Manufacturing Intelligence Brief

How to Evaluate Scrap and Rework Costs

Scrap and rework are the cost of making things wrong. Because they hide in material, labor and overhead, they are usually much larger than they appear.

1. The business problem

How much is poor quality really costing us?

Scrap is material and labor spent on units that cannot be sold. Rework is labor and time spent fixing units that could be. Both consume capacity and delay deliveries.

Tracking them as separate lines, by product and cause, shows how much quality costs and where to start.

2. What the evidence can reveal

A scrap and rework review needs:

  • Calculated Scrap and rework cost, as dollars and as a share of production cost.
  • Calculated The trend by quarter and by product.
  • Calculated Cost per unit of scrap and rework, which adjusts for volume.
  • Information gap Defect type, cause, process step and supplier, which point to remedies.

The cost of poor quality is higher than the scrap line alone because it also uses machine time and delays shipments.

3. Investigate the problem

In the synthetic plant, Calculated scrap and rework cost rose 34.8%, from $2.30M to $3.10M, while units produced grew 8.8%. As a share of production cost, scrap and rework moved from 4.7% to 5.7%, and it accounted for 14% of the total cost increase, though it is only about 6% of total cost.

Calculated The quarterly view shows a step change: the share stayed near 4.7% in every quarter of FY25, then moved to 5.7% in the first quarter of FY26 and stayed there. At the product level, Custom Orders look like a strong candidate for the cause: units grew 35.0%, but direct cost rose 78.9% and contribution per unit fell from $21.00 to $11.85.

Hypothesis Custom work often brings more setups, one-off tooling and rework than standard products, so it is a plausible but unconfirmed source. Information gap Scrap by product and cause is not in the demo. In the scenario, each 1% change in scrap cost is worth about $31K, so cutting scrap by 20% would be worth about $620,000 a year, before any extra benefit from capacity freed.

4. Explore the interactive experience

Investigate it yourself.

Manufacturing Performance Dashboard: a product-line dashboard with downtime and scrap, a scenario simulator for volume, price, materials and scrap, evidence-linked answers from APIS, and a sample brief, all on synthetic data.

The experience below is built on a synthetic manufacturer, “Demo Components Inc.,” analyzed by product line. It has no station-level, machine-level or line-level records, so product lines are used to show the method. Nothing in it is real.

  1. In the Scenario tab, the preset cuts scrap and rework cost by 20%. Note the profit gain.
  2. Now select Custom Orders on the dashboard. Compare its growth with its change in contribution per unit.
  3. Ask APIS how scrap and rework affect profit.

5. Evaluate possible solutions

Quality improvement is usually found in a few processes, not across the plant.

Pareto the defects

When it may fit: Many defect types, limited time.

Evidence needed: Defect counts by type and cause.

Trade-off: Needs consistent recording.

Fix process capability at the source

When it may fit: Defects arise at one step.

Evidence needed: Process data and engineering.

Trade-off: Capital or tooling may be needed.

Work with suppliers on incoming quality

When it may fit: Defects trace to materials.

Evidence needed: Incoming inspection data.

Trade-off: Supplier cooperation.

Re-quote custom work for quality cost

When it may fit: Custom orders generate rework.

Evidence needed: Rework by order type.

Trade-off: Prices may rise.

6. What leadership should do next

Questions to answer

  • How much is scrap and rework, by product?
  • What are the top defect causes?
  • Where in the process does it arise?
  • What is a point worth?

Data to gather

  • Scrap and rework by product and cause
  • Process data
  • Supplier quality data
  • Order type

Steps to take

  1. Record defects consistently.
  2. Pareto them.
  3. Fix the top one.
  4. Track the share monthly.

7. Engage Two Pillars

Identify Opportunities Across Production, Costs, and Capacity

Two Pillars can help manufacturers investigate production performance, cost structure, inventory and capital investment decisions using your own plant data. A good first step is a cost-of-quality analysis that ties scrap and rework to products, causes and dollars.

Sources and data notes

  • The organization, its figures, and every number in this article and its interactive experience are synthetic and illustrative. They are not real data, a benchmark, or a forecast.
  • Reviewed October 2026. This article describes an approach to investigation. It does not replace review by qualified professionals.