The Founder's Guide to Financial Modelling: Projecting Revenue Without an MBA
Scale13 min read·March 20, 2026·--

The Founder's Guide to Financial Modelling: Projecting Revenue Without an MBA

You don't need Excel wizardry to model revenue. Here's a plain-English framework for projecting growth, modelling scenarios, and knowing your numbers cold — no MBA required.

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March 20, 2026
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Why You Need a Model (Not Just a Spreadsheet)


A revenue model isn't about guessing. It's about understanding levers. If you can tell me that a 10% improvement in churn improves ARR by ₦2.4M, you understand your business.


Two reasons: cash survival and investor credibility.




The Simple Revenue Model


Revenue = Customers times ARPU. Track starting customers, new customers/month, ARPU, and monthly churn rate.


ComponentWhat It MeansExample
Starting customersCurrent active paying users2,000
New customers/monthNet new additions50
ARPUAverage monthly revenue per customer₦15,000
Monthly churn rate% of customers leaving each month3%



Scenario Planning


Model three futures: pessimistic, base case, and optimistic.


ScenarioNew CustomersChurn12-Month ARR
Pessimistic30/mo4.5%₦330M
Base case50/mo3.0%₦397M
Optimistic75/mo2.5%₦527M



Unit Economics


MetricCurrentTargetImpact on ARR
New customers/month5065+₦39M
ARPU₦15,000₦18,000+₦36M
Churn3.0%2.0%+₦48M

Reducing churn has the biggest impact. Retention always beats acquisition.




Core Unit Economics


CAC < 12x ARPU. LTV > 3x CAC. Payback < 12 months. Gross margin > 70%. LTV:CAC ratio > 3:1.




The Model Is a Living Document


Update monthly. If reality diverges from base case, revise the model — not the other way around.


A financial model isn't about being right. It's about understanding which levers move revenue.

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