MFG-04 · Manufacturing & Operations

Give-Away

Daily ↓ Lower is better Control Lagging

Average excess fill weight above target

See what's inside
Built from a real Implementation Pack — every number on this card is extracted, not illustrative.
Give-Away 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
6Dim. tables
8Report pages
20,000Demo rows

What it measures

Average excess fill weight above target

Lagging indicator

it measures the financial cost of overfilling after the product has been packed. The raw material has already been consumed and the margin lost before the KPI is calculated.

Business impact

  • Increased 'chaos tax': raw materials are consumed faster than the Bill of Materials predicts, causing unplanned shortages that trigger emergency orders, break the production schedule, and disrupt inventory position.
  • Direct destruction of working capital. Every gram of give-away is finished goods value, built with sunk labor and energy costs, that is given away for zero revenue, directly reducing cash flow.
  • Sustained high give-away on a core product can make its contribution margin negative, triggering a portfolio review that can lead to self-delisting the SKU to stop the cash burn.

Formula

(Average fill weight - Target weight) / Target weight x 100

Grain

One row per production order batch produced

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
6dimension tables
8report pages
20,000row demo dataset
The real DAX measure MFG-04 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 — 8 mandatory columns — target fill weight, confirmation date key, ...
  • 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
Target0.003 — performance considered compliant at or below this line
Warning0.015 — 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 Give-Away in Power BI — dimensional model, DAX measures, SQL views, and a food-industry demo dataset.

Request access

MFG-04 — Give-Away · $149 for the full Implementation Pack. Only email is required — everything else helps us prioritize, and costs you nothing to skip.