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Case · Demonstrated potential

Slotting: the most neglected process in the warehouse

~€8m
Annual potential calculated across the entire network — by the client’s controller, for their own budget.
Sector
Non-food retail
Scale
distribution centres in eight countries
Our role
On-site validation and design of the slotting methodology
Status
Business case substantiated, prototype ready
Pillar
Operational optimisation & algorithms
Try the interactive demo →
See what slotting does for a distribution centre in four weeks, on a fictional DC.
This is not a realised result but a substantiated business case. The prototype is now ready; the first site can be up and running within four weeks. We include the case because the way the business case came about shows how we work: two days on the floor, the existing process mapped, and only then the calculations — with the client’s own figures.

The situation

Slotting — assigning pick locations to items — is a blind spot in almost every warehouse. It is rarely well documented, it usually is not in a system, and in many companies it happens once a year at the change of season. Nobody notices the consequence directly, because nothing breaks: people just walk a little further than necessary every day.

At this retailer, one distribution centre turned out to perform remarkably well. There, the process manager and the inventory team lead did the slotting every Tuesday afternoon, with a target of more than 90% of items within their own family group — achieved in practice at 97%. The operations manager attributed a productivity gain of 5 cartons per hour, or 2.5% to it.

The bottleneck

That good practice could not be transferred. The process consisted of several reports merged in Excel, the results went by email to an employee who entered them into the system by hand, and on Friday the warehouse was checked to see whether things were really where they should be.

It worked because two people were good at it and enjoyed it. Precisely for that reason it could not be copied to the twenty other sites — and precisely for that reason there was no view of what each intervention actually delivered. What you do not measure, you do not do more often.

What we did

Look first, then calculate. Two days on the floor, with the operations manager, the supervisor and the slotting expert: the process questioned step by step and the pick zones examined. The number of empty pick locations stood out, and that is the direct measure of unused space along the picking route.
Separate the methodology from the person. The existing process broken down into building blocks: hygiene slotting (items without a pick location, items outside their own family, several items in one bin), reactive slotting based on yesterday, and proactive slotting, in which the scarce space is divided over the item families in advance. For the latter, an algorithm was written that determines per family how many locations are needed to meet demand with 99% certainty, without filling up the rest of the warehouse.
Connect to what is already there. The methodology works on the standard reports from the existing system and requires no changes to the ERP or the WMS. That is a deliberate choice: the threshold to get started must be low, and the gain must become visible before anything big is rebuilt.
Let the client do the calculation. We supplied the assumptions and the substantiation; on their own initiative, the retailer’s controller calculated the figures for all distribution centres for the coming budget year — including the extra effort needed to actually move the pick locations. That a controller starts calculating unprompted says more about feasibility than our own substantiation.
The business case
Calculated annual potential
~€8m
net, after deducting the extra effort for moving locations
Calculated with
2.5%
productivity gain — half of our own estimate of 5%
Scope
8 countries
all distribution centres calculated, per site and per period
Lead time, first site
4 weeks
the prototype is ready; then roll-out per site
Measurement note

This is a model calculation on client data, not a realised result. The calculation was made by the client’s controller, on their own staffing budget per distribution centre and per period, for the next budget year. We supplied the assumptions and the substantiation; the calculation and the source data belong to the client.

The productivity gain used is 2.5%, exactly half of the 5% we considered realistic based on our observations. That halving is a deliberate safety margin set by the client.

The 2.5% is not plucked from thin air: the operations manager of the best-performing distribution centre attributes the same percentage to the manual slotting practice already in place there — measured as 5 cartons per hour. Our estimate of the upper end rests on the ratio that walking takes up 25 to 40% of an order picker’s time and that around 10% of that can be gained.

The amount is net: the extra hours needed to actually move pick locations have been deducted in the calculation. The potential stated applies to full roll-out across all sites; the lead time for that is an estimate.

Why we show this case

Because it is the most honest example of what happens in the first weeks of a programme. Nothing has been built yet and nothing has been saved yet. What exists is a factual picture that the finance side of the organisation itself stands behind — and that is exactly the point at which a board can decide whether something is worthwhile.

It also shows where we come from. The same methodology was built earlier for an international food retailer, where it was rolled out from one country to the distribution centres in three other countries, with picking productivity at standard from day one. And in the mechanisation of a European textile retail chain, the same calculation engine sat beneath the loading of the roll cages.

What a neglected process has in common in all these cases: it costs nothing to ignore, until someone calculates what it is worth.

Want to see what slotting does for a distribution centre in four weeks? On a fictional DC, with the same demand on the left and the right.Try the interactive demo →

Does this sound familiar?

One of these four is enough.
Your slotting process is described in general terms and in practice relies on one or two people.
You have several distribution centres that demonstrably perform differently, without it being clear why.
You do not know what a slotting intervention has delivered, so it rarely happens.
You want to know first whether there is something to gain here, before you start on a system.

Who led the project

Portrait of Ardy Thoonsen
Ardy Thoonsen
Portrait of Jaap Eikelboom
Jaap Eikelboom
More about the team All cases
Next step
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