Business-model assessment tests whether target economics are structurally credible

Separate durable economics from recent performance

A target's historical growth does not prove that its business model is structurally sound. Performance may reflect favorable pricing, scarce capacity, one channel or a small cohort of customers. Assessment must explain how demand, differentiation, revenue quality and cost behavior combine�and whether that mechanism survives ownership and scale.

The analysis begins with customer economics. Who buys, why they choose, what triggers renewal or switching, and how acquisition cost and service load vary by segment? Reported averages can hide unprofitable cohorts, discounting, channel conflict or revenue dependent on contractual terms that will reset.

Cost structure should be rebuilt around drivers rather than accounting labels. Fixed and variable boundaries, capacity steps, supplier power, labor intensity and required reinvestment determine operating leverage. Cash conversion and working capital reveal whether earnings finance growth or consume capital.

Stress tests connect commercial and operational assumptions: slower demand, price pressure, customer loss, wage inflation and delayed capacity. The model should distinguish improvements the target can deliver alone from value requiring buyer capabilities. Synergies cannot rescue a weak standalone engine without additional execution risk.

The output is a causal value model with evidence, sensitivities and disconfirming facts. It informs valuation, covenants, integration priorities and the decision to walk away. Credibility comes from explaining performance under changing conditions, not reproducing management's forecast with a different discount rate.