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Insights › Plant problems

Plant problems

Dead Stock and Stock-Outs at the Same Time: The Inventory Paradox Explained

Warehouses full of the wrong things and short of the right ones. Why it happens and the planning habits that end it.

Trikaan Research & Engineering·10 Nov 2026·4 min read
Dead Stock and Stock-Outs at the Same Time: The Inventory Paradox Explained

KEY TAKEAWAYS

  • Excess and shortage at the same time is a planning problem, not a warehouse problem.
  • Treat items differently: classify by value and demand variability.
  • Reorder levels must include real lead times and their variation.
  • Review slow-moving stock monthly, before it becomes dead stock.

Walk into many factory stores and you will see racks of material nobody has touched in a year, while the purchase team chases an urgent order for something the line needs tomorrow. It feels like bad luck. It is usually the result of treating every item the same way.

This article explains why the paradox happens and the practical planning habits that end it.

How the paradox develops

  • Reorder levels set once and never revisited.
  • Bulk buying for price discounts without a consumption view.
  • Engineering changes leaving old-revision stock behind.
  • Lead times assumed, not measured.
  • Safety stock added after every shortage, never removed.

Classify before you plan

Not every item deserves the same attention. ABC classification ranks items by consumption value; XYZ ranks them by how variable demand is. Together they tell you where to plan tightly and where simple rules are enough.

ClassMeaningPlanning approach
AXHigh value, steady demandTight planning, frequent orders, low safety stock
AZHigh value, erratic demandOrder against firm demand, review weekly
CXLow value, steadySimple reorder level, larger lots
CZLow value, erraticMinimal stock or order on demand

Lead time is a number to measure

Reorder levels depend on how long replenishment takes. Many plants use the lead time a supplier quoted years ago. Measure it from your own purchase orders and goods receipts, and note how much it varies. A supplier who delivers in ten days on average but sometimes takes thirty needs more safety stock than one who always takes fifteen.

Connect inventory to the production plan

For materials driven by production, the plan itself is the best forecast. When BOMs are accurate and the plan is in the system, material requirements can be calculated weeks ahead, and shortages become visible long before the line stops.

In practice: A shortage that is visible three weeks ahead is a purchase task. One that is visible three days ahead is a crisis.

A monthly slow-moving review

  • List items with no movement in 90 and 180 days.
  • Check whether each is tied to an active product or revision.
  • Decide: use, return, sell, rework or write off.
  • Stop reordering anything that is not tied to current demand.

Why ‘just reduce inventory’ backfires

When leadership sets a blanket inventory reduction target, stores cut across the board. High-value, critical items get reduced along with junk, shortages rise, and the target is quietly abandoned a few months later. The classification approach works because it reduces stock where it is safe to do so and protects the items that keep lines running.

Pair the classification with a short weekly meeting between planning, purchase and stores. Fifteen minutes on the top shortages and the top excess items keeps the system honest.

Measuring progress

  • Inventory days by class (A, B, C).
  • Number of stock-outs that stopped production.
  • Value of stock with no movement in 180 days.
  • Urgent purchases as a share of all purchases.

What good looks like

Inventory days fall without more shortages, purchase works from a forward view instead of urgent indents, and stores can explain every item on the shelf. Software makes this sustainable by keeping classification, lead times and requirements current automatically, and by alerting before cover runs out.

Frequently asked questions

What is dead stock?

Inventory with no consumption for a long period, often six to twelve months, and no expected future demand.

How do I set a reorder level?

Reorder level is roughly average daily usage times lead time, plus safety stock that reflects variation in usage and lead time.

What is ABC analysis?

Ranking items by annual consumption value so the few high-value items get the most planning attention.

Can AI predict shortages?

Yes, by combining the production plan, BOMs, stock, open orders and measured lead times to project cover and flag items at risk.

  • #inventory management manufacturing
  • #dead stock
  • #stock out
  • #reorder level
  • #ABC XYZ analysis

Trikaan Research & Engineering

Trikaan

Written by the researchers and engineers who build Anvaya, ASTR and Seed Track, with input from Trikaan's delivery and engineering teams.

ON THIS PAGE

  • How the paradox develops
  • Classify before you plan
  • Lead time is a number to measure
  • Connect inventory to the production plan
  • A monthly slow-moving review
  • Why ‘just reduce inventory’ backfires
  • Measuring progress
  • What good looks like
  • FAQ

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