Leak 12 · Freight & Cost-to-Serve - Excessive customer-specific handling
Custom labels, kitting, special packaging, portal data entry, certs with every shipment. Real service, real labor, and usually free.
Diagnostic note. Symptoms, required records, an initial check, and possible fixes. This shorter note does not include a full worked example.
What is it?
Large customers accumulate requirements: barcode labels in their format, bagging and tagging, cut-to-length, certificates of conformance, packing lists in their layout, orders entered into their portal, invoices uploaded to their AP system. Each was agreed as a small favor. Together they can add an hour of labor to every order for that account, and the price was set before any of it existed.
- Family
- Freight & Cost-to-Serve
- Primary owner
- Operations Manager
- Secondary owners
- Sales Managers, CFO
- Primary impact
- EBITDA
- Typical data source
- Customer requirements, warehouse labor, order records
- Detection difficulty
- 30-day measurability
Ask yourself
Can you name the five customers who require the most special handling, and do their prices reflect it?
Yes, partially, no, or don’t know. “Don’t know” is the most useful answer, because it points at the test below.
What does it look like?
Warning signs. None of these proves the leak exists. They tell you where to look.
- Warehouse staff who know certain customers “take forever.”
- Written or unwritten customer requirement sheets with no cost attached.
- Accounts with average gross margin but visibly higher handling time.
What data do I need?
The minimum viable set. Most of it is already in your ERP.
| Field |
|---|
| List of customer-specific requirements by account |
| Estimated labor minutes per order for each requirement |
| Orders per year and gross profit per account |
The initial check
Start with a small sample. Gathering the exports, agreements, or observations is separate from running the check; agree that work with the person who owns the records.
- 1Ask the warehouse lead which five customers take the most extra work and what the extra work is.
- 2Estimate minutes per order for each and multiply by orders per year at a loaded labor rate.
- 3Compare the result to the account’s annual gross profit.
Handling cost per account = extra minutes per order ÷ 60 × loaded rate × orders per year
Then ask one question: For the account with the highest handling cost, is the margin still acceptable after subtracting it?
How much could it be costing us?
A conservative range, not a headline. The goal is a number management can trust enough to investigate.
Σ over accounts of unrecovered handling cost × share that could be priced, charged, or simplified
Common root causes
Fixes fall into three layers. Not every problem needs software, and almost none needs AI first.
- Process
- Requirements are agreed by sales without an operations review or a price adjustment.
- Data
- Requirements are not recorded against the account in the system, so they cannot be costed.
- Technology
- Labels, documents, and portal entry are done by hand because nothing generates them automatically.
What should we do?
Start with the simplest intervention that could solve it. Move down the list only if the one above is not enough.
Level 1
Visibility
A requirements register by account with estimated cost, reviewed at each price negotiation.
Level 2
Policy
New requirements go through an operations review and either a price adjustment or a handling fee.
Level 3
Automation
Generate customer-format labels, documents, and portal submissions automatically from the order.
Where AI helps
- Filling customer portals and producing customer-format documents from the order without re-keying.
Where AI probably doesn’t
Knowing what each account costs to serve starts with a list and a stopwatch, not a model.
Before you call it a leak
- Handling requirements are often why a large account chose you. The goal is to price them, not to refuse them.
- Labor estimates are rough. Use them to rank accounts, not to bill by the minute.
Think this might be happening in your business?
Turn the finding into a next step.
If the numbers say there is something there, send us what you found and we will help you decide whether it is worth a full investigation. No transaction files needed for that conversation.
Related leaks
- Leak 06 · PricingSmall orders priced below their cost-to-serveA $40 order with $12 of gross profit costs $25 to pick, pack, invoice, and deliver. Multiply by thousands of orders a year.
- Leak 34 · OperationsManual order-entry reworkA customer PO arrives as a PDF. Someone types it into the ERP, checks it against the quote, fixes the part numbers, and emails an acknowledgement. Fifteen minutes, forty times a day.
- Leak 13 · FreightLow-value orders below economic minimumA minimum exists on paper. A third of orders are below it. Each one is handled, delivered, and invoiced at a loss.
Let’s start with one thing.
What would better performance look like?
Bring a result you want to improve, a symptom, or a workflow you already understand. You do not need to know the bottleneck yet. We’ll help choose what to investigate first.
No transaction files needed for the first conversation.