Factory Performance Diagnostic
When the Symptom Is Clear but the Cause Is Not
Factories often know that something is wrong: output is below plan, OTIF is weak, overtime is high, fabric variance is growing or the team keeps asking for more machines and people. The risk is solving the visible symptom instead of the underlying constraint.
The Madasky Factory Performance Diagnostic creates a fact base before management commits to a larger transformation or capex decision.

Diagnose before you invest
Build the fact base first. Then decide what deserves action, investment or deeper study.
Diagnostic Areas
The diagnostic looks across the manufacturing system so the root constraint is not mistaken for the most visible symptom.
Process flow & layout
Manpower productivity & skills
Production planning & scheduling
Fabric / raw material utilization
Quality & rework
WIP & lead time
Downtime & maintenance
Packing & dispatch
Digital visibility, data & AI readiness
Outputs That Turn Diagnosis Into Action
The output is not a generic audit report. It is a prioritized fact base that helps management decide what to fix first and what not to invest in yet.
Baseline & loss tree
Establish the current performance baseline and make the major sources of loss visible.
Prioritized opportunity & digital/AI map
Rank opportunities by business impact, urgency, evidence and implementation practicality, including where better visibility, data, automation or AI may improve a measurable manufacturing decision.
Estimated impact
Quantify operational or financial impact where the available data supports a responsible estimate.
90-day action roadmap
Convert findings into a practical sequence of actions with clear priorities and ownership.
No-capex vs capex actions
Separate opportunities that need better operating discipline from those that genuinely require investment.
Pilot / deeper-study recommendations
Identify the areas that deserve a contained pilot or a deeper technical study before a larger commitment.
Why Madasky
Why Diagnosis Matters
The value of a diagnostic is not a long list of observations. It is the sequence it gives management: what to solve first, what requires deeper work and what does not justify immediate investment.
See the baseline
Separate perception from measured performance.
Find the constraint
Identify the few losses controlling the economics.
Sequence the response
Prioritize no-capex, pilot and investment actions.
Decide with evidence
Commit resources only after the opportunity is clear.
Request a Diagnostic
Start with the Factory Performance Concern That Matters Most
Share the factory, current performance concern and the business outcome you want to improve. Madasky will recommend the right diagnostic scope.


