Observable condition
Sales grows. Customer numbers rise. The response is another administrator, then another coordinator, then another person to reconcile, schedule, update or chase. The business is clearly larger, but the internal workload seems to expand at almost the same rate as the top line.
This can feel normal because the hiring follows real demand. The pattern becomes visible only when management asks whether every new unit of revenue genuinely needs the same amount of administrative effort as the last one.
Realisation
Growth and scale are not the same thing. Growth means the business is doing more. Scale means it can do materially more without every support input rising in direct proportion.
McKinsey's 2026 operations work emphasizes end-to-end redesign as a source of operational advantage. Its 2026 AI operating-model research makes the same point from another angle: technology creates stronger value when companies redesign workflows and operating models rather than merely accelerating existing activities.
Identification
This is an operating-leverage and process-scalability problem. The issue is not that hiring is inherently bad. The issue is whether headcount is being added for work whose volume could be absorbed through standardisation, better information flow, clearer ownership or automation.
Diagnosis
Linear administrative scaling usually comes from unit-based manual work: every customer generates a new set of emails, every order creates a new data-entry sequence, every project requires manual setup, and every exception is coordinated by people.
Other contributors include fragmented systems, inconsistent processes, unclear handoffs and weak self-service. Each one adds small amounts of work per transaction. At low volume the work is tolerable; at higher volume it becomes a structural cost curve.
Commercial impact
The Commercial Value Wrapper is scalability, margin, capacity and growth. If support headcount grows almost linearly with revenue, the business may struggle to expand margin even while sales increase. Management layers also tend to grow because more people create more coordination.
This is why operating leverage is commercially important. The objective is not to eliminate people. It is to ensure that additional people are added where they create new capability, not merely to keep an unchanged process moving.
Common misidentification
The common assumption is “we are growing, so of course we need more people.” Sometimes that is completely true. A new market, new service or larger customer base may require genuine additional expertise. The misidentification happens when businesses fail to separate value-creating roles from headcount that compensates for repeated manual handling.
Possibility
A more scalable operating model standardises the common path, automates deterministic steps, gives teams shared operational visibility and reserves human effort for exceptions, relationships and judgement. Volume can rise without every administrative activity rising at the same rate.
Intervention
Measure the work created per customer, order, case or project. Identify which steps repeat predictably, which require judgement, and which exist only because information is fragmented. Then redesign the flow before selecting technology.
Useful interventions can include workflow orchestration, integrations, automated document generation, self-service, event-driven communication, shared data and clearer process ownership.
Practical diagnostic questions
- Which roles have grown fastest as revenue has increased?
- What recurring work does each additional customer or transaction create?
- Which of those steps require judgement?
- Where are people compensating for disconnected systems or unclear ownership?
- If volume doubled tomorrow, what would break first?
Bottom line
If revenue growth reliably creates proportional administrative growth, the business may be adding size without adding enough leverage. The Pattern is valuable because it changes the question from “who should we hire next?” to “which part of the operating model is forcing us to hire for volume?”
Sources and further reading
- McKinsey — Winning the race to rewire in 2026: Capturing operational advantage
- McKinsey — The operating model advantage: Why AI winners are rewiring their organizations
Related Mellorca reading
- Why Growth Breaks Systems That Worked When the Business Was Smaller
- How to Calculate the Business Case for Automation
- The Pain of Repeatable Manual Work