Insights
Notes on commercial flow, customer relationships and the systems that make them visible.
Short analytical pieces on how B2B service businesses generate work, how commercial commitments move across functions, and why CRM or reporting can fail to represent the real commercial state.
System performance
Local efficiency can increase while system efficiency falls.
EconomicsRevenue is growing. Why isn't profit?
Delivery economicsWhy cost-to-serve increases.
HandoverWhen the commercial promise becomes operational work.
ForecastingThe forecast can only use uncertainty the business has made observable.
Customer qualityA good customer is not only a sales definition.
AlignmentDifferent functions can rationally prefer different customers.
GrowthGrowth can increase coordination cost faster than output.
CRMWhy CRM problems keep coming back after every fix.
AI readinessAutomation comes after the business is understandable.
Applied reasoning
Prefer examples to theory?
Seven anonymised patterns show how commercial promises, SKU economics, cross-system delivery, coordination load, product decisions and market constraints can change the business result.
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