Fix the operating model that growth has outgrown.

What is cost to serve, and how is it calculated?

Cost to serve is the fully allocated cost of fulfilling demand for a specific customer, order profile or SKU class, rather than the average cost across the business. It is built at order level: transportation cost including accessorials, handling and pick cost, storage and inventory carrying cost, returns, and the cost of the service level the customer is actually promised. The output is margin after logistics cost by customer and by SKU class. Most mid-market businesses know margin at the company level and nowhere else, which is why the growth case and the profitable case can point in different directions.

Why is the freight line harder to forecast than it looks?

Because rate exposure and volume exposure move independently, and a model that treats freight as one variable will be wrong in both directions. In June 2026 the Cass Freight Index recorded shipments down 4.1% against June 2025 while expenditures rose 11.2% over the same twelve months, with truckload linehaul rates up 5.5%. Falling volume alongside rising spend is not a contradiction. It is two separate exposures, and they need to be modeled separately.

How much of the operating cost problem is labor?

Enough that it should be measured rather than assumed. Bureau of Labor Statistics data for transportation and warehousing, July 2026 preliminary and seasonally adjusted, puts average hourly earnings at $32.63 for all employees and $31.29 for production and nonsupervisory employees. That is the sector aggregate across NAICS 48-49 rather than a warehousing-only figure, so it should be used as a reference point and not as a wage benchmark for a specific facility. Over the same period the unemployment rate among workers previously employed in the sector rose to 5.1% in July 2026 from 3.8% in June 2026, which is a loosening signal worth watching for anyone planning a hiring ramp.

How many distribution centers does the business actually need?

That is a cost model question, and the answer changes with the service promise. The model needs shipment origin and destination data for twelve months, the current facility and lease schedule with throughput, inbound and outbound rates, and the service level the business commits to by customer segment. Scenarios are then compared on total landed cost against service attainment rather than on facility count. Businesses that answer this from intuition usually site nodes for a customer base they no longer have.

Why does sales and operations planning fail to change any decisions?

Usually because the reconciliation is informal. The test is whether the number the commercial team commits to is the number operations plans capacity and labor against. Where that reconciliation happens in a meeting rather than in a process, or where it sits with one person, the plan does not bind anything and the two sides continue to run on separate numbers. That is also the form in which the problem shows up in diligence, because a growth story that operations never planned against cannot be underwritten.

Does any of this require new software?

No. The analysis runs on data the business already produces: order and shipment records, carrier invoices, labor reports and the current reporting pack. Software becomes the right answer once a process is defined and the constraint is genuinely execution at volume. Buying a system to fix an undefined process installs the problem rather than solving it, at which point the implementation is blamed for the design.

What does an operational assessment actually produce?

A map of how the business runs today rather than how the organization chart says it does, a quantified view of where cost and friction sit, a redesigned operating model with the decision rights named, and a sequenced plan that separates changes worth making now from changes that depend on something else landing first.

How does operations work connect to a transaction?

Directly, and in both directions. The operational facts a buyer's diligence tests are network cost, cost to serve, contract quality, concentration and whether reporting can be produced without manual assembly. Those are the same facts that determine operating margin. Work done for margin reasons is therefore also readiness work, which is why the exit readiness engagement and this one are the same practice viewed from different ends.