&E = Gross PP&E − Accumulated Depreciation. D&A for the year reduces Accumulated Depreciation; Capex adds to Gross PP&E

ItemYear 0 (Historical)Year 1Year 2Year 3Year 4Year 5
Beginning Gross PP&E$500$545$594$646$702
+ Capex$55$60$65$70$75
− Disposals (assumed minimal)($10)($11)($13)($14)($15)
= Ending Gross PP&E$500$545$594$646$702$762
Beginning Accum. Depreciation$210$252$296$344$395
+ D&A for Year (8% of Avg Gross PP&E)$42$44$48$51$55
− Accumulated Depr. on Disposals($0)($0)($0)($0)($0)
= Ending Accum. Depreciation$210$252$296$344$395$450
Net PP&E (Gross − Accum.)$290$293$298$302$307$312

The capex and D&A assumptions must be mutually consistent. A company with $500M of gross PP&E at an average 8% annual depreciation rate needs $40M of capex just to keep the asset base constant (maintenance capex = D&A). The $55M–$75M capex in the above forecast represents $15–35M of growth capex above maintenance — consistent with modest revenue growth. A forecast showing $100M of capex but only $20M of D&A implies the company is dramatically growing its asset base — the model must justify this expansion with corresponding revenue growth.

The Debt Schedule — Amortization, Revolver, and Cash Sweep

The debt schedule tracks the company's financial obligations and is the bridge between the income statement (interest expense) and the balance sheet (total debt). For LBO models and highly leveraged companies, the debt schedule is elaborate — but even for investment-grade companies, it must be built correctly to produce consistent FCFF and FCFE figures.

  • Term loan / bond amortization: any debt with a fixed repayment schedule (term loan A or B, scheduled bond redemptions) must be modeled with explicit annual repayments. The interest expense for each debt tranche = Beginning Balance × Interest Rate. The ending balance = beginning balance − scheduled repayments. This produces the correct interest expense line in the income statement and the correct debt balance in the balance sheet.
  • Revolving credit facility (revolver): the revolver is a flexible borrowing line that the company draws or repays based on its cash needs. The model draws the revolver when the company needs cash (before minimum cash balance) and repays it when excess cash is generated. For companies with seasonal working capital needs, the revolver often peaks mid-year and repays by year-end. The mechanics: if after all operating cash flows and fixed debt service the cash balance would fall below minimum, draw revolver to restore; if cash balance exceeds minimum, sweep revolver repayment first.
  • Cash sweep mechanism: in LBO models and covenant-heavy debt structures, excess cash is automatically applied to debt repayment ('cash sweep'). The sweep provisions are typically: 50% or 75% of excess cash flow (defined precisely in the credit agreement) applied to term loan prepayment in order of maturity. The model must implement this mechanically: compute available excess cash flow, apply the sweep percentage, reduce the term loan balance accordingly.
  • Interest coverage and leverage covenants: most debt structures include financial maintenance covenants — ratios like Net Debt/EBITDA ≤ 4.0× or Interest Coverage ≥ 3.0× that must be maintained throughout the forecast period. The debt schedule must flag when these covenants are at risk of breach — because a breach triggers immediate repayment obligations that can change the entire model's cash flow structure.

The Equity Plug — Why Retained Earnings Balances the Model

In a linked three-statement model, the equity section of the balance sheet is the balancing item — it is not independently forecast but calculated from the income statement and other equity transactions. This is the 'plug' that makes the balance sheet balance:

Retained Earnings Rollforward

Ending Retained Earnings = Beginning Retained Earnings + Net Income − Dividends Paid

Net income flows from the income statement; dividends are an explicit assumption; the resulting retained earnings changes the equity section automatically

ComponentSourceDirectionNote
Common Stock + APICAssumed constant unless equity issuance modeledStatic unless share issuanceModel new equity issuance explicitly if planned (IPO proceeds, equity comp dilution)
+ Net IncomeIncome statement forecastIncreases retained earningsThe operating performance flows through to equity
− DividendsExplicit dividend policy assumptionReduces retained earningsModel as absolute $M or as % of net income (payout ratio)
+/− Share RepurchasesCapital return policy assumptionDecreases equity (treasury stock)Buybacks reduce equity; must model separately if material
+/− AOCI (Other Comprehensive Income)Pension mark-to-market, FX, unrealized gainsVariesFor operating models, usually held constant unless material pension exposure
= Ending Total EquityComputed, not assumedBalances to Total Assets − Total LiabilitiesIf this doesn't balance, there's an error in the model

In a correctly linked model, Total Assets must equal Total Liabilities + Total Equity for every projection year. If the balance sheet does not balance, the model has an error. Common sources of balance sheet imbalance: (1) forgetting to roll forward retained earnings from net income; (2) modeling cash as a plug instead of deriving it from the cash flow statement; (3) including items in the income statement that should flow through OCI; (4) modeling capex without corresponding PP&E balance changes. The balance check is not optional — run it for every year of the forecast before accepting the model output.

Key Takeaways

  • Working capital ratios (DSO, DIO, DPO) translate revenue and COGS forecasts into balance sheet NWC balances — changes in NWC are direct cash costs of growth that reduce FCFF
  • PP&E rollforward: Ending Gross PP&E = Beginning + Capex − Disposals; Net PP&E = Gross − Accumulated Depreciation; capex and D&A assumptions must be mutually consistent — capex below D&A implies asset base contraction
  • The debt schedule must model amortization schedules, revolver draws and repayments, cash sweep provisions, and covenant tests — these determine interest expense (income statement) and total debt (balance sheet) simultaneously
  • The equity plug: retained earnings = beginning RE + net income − dividends; net income flows from the income statement and changes equity automatically — the balance sheet must balance after this link is implemented
  • Balance sheet balance check (Assets = Liabilities + Equity) is mandatory for every forecast year — imbalance indicates a model error that will cascade into incorrect FCFF, incorrect EV, and incorrect equity value

Quiz — 3 Questions

Answer one at a time
Question 1 of 30 answered

A company has Revenue = $500M and the following working capital assumptions: DSO = 45 days, DIO = 60 days (with COGS = 60% of revenue), DPO = 30 days. Revenue grows $100M next year. How much additional NWC must be funded?

AAdditional NWC = $18.9M
BNWC as % of Revenue: AR/Rev = DSO/365 = 45/365 = 12.3%. Inventory/Rev = DIO/365 × COGS% = 60/365 × 0.60 = 9.86%. AP/Rev = DPO/365 × COGS% = 30/365 × 0.60 = 4.93%. Net NWC/Rev = 12.3% + 9.86% − 4.93% = 17.23%. Additional NWC needed for $100M revenue growth = $100M × 17.23% = $17.23M. This $17.23M is a cash outflow in the FCFF calculation — it reduces the cash available to investors in the year of growth.
CAdditional NWC = $12.3M (only accounts receivable increase)
DAdditional NWC = $25M