Financial projections: Turning numbers into credible business thinking
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Posted: Fri 30th Jan 2026
Last updated: Fri 30th Jan 2026
9 min read
Financial projections have an image problem, and most founders give them low priority.
They feel like guesswork – spreadsheets built to satisfy lenders or investors, not tools that actually help run the business.
To lenders and investors, poorly constructed projections confirm a different fear: that the founding team doesn't understand the logic of what they're building.
In reality, financial projections are neither fiction nor fortune-telling. At their best, they're structured expressions of assumptions, evidence and logic.
They translate strategy into numbers and create a common language for decision-making and funding conversations.
In this blog, I explain:
why projections matter differently to founders, lenders and investors
how credible forecasts are anchored in assumptions, evidence and logic
how to build and present projections you can stand behind – without pretending to predict the future
Financial projections must be coherent and credible
No experienced investor or lender expects a five-year forecast to be "right". If you're seeking pre-seed investment, even a one-year forecast could turn out wrong.
What they are looking for is whether the numbers make sense, given what you know today.
Credible projections answer questions like:
What is your revenue model?
Do you understand what's driving revenue?
Do you know your operating costs?
What does it cost to acquire and serve customers?
Have you thought through scale, constraints and timing?
Do your financials reflect your strategy – or contradict it?
Why projections matter to you – as founder
If you've established a business, or considering it, financial projections are primarily a thinking tool.
Well-built projections help you:
test whether your business model could actually work
understand cash flow pressure points before they happen
see which assumptions matter most – and which don't
make informed decisions about:
the costs of supplies and hiring staff
customer pricing
the rate at which revenue and expenses will grow
A projection forces you to ask uncomfortable but necessary questions:
Can we afford to hire this person?
How sensitive are we to churn and conversion rates?
What happens if sales take twice as long as planned?
Founders who avoid projections often end up managing by surprise. Founders who embrace them manage by foresight.
Why projections matter to lenders
Lenders need to assess your ability to repay, and their priority is managing downside risk.
They care about projections because they want to know:
Can this business service its debt?
How resilient would cash flow be under stress?
Are assumptions conservative and backed up with evidence?
Is there a margin of safety?
For lenders, credibility comes from realistic revenue timing, conservative assumptions around cost and a clear link between cash coming in and going out.
A projection ready for lenders should be conservative, realistic and show discipline, logic and prudence.
Why projections matter to investors
Investors use projections to evaluate their projected return on investment. They're asking:
Is this a big enough opportunity?
What are the unit economics at scale?
On what is capital actually deployed?
How does growth translate into profitability?
Having realistic projections signals that you:
understand the market in which you operate, and its competitive pressures
know the economic engine of the business
know which levers drive value
can reason quantitatively about uncertainty
Weak projections – especially those that are overly optimistic without justification – undermine trust, even when the idea itself is compelling.
What makes projections credible – assumptions, evidence and logic
Every financial model is built on assumptions. The difference between a guess and a forecast is how those assumptions are treated.
1. Assumptions – make them explicit
Hidden assumptions are the enemy of credibility. Strong projections:
clearly state key assumptions (pricing, growth rates, churn, costs)
tie assumptions to the realities of how the business operates
acknowledge uncertainty instead of burying it
For example:
"We assume a 3% monthly churn rate based on our research on competitors' churn and comparable benchmarks at our price point."
"Sales cycle length starts at 90 days and improves as awareness of our brand increases."
If you can't articulate your assumptions, you can't defend your numbers.
2. Evidence – anchor assumptions in reality
Evidence isn't certainty – it provides reference points. Useful evidence includes:
Historical performance (even if limited)
Market benchmarks and industry data
Pilot results or early customer behaviour
Competitors/comparable companies at a similar stage
Early-stage founders often say, "We don't have data yet". That's rarely true.
You can still provide evidence of customer interest and show that your assumptions are informed. Evidence transforms projections from opinion into analysis.
3. Logic – make sure the numbers tell a consistent story
Logic is where many projections fall apart. Some common red flags are:
revenue growing faster than headcount with no explanation
costs staying flat while the business scales
cash flow improving without any operational justification
Credible logic means:
growth has a mechanism (increased sales capacity, marketing spend, distribution)
costs scale in line with activity
timing makes sense
Lenders and investors will trace your projections line by line, so the story must hold together.
Building projections that support real decisions
Good projections are purpose-built.
Start with the drivers, not the statements
Instead of beginning with a projected income statement, start by explaining:
how you acquire customers
how much they pay/project they'll pay
how long you expect them to stay
what it costs to serve them
From these drivers, financial projections naturally follow. This approach keeps the model grounded in reality, makes assumptions visible and allows scenarios to be tested easily.
Model scenarios, not just one outcome
Single-case projections invite false confidence. At the very least, provide:
A base case (most likely)
A downside case (things take longer or cost more; revenue slower than projected)
A break-even analysis
Scenario projections demonstrate professionalism and help everyone involved understand risk and potential reward.
Keep the model understandable
If you, an investor or a lender can't understand what drives revenue, why costs behave as they do and when cash becomes constrained, the model isn't serving its purpose to anyone.
Presenting projections in funding conversations
You build trust by being clear. How you talk about projections matters as much as the numbers themselves.
If you don't understand the projections, or you ask someone else to talk about them, it's likely your funding request will be unsuccessful.
Strong founders:
walk through key assumptions themselves before showing totals
explain risks and where uncertainty is highest
invite discussion and never get defensive
show how projections inform their decisions, not just valuation
The most powerful phrase in a funding conversation is: "Here's what would need to be true for this to happen." That signals honesty, understanding and control.
Financial projections as a tool you can stand behind
When you treat projection as a guessing exercise, you're not credible. Financial projections aren't about predicting the future, but showing that you understand:
the risks and opportunities in your business model
your strengths and weaknesses
any threats and constraints
When you stand behind your projections – even when challenged – you signal something far more valuable than precision, which is sound judgement. And judgement is what funders ultimately back.
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