Business Modelling: Test How Your Business Creates Value

In PwC’s 2026 Global CEO Survey, 42% said their companies had entered new sectors within five years. The survey covered 4,454 CEOs across 95 countries and territories in late 2025. This is international context for reviewing a business model, not a forecast for your company. Source

A business model describes the logic of a business. Who has a need, what will they receive, how will you provide it, and what will they pay? It also explains the resources, relationships and costs required to fulfil the promise. A product idea alone does not answer these questions.

Business modelling is the activity of constructing, comparing and testing that logic. Strategy determines choices about where to compete and how to succeed. An operating model explains how people, processes, technology and governance deliver the work. A business plan sets out the proposed direction, actions and financial expectations. These concepts are connected, but they are not interchangeable.

The Business Model Canvas, developed by Alexander Osterwalder and Yves Pigneur and provided by Strategyzer, organises a model into nine areas. These cover customer segments, value propositions, channels, customer relationships, revenue streams, key resources, key activities, key partnerships and cost structure.

The framework is useful for discussing connections. Filling its boxes does not validate demand, prove profitability or replace implementation planning. Our practical approach is to mark each important statement as observed, partly supported or untested. This keeps confidence separate from how polished the presentation looks.

Choose the tool for the question. The Business Model Canvas gives a connected view of the whole business. Strategyzer’s Value Proposition Canvas examines the relationship between one customer segment and the offer in greater detail. It maps what customers are trying to achieve, their difficulties and desired benefits, then compares these with what the product or service provides.

Lean Canvas, developed by Ash Maurya from the Business Model Canvas, helps examine assumptions in an early-stage venture. It highlights the problem, solution, key metrics and an advantage that is difficult to copy. Use it when the main question is which risky assumption to test first. You do not need to complete all three tools. Choose what serves the decision, and test its content through customer interviews and suitable experiments.

Start with a defined customer group and a problem it already recognises. Explain what the customer does today, including alternatives that do not involve buying from you. Identify who uses the service, who approves the purchase and who pays. In business markets, these may be different people.

Write the promised outcome in plain language. Then describe the delivery route and relationship after purchase. A low-cost self-service offer and a specialist advisory offer require different levels of support. Combining both in one model without explaining the differences can hide expensive assumptions.

Imagine a fictional technical support business considering two offers. One charges for individual assignments. The other charges a recurring fee for a defined support package. This example explains modelling choices; it is not an ATMACSS client result.

With individual assignments, demand and income may vary, and each job needs a clear scope. With a subscription, income may be more predictable only if customers join, remain and pay. The provider must define usage limits, response arrangements and work that falls outside the package. A recurring invoice is not a guarantee of recurring profit.

The models require different evidence. Assignment work needs information about enquiry conversion and delivery effort. A subscription needs evidence about ongoing need, customer retention and support usage. Both need a realistic understanding of capacity, quality requirements and cash collection.

Put numbers to the comparison: assume a monthly subscription of AED 500, variable tools and transaction costs of AED 100 per customer, and a contractor paid AED 100 for each actual support hour. At 2 hours of usage, variable cost is AED 300, leaving AED 200 of contribution towards fixed costs. This contribution is not net profit. The example excludes tax, financing and customer acquisition costs.

If usage rises to 5 hours, variable cost becomes AED 600 and contribution is 500 − 600 = −100 AED per customer per month. Increasing subscriber numbers can therefore increase the loss. Test the distribution of usage across customers rather than relying on the average alone, and define package scope, additional work and its price clearly before contracting. If salaried employees provide support, do not automatically treat their hours as a variable cash cost. Examine available capacity and the additional staffing cost when capacity is exceeded, and avoid counting the same cost twice.

Avoid presenting a single forecast as certain. Compare plausible low, central and high demand cases, with assumptions clearly recorded. Use qualified financial input where the decision requires it. The model should reveal sensitive assumptions, not conceal them behind precise-looking totals.

List the assumptions that would materially change the decision if they proved false. Examples include willingness to pay, the ability to deliver within the proposed effort, or reliance on one partner. Prioritise assumptions that are both uncertain and consequential.

Choose a test that produces relevant evidence. Customer interviews can explain a problem, but compliments do not demonstrate willingness to buy. A limited paid pilot may test purchasing and delivery together. State the scope honestly, define what will be measured and agree in advance what result would justify continuing, revising or stopping.

In a fictional 1-month pilot with 10 customers paying the stated price, a continuation criterion might be total contribution of at least AED 2000 while meeting agreed response times. If contribution is AED 1500, the gap to target is AED 500. Investigate the cause before expanding, even if customers praise the service. The service owner records support hours and additional work, finance reviews costs and collections, and the team documents a decision to continue, revise and retest, or stop. This is an illustrative target that each business must adapt to its circumstances. One month does not establish customer retention or long-term demand.

Once the concept has support, describe ownership and handovers. Who receives a request, approves exceptions, delivers the work and resolves complaints? Identify the systems and partner commitments required. Check that the proposed service promise matches the actual capacity available.

Keep a dated model and a short decision log. Review it when customer behaviour, costs or delivery conditions change. Different customer segments may need different models; do not force contradictory offers into one summary merely to keep the document short.

Bring your current offer, customer evidence, delivery process and main uncertainties. Through Business & Operations Modelling, ATMACSS can help clarify the connections and define practical implementation questions. The economic feasibility analysis article explains how to examine alternatives and assumptions before a larger commitment.

Start with one decision: which untested assumption could make the current model fail? A focused answer provides a better next step than redesigning every part of the business at once.