MFG-05 · Manufacturing & Operations

Scrap Rate

Daily ↓ Lower is better Control Lagging

% of material scrapped during production

See what's inside
Built from a real Implementation Pack — every number on this card is extracted, not illustrative.
Scrap Rate Implementation Pack

Everything required to build the KPI

Production-ready
Power BI fileWorking implementation
Fact-and-dimension modelFacts, dimensions & relationships
DAX measuresKPI logic & supporting calculations
Sample data + targetsStructured & ready to explore
50+DAX measures
7Dim. tables
9Report pages
20,000Demo rows

What it measures

% of material scrapped during production

Lagging indicator

it measures material that has already been destroyed. The P&L impact is locked in the moment the scrap is generated, and the KPI only confirms the scale of the loss after the fact.

Business impact

  • Increased 'chaos tax': high scrap rates consume line capacity that could be making finished goods, forcing unplanned overtime or weekend runs to meet demand and driving up labor costs.
  • Direct destruction of working capital: every tonne of scrap is purchased raw material that must be stored, handled, and then paid for again to be disposed of, turning inventory into a liability.
  • Sustained high scrap rates inflate Cost of Goods Sold, making product pricing uncompetitive. This puts the business in the delisting zone where retailers seek lower-cost suppliers to protect category margins.

Formula

(Scrap weight / Total material used) x 100

Grain

One row per production order batch — material × plant × production line × shift × date

Manufacturing & Operations

Inside the Implementation Pack

A preview of what's actually built for this KPI — extracted from the real Implementation Pack, not a mockup.

50+DAX measures
7dimension tables
9report pages
20,000row demo dataset
The real DAX measure MFG-05 DAX measure from the Implementation Pack

This is the primary ratio the pack's other measures build on — trend, rank, and period-comparison variants, all on Fact_Production_Order_Batch.

Data you need
  • Fact_Production_Order_Batch — 9 mandatory columns — production line key, scrap weight kg, ...
  • Dim_Material — material_key + material_description
  • Dim_Plant — key + name
  • Dim_Product — key + name
  • Dim_Production_Line — key + name
  • Dim_Recipe — key + name
  • Dim_Shift — key + name
  • Dim_Date — Auto-generated calendar table — no customer data required

Full field-by-field data contract, in 4 SQL dialects (SQL Server, Snowflake, Databricks, BigQuery), ships in the pack.

Editable thresholds
Target0.01 — performance considered compliant at or below this line
Warning0.03 — amber alert — triggers a review

Both live in one Excel tab — change them, refresh the report, done. No DAX editing needed.

Manufacturing & Operations $149

Everything you need to build Scrap Rate in Power BI — dimensional model, DAX measures, SQL views, and a food-industry demo dataset.

Request access

MFG-05 — Scrap Rate · $149 for the full Implementation Pack. Only email is required — everything else helps us prioritize, and costs you nothing to skip.