Ross Exposes the Inventory Metric Most Companies Are Missing

Ross

Most inventory dashboards measure decisions that have already been made. They show stock on hand, turns, days of supply, forecast accuracy and markdown exposure. They may also include purchase orders and expected receipts. What they rarely show is how much of the future inventory position can still be changed.

Ross ended its second quarter with consolidated inventory 18% higher than a year earlier. Yet in-store turns remained very strong, clearance was historically low and merchandise margin improved by 110 basis points.

The increase could be read as a larger commitment to uncertain demand. But Ross has also preserved open-to-buy capacity, allowing it to respond to closeout opportunities or reduce future purchasing if demand weakens.

That reveals a missing dimension of inventory performance. The important question is not only how much stock a business holds, but how much of its next inventory decision remains reversible.

In Brief

  • Ross increased consolidated inventory by 18% while maintaining strong turns, historically low clearance and higher merchandise margin.
  • Inventory balances show stock already owned but not how much of the future position remains changeable.
  • A forward-looking measure of inventory reversibility would combine commitments, cancellation rights, decision deadlines and response times.
  • The objective is not to avoid early commitments entirely, but to decide where certainty is valuable and where optionality is worth preserving.

The Inventory Balance Looks Backwards

Ross carried more inventory partly to support stronger demand and broaden the merchandise available on its selling floors.

Packaway represented 36% of total inventory, compared with 38% a year earlier. This is merchandise acquired opportunistically and held for a future selling period rather than placed immediately into stores.

The conventional measures suggest that Ross is managing the higher position effectively. In-store turns remained very strong, clearance stayed historically low and merchandise margin increased by 110 basis points.

But these measures describe decisions already made.

Inventory has been purchased. Merchandise has entered the network. Turns, clearance and margin reveal whether that stock is moving through the business productively.

They do not reveal how much additional merchandise has already been ordered, when those commitments become fixed or how much purchasing can still be redirected as conditions change.

That leaves a significant gap in the view of inventory risk.

Two companies can hold the same stock, report similar turns and carry very different exposure. One may have months of non-cancellable orders behind the current inventory balance. The other may retain substantial freedom to increase, reduce or redirect its next purchases.

The current metrics would struggle to distinguish between them.

Ross Is Preserving Choice at Two Stages

Ross’s model retains flexibility in both owned inventory and future purchasing. Packaway provides timing choice over some merchandise already acquired. Attractive product can be purchased when it becomes available and held for a later selling period rather than forced immediately onto the shop floor.

Open-to-buy capacity preserves choice over what Ross purchases next.

Management described closeout availability as strong and said the company was gaining greater access to stronger and more popular brands. Committing the entire inventory plan early could prevent Ross from capturing those opportunities when they emerge.

Holding purchasing capacity open provides protection in the opposite direction too. If demand weakens, buying that has not been committed does not have to become additional inventory.

The model is not based on waiting for complete certainty. Ross is carrying more stock where it sees evidence of demand and merchandise value. But it has not allowed that decision to consume all of its ability to respond later.

That is a more important capability than open-to-buy alone. It is the deliberate management of when decisions become irreversible.

Inventory Reversibility Is the Missing Measure

A more complete inventory view would separate the future position into four categories:

  • Inventory already owned
  • Firm purchase commitments that cannot be changed
  • Commitments that can still be cancelled, deferred or redirected
  • Purchasing capacity that has not yet been committed

The categories are only the starting point. Their value depends on time. A cancellable order offers little protection if the decision deadline arrives before reliable demand information becomes available. Open purchasing capacity has limited value if lead times prevent it from being deployed within the relevant selling window.

Inventory reversibility therefore needs to measure both the proportion of the future position that can still be changed and how long that option remains commercially useful.

A practical measure could be:

Inventory reversibility is the proportion of the planned inventory position that can still be cancelled, deferred, redirected or left unpurchased within the required response window.

This would add a forward-looking dimension to inventory governance.

Instead of reporting only how current stock is performing, the business could see how much of its future exposure remains adjustable at 30, 60, 90 or 180 days.

The result would not be one universal target. Different products, suppliers and markets require different commitment profiles. The value would come from making the trade-offs visible.

Maximum Flexibility Is Not the Goal

Preserving optionality is not free.

Committing early can secure capacity, protect availability, reduce unit cost and strengthen supplier confidence. Waiting may mean paying more, accepting a narrower assortment or losing access to supply altogether.

In other categories, early commitment creates disproportionate risk. Demand may be volatile, product life cycles short or markdown exposure severe. The cost of changing course may be much greater than any purchasing advantage secured by deciding early.

The objective is therefore not to keep every decision open for as long as possible.

It is to determine where early commitment creates value and where reversibility is worth paying for.

That decision should reflect:

  • Demand volatility
  • Forecast confidence
  • Product life cycle
  • Supplier lead time
  • Capacity scarcity
  • Cancellation and deferral rights
  • Cost of lost availability
  • Cost of excess and markdown
  • Speed at which new information can be acted upon

This creates a portfolio of inventory decisions rather than one commitment policy applied across the business. Stable, capacity-constrained products may justify earlier commitments. Volatile or markdown-sensitive categories may require shorter commitments, reserved capacity, postponement or a higher cost supplier able to respond later. The additional cost of flexibility can then be compared with the cost of being wrong.

Forecast Accuracy Is Only Half the Defence

Inventory planning has traditionally placed enormous weight on improving the forecast. Better demand sensing, richer external data and AI-enabled planning can all reduce uncertainty. But no forecast eliminates it.

A business that concentrates only on prediction remains exposed when the forecast is wrong and the resulting decisions can no longer be changed.

Reversibility provides a second defence.

Rather than depending entirely on predicting demand earlier, the operating model preserves opportunities to decide later. Supplier terms, order windows, reserved capacity, postponement, modular product design and shorter replenishment cycles can all reduce the amount committed before sufficient information is available.

This changes the role of planning. The plan is no longer a single forecast converted into a fixed sequence of purchases. It becomes a series of decisions released as uncertainty reduces, with explicit choices about where the business should commit and where it should wait.

The most advanced inventory model is not necessarily the one with the most accurate initial forecast. It may be the one that suffers the least when its assumptions prove wrong.

A Different Executive View of Inventory Risk

Ross has not disclosed enough information to calculate its inventory reversibility.

It has not quantified its open-to-buy capacity, outstanding purchase commitments, cancellation rights or the time available to change future orders. Its complete risk position therefore cannot be derived from public reporting.

But the combination of higher inventory, substantial packaway, strong turns, low clearance and retained open-to-buy capacity demonstrates why the conventional inventory balance is insufficient.

A stronger executive view would show:

  • How current inventory is performing
  • How much additional supply is firmly committed
  • How much can still be changed
  • When each decision becomes irreversible
  • Whether the remaining response time matches the market

That would expose risks hidden by an apparently healthy inventory balance and reveal flexibility that a higher stock figure might otherwise obscure.

Ross’s 18% increase matters. But the more consequential signal is that the company has not allowed today’s inventory position to determine tomorrow’s in full.

Inventory resilience does not come only from holding more stock or forecasting demand more accurately. It comes from controlling how much the business commits, when it commits and how expensive it will be to change course.

The companies best prepared for uncertainty will not be those that always predict correctly. They will be those that have designed fewer decisions to become irreversible before the right information arrives.

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