QFS-03 · Quality & Food Safety

Foreign Body Incident Rate

Monthly ↓ Lower is better Control Lagging

Rate of foreign body incidents per production volume

See what's inside
Built from a real Implementation Pack — every number on this card is extracted, not illustrative.
Foreign Body Incident 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
5Dim. tables
7Report pages
20,000Demo rows

What it measures

Rate of foreign body incidents per production volume

Lagging indicator

The KPI measures incidents after the product has been produced, and often after it has reached the customer. The financial and brand risk is realized before the metric is calculated.

Business impact

  • Triggers a massive 'chaos tax' on management time, diverting the entire senior leadership team to crisis management, regulatory reporting, and customer communication for weeks.
  • Freezes the entire inventory position for the affected batch codes, turning millions in saleable stock into a QA-held liability and creating immediate shelf gaps for customers.
  • A confirmed incident of hard plastic, metal, or glass in a ready-to-eat product places the business in the delisting zone, triggering a formal retailer investigation that can lead to total category removal.

Formula

(Foreign body incidents x 1,000,000) / Tonnes produced

Grain

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

Quality & Food Safety

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
5dimension tables
7report pages
20,000row demo dataset
The real DAX measure QFS-03 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 — 7 mandatory columns — output weight kg, shift key, ...
  • Dim_Plant — key + name
  • Dim_Product — key + name
  • Dim_Production_Line — 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
Target5 — performance considered compliant at or below this line
Warning22.5 — amber alert — triggers a review

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

Quality & Food Safety $149

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

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QFS-03 — Foreign Body Incident Rate · $149 for the full Implementation Pack. Only email is required — everything else helps us prioritize, and costs you nothing to skip.