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Paper Converters Hold Half Their Inventory in Raw Material and a Tenth in Production

Specialized PackagingData & Reporting

A low work-in-process share is usually taken as a compliment. In made-to-spec production it is worth reading twice.

Paper products manufacturers held $10.7 billion in materials and supplies in June against $2.2 billion in work in process. Materials are 51.7 percent of the sector’s inventory. Work in process is 10.4 percent. Finished goods take the remaining 38.0 percent.

For every dollar actually being converted, roughly 8.6 dollars are sitting still.

Dollars sitting still for every dollar being converted A curve plotting dollars of inventory held outside production for every dollar in work in process, against the work in process share of total inventory. The relationship is one hundred minus the share, divided by the share, so it rises steeply as the share falls. Paper products sit at a 10.4 percent work in process share, where the ratio is 8.6 to one. This is arithmetic on the reported stage split, not a surveyed measure. WHAT IS MOVING, AND WHAT IS WAITING Nine dollars still for every one moving. Inventory outside production per dollar in work in process, by WIP share. 48121610%15%20%25%30%8.6 : 14 : 1 ARITHMETIC: (100 - w) / w ON THE REPORTED STAGE SPLIT, CENSUS M3 JUNE 2026 / CXO ANALYSIS CXO ©

What a 10.4 percent work-in-process share means

Work in process is the only inventory stage that is earning its keep. Material in a rack is capital waiting. Finished goods on a dock are capital waiting. Work in process is capital moving through the operation toward an invoice.

A 10.4 percent share says the conversion itself is fast. Once a job reaches the floor with a specification and a schedule, it does not sit there. That is a genuine operational strength and it is worth naming as one.

It also means the plant is not the bottleneck, which redirects the question. If the machines are efficient and the inventory is still concentrated before and after them, the constraint lives in the commercial and planning steps at either end.

What happens before a job reaches the floor

Made-to-spec production front-loads its uncertainty. Every order is a small engineering exercise before it is a manufacturing one.

An estimator prices the job from materials, tooling, run rates, and setup, using judgment built over years and stored mostly in their head. A specification is agreed with the customer, then revised, sometimes by email. Scheduling assigns the job against a picture of capacity that was accurate when it was built. Material is ordered against that plan.

Each of those steps is information work, and each one can hold a job. Material bought against a plan that shifted stays in the rack. A job that cannot start because a revision is unconfirmed does not appear as downtime; it appears as material sitting still.

PAPER PRODUCTS INVENTORY, BY STAGE
The conversion step holds the least
Share of total sector inventory at each stage, ordered by size.
MATERIALS AND SUPPLIES, $10.7B51.7%FINISHED GOODS, $7.9B38%WORK IN PROCESS, $2.2B10.4%
CENSUS BUREAU M3, MANUFACTURERS SHIPMENTS INVENTORIES AND ORDERS, JUNE 2026 / CXO RESEARCH CXO ©
Paper products inventory by stage of fabrication, June 2026. Caption: the stage that is earning its keep holds a tenth of the money. Description: paper products manufacturers held $10.7 billion in materials and supplies, $2.2 billion in work in process, and $7.9 billion in finished goods, a total of $20.8 billion. Materials are 51.7 percent of the total, finished goods 38.0 percent, and work in process 10.4 percent, so roughly 8.6 dollars sit outside production for every dollar being converted. Food manufacturers invert this, holding 41.5 percent in materials and 51.8 percent in finished goods. Keywords: specialized packaging, made to spec, quoting, scheduling, shop floor, ERP integration.

Why the ratio is a scheduling signal, not a purchasing one

The instinct on seeing high raw material inventory is to look at purchasing. Buy closer to need, tighten reorder points, negotiate shorter lead times.

That treats the symptom. Material is bought early because the schedule is uncertain, and the schedule is uncertain because quoting, specification control, and capacity are held in different places and reconciled by people. Buying later against the same uncertainty raises the risk of stopping a line, which is why nobody does it.

The comparison inside the same data set is useful here. Food manufacturers hold 41.5 percent of inventory in materials and 51.8 percent in finished goods, the shape you would expect from continuous production against forecast demand. Paper products invert it. That inversion is what made-to-spec looks like in a balance sheet, and it is the operational condition the sector actually runs under.

The other end holds a third of it

Finished goods account for 38.0 percent of paper products inventory, and in made-to-spec work that figure deserves its own question. A converter does not build to forecast. Almost everything on the dock was ordered by somebody.

So finished goods sitting still usually means one of three things: the job finished ahead of a scheduled ship date, it is waiting on a consolidation, or it is complete and cannot be invoiced because something in the paperwork is unresolved. The first is planning working as intended. The other two are information problems wearing the costume of an inventory problem.

Taken together with the 51.7 percent in materials, roughly nine dollars in ten of this sector’s inventory is stationary at any moment, held either side of a conversion step that is demonstrably efficient.

What changes the number

Material stops sitting still when the schedule it was bought against stops moving. That is a systems problem before it is a purchasing one.

Three things move it, and the sector page sets out where this usually starts. Estimating logic captured as a system, so a quote is built the same way regardless of who builds it and the assumptions behind it survive the estimator. Specification and revision control with a single current version, routed to the floor and acknowledged there. Capacity-aware scheduling that reflects current load, changeover, and what is actually running.

Underneath all three sits the connection between the commercial systems and the floor. When run times, scrap, and downtime post to the ERP as they happen, the next schedule is built on actuals and the next quote is informed by the last job. When they do not, both are built on memory.

CXO engineers that connectivity through three practices, scoped and priced before work begins. The measure that matters afterward is not machine utilization, which is already good. It is how much material stopped waiting.

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