Scaled Operator
Template13 min readFocus · August

Three-Statement Model

Driver-based forecast linking ops decisions to cash.

Focus for August

Capital-need preview

August: see Q4 and Q1 capital needs in time to act.

Refreshes on the 1st of every month

Project peak working-capital and capex needs through Q1 next year. If a draw, raise, or refinance is coming, the lender conversation should be in September — not December.

  • Peak WC + capex projected through Q1 next yr
  • Capital-need narrative drafted
  • Lender meetings scheduled for September
  • Refinance / raise window identified
01

Driver-based, not line-item

The best models forecast 8-12 drivers — not 400 line items. Pick drivers that someone in the business owns and can move.

IndustryTop revenue drivers
ServicesBillable hours × bill rate × utilization × headcount
SaaSNew ARR, gross retention, net retention, ARPU
DistributionActive customers × avg order × order frequency
ManufacturingUnits sold × ASP × mix
Construction / projectBacklog × burn rate × win rate on bids
02

P&L → balance sheet → cash

The three statements link through specific anchors. If your model doesn't roll forward cleanly, one of these is broken.

  • Net income → retained earnings (BS) → equity
  • Revenue → AR (DSO assumption) → cash collected
  • COGS → AP/inventory (DPO/DIO) → cash paid
  • Capex → PP&E → depreciation flowing back to P&L
  • Debt schedule → interest expense (P&L) + principal (cash flow)
03

Scenarios that earn their keep

Don't build 9 scenarios. Build 3 that tie to real decisions.

ScenarioDriver deltaDecision it informs
BasePlanOperating budget, hiring plan
DownsideRevenue -15%, GM -200 bpsCovenant headroom, hiring freeze trigger
Specific upsideNew product/market modeledCapital allocation for that bet