MFG-16 · Manufacturing & Operations

Manufacturing Cost per Tonne

Monthly ↓ Lower is better Outcome Lagging

Total manufacturing cost divided by production volume

See what's inside
Built from a real Implementation Pack — every number on this card is extracted, not illustrative.
Manufacturing Cost per Tonne 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

Total manufacturing cost divided by production volume

Lagging indicator

The cost is calculated after production is complete and all inputs are consumed. It confirms past performance, typically 15-30 days after the operational decisions that drove the cost were made.

Business impact

  • Increased 'chaos tax' from poor planning: premium rates for agency labor to cover inefficient scheduling, expedited maintenance on over-stressed lines, and higher energy tariffs from running during peak-cost periods.
  • Inflated inventory position as plants run larger batches than needed to improve cost-per-tonne absorption, tying up cash in slow-moving stock and increasing write-off risk.
  • Sustained high cost per tonne makes it impossible to fund retailer promotional programs or meet key price points, putting the product line in the commercial red zone for delisting.

Formula

Total mfg cost / Tonnes produced

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
7dimension tables
9report pages
20,000row demo dataset
The real DAX measure MFG-16 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 — product key, production line key, ...
  • 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
Target180 — performance considered compliant at or below this line
Warning265 — 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 Manufacturing Cost per Tonne in Power BI — dimensional model, DAX measures, SQL views, and a food-industry demo dataset.

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MFG-16 — Manufacturing Cost per Tonne · $149 for the full Implementation Pack. Only email is required — everything else helps us prioritize, and costs you nothing to skip.