MFG-15 · Manufacturing & Operations

Unplanned Downtime %

Daily ↓ Lower is better Outcome

% of scheduled time lost to unplanned stoppages

See what's inside
Built from a real Implementation Pack — every number on this card is extracted, not illustrative.
Unplanned Downtime % 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
30,000Demo rows

What it measures

% of scheduled time lost to unplanned stoppages

Business impact

  • Triggers a 'chaos tax' of premium freight to meet delivery windows, overtime labor to catch up on production, and emergency call-out fees for specialist maintenance technicians.

Formula

(Unplanned downtime hours / Scheduled hours) x 100

Grain

One row per production line per shift per run

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
30,000row demo dataset
The real DAX measure MFG-15 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_Line_Run.

Data you need
  • Fact_Production_Line_Run — 8 mandatory columns — work center key, plant key, ...
  • Dim_Plant — key + name
  • Dim_Product — key + name
  • Dim_Production_Line — key + name
  • Dim_Shift — key + name
  • Dim_Work_Center — 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
Target0.02 — performance considered compliant at or below this line
Warning0.05 — 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 Unplanned Downtime % in Power BI — dimensional model, DAX measures, SQL views, and a food-industry demo dataset.

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MFG-15 — Unplanned Downtime % · $149 for the full Implementation Pack. Only email is required — everything else helps us prioritize, and costs you nothing to skip.