Integrated Financial Model
Unified marketing, operations and finance into a single 12-month forecast for a business bootstrapped from $0 to $3M+ — including a marginal-profit model that prices the return on every incremental dollar of ad spend.
One model across marketing, ops and finance.
Marketing, operations and finance each ran on their own spreadsheets. There was no single view of how a dollar of ad spend became revenue, cash, or profit — and no forecast anyone could defend or plan against.
I built one integrated model that ties acquisition spend to pipeline, revenue and cash across a rolling 12-month forecast, with a scenario engine so every input flexes the output. Then I operated it fractional-CFO style: a monthly rhythm of close, forecast and re-plan.
- Unified marketing, operations and finance into one forecast model
- Tied every dollar of ad spend to revenue, cash and payback
- Built a scenario engine — inputs flex the full 12-month output
- Operated it fractional-CFO style: monthly close, forecast, re-plan
The fractional-CFO view.
- One model ties paid-acquisition spend to pipeline, revenue and cash — no disconnected spreadsheets.
- Unit economics hold at a 4× blended ROAS, giving a defensible cost-to-acquire and payback window.
- Online recurring revenue is the growth engine, compounding ~76% / year to a $206K/month peak.
- Scenario-ready: every input — spend, conversion, churn, price — flexes the full 12-month output.
From first dollar to a forecast.
The bootstrapped revenue base, the recurring-revenue engine, and the unified 12-month forward forecast. Figures are sanitized; revenue is shown in $K.
Bootstrapped $0 → $3M+
Cumulative revenue, no outside capital ($K)
Online recurring revenue → $206K/mo
MRR ramp ($K)
$206K / mo peak · Dec 2025
Unified 12-month forecast
Forward revenue by driver — baseline + marketing + retention ($K / mo)
One model, three engines. Each driver — and the scenario band around it — flexes with its inputs.
Every $10 of spend, priced.
The model's payoff: a defensible answer to “what does one more dollar of ad spend return?” Revenue is set by the 4× ROAS; the profit figure is yours to finalize.
Marginal-profit engine
Every incremental $10 of ad spend, priced at the model's 4× blended ROAS.