Maturity lever

Benefit scales to how much headroom each use case actually has.

Demo data · ValueMaps · Plant

Boise: the lean benchmark

Boise, ID, US

This is the financial close of the Boise Plant worked example. The survey report shows the gap signature; the use-case roadmap turns it into a portfolio. This page scores that portfolio against a financial baseline and rolls it up across the company.

Annual EBITDA impact
+$4.5M
2.5% of revenue ($180.0M)
Use cases in scope
15
curated from the survey gap signature
Composition
Revenue-$169K
Costs+$4.0M
Capital+$665K
Positive = EBITDA-favorable.

Illustrative figures for a fictional company. The method is real; the company is not. Every dollar traces through a measure and a finance line to EBITDA. Benefit is scaled to each use case's current maturity from the survey, so a use case the plant has already mastered captures less from the same improvement. Use the maturity lever above to compare against industry-typical and best-in-class.

Executive Summary

Boise: the lean benchmark

Boise is the mature leader, strong and consistent across every department. It carries the fewest gaps and the shortest curated list of the five plants, so its upside is modest relative to its size.

Boise is demand-constrained, with slack against demand, so it earns its value on cost and quality rather than on freeing capacity. That is why a well-run plant still shows a real number, just not the capacity-recovery windfall the constrained plants do.

Things to notice below

  • Move the maturity lever and watch the opposite of Waco: because Boise has already banked most of its headroom, its assessed-maturity number sits close to the best-in-class floor. Maturity you have earned is value you can no longer claim.
  • Shortest gap list of the five plants. Maturity shows up as less to fix, not nothing.
  • Compare Boise to capacity-constrained Topeka to see how much a plant's capacity posture, not just its maturity, drives the dollars.

How the value de-conflicts across initiatives

Run on their own, these initiatives would each claim their full standalone value. Run together against one P&L, they compete for the same finance lines, so the realistic combined value is lower. The engine removes that double counting, then allocates the de-conflicted total back to each initiative pro-rata.

Sum of standalone values
+$4.5M
if each ran in isolation
Double counting removed
-$35K
0.8% of the standalone sum
De-conflicted joint value
+$4.5M
what the plant can actually capture
Continuous-Improvement Polish12 use cases

Incremental gains across the remaining well-run areas.

+$3.7M
standalone +$3.7M
Engineering & New-Product Readiness3 use cases

Tighten engineering validation and new-product introduction.

+$762K
standalone +$768K

Solid bar = allocated (de-conflicted) value. Faint bar = standalone value.

Investment gate — net of what it costs to deploy

Each initiative needs capabilities to deliver. Those roll up to solution budget lines (an MES, a CMMS…) bought once even when several initiatives share them, plus standalone programs. Cost, deploy lead time, and a 7-year NPV at 8% turn de-conflicted benefit into a net investment case.

Net value (NPV, 7y)
-$14.1M
Payback (disc.)
never
De-conflicted EBITDA / yr
+$4.5M
Total investment
$30.1M
InitiativeTimingInvestmentMarginal NPVPayback
Continuous-Improvement Polishbelow gatelive y3 · 3y deploy$21.1M-$8.4Mnever
Engineering & New-Product Readinessbelow gatelive y3 · 3y deploy$9.0M-$5.8Mnever
Budget lines (80) · 37 shared, funded once
MES2×$3.0MIndustrial Data Platform2×$2.0MDigital Twin Platforms2×$1.5MAPM2×$1.2MAPS2×$1.0MQMS2×$800KConnected Worker2×$500KStandard Work Design and Documentation2×$150KStandardized Data Integration Workflows2×$150KStandardized Quality and Inspection Workflows2×$150KStandardized Production and Planning Workflows2×$150KClosed-Loop Corrective Action Processes2×$150KAdoption of FMEA and Risk-Based Quality Methods2×$150KContinuous Performance Monitoring Workflows2×$150KCross-Functional Planning and Review Cycles2×$150KAutomated Data Collection and Validation Workflows2×$150KDigital Traceability for Regulatory Compliance and Audits2×$150KCross-Functional Collaboration -- Operations, Finance & Supply Chain2×$120KCross-Functional Collaboration -- IT, Operations & Analytics2×$120KTraining in Statistical and Analytical Methods2×$120KRole-Specific and Certification-Based Training Programs2×$120KCI and Operational Excellence Practitioner Capability2×$120KFinance and Data Analytics Business Partner Capability2×$120KClear Ownership of Process and Performance Outcomes2×$120KCoaching and Mentoring for Skill and Behavior Development2×$120KKPI Alignment with Business Objectives2×$100KGovernance Frameworks for Supply Chain and Procurement2×$100KCross-Functional Governance Structures2×$100KIndividual Accountability for Process and Quality Outcomes2×$100KAccountability for Cross-Functional and Operational Metrics2×$100KContinuous Improvement Culture2×$100KROI Justification for Digital and Automation Investments2×$80KROI Justification for Operational Improvement Initiatives2×$80KBusiness Case Frameworks Linking Operational Performance to Financial Outcomes2×$80KCapital Investment in Technology and Digital Infrastructure2×$80KInvestment in Training and Capability Development Programs2×$80KDedicated Resources for Process Improvement Initiatives2×$80KMOM$4.0MEAM$1.5MWMS$1.5MSCADA / Historian$1.5MIndustrial Integration Platform$1.5MIndustrial IoT / Edge Platform$1.2MOEE Systems$400KEnergy Management$400KCMMS$300KAdoption of Statistical Process Control (SPC)$150KScheduled Audit and Compliance Review Processes$150KReal-Time Performance Threshold Alerts$150KAutomated Escalation and Corrective Action Triggers$150KStandardized Workforce and Maintenance Workflows$150KAdoption of Value Stream Mapping (VSM)$150KAdoption of Structured Problem-Solving Methods (A3, Kaizen)$150KAdoption of Pull Systems and Flow Control$150KDaily Management Routines and Operational Reviews$150KDigital Process Documentation and Records Management$150KAlignment with Global ESG Standards and Reporting Frameworks$150KContinuous Improvement and Documentation Standards$150KFinancial Reporting and Governance Compliance$150KCross-Functional Collaboration -- Engineering, Production & Quality$120KTeam Empowerment to Act on Analytics and Digital Tool Insights$120KCross-Functional Collaboration -- Operations, Quality & Maintenance$120KOperator Empowerment Through Real-Time Data Access$120KFrontline Empowerment to Identify and Resolve Issues$120KTraining in Lean Principles and Waste Elimination$120KTraining in Structured Problem-Solving Methodologies$120KTraining in Digital Tools and Systems$120KTraining in Reliability, Maintenance, and Equipment Care$120KSupply Chain, Procurement, and Materials Specialist Capability$120KAccountability for Cross-Functional Handoffs and Integration$120KLeadership Behaviors Reinforcing Process Discipline$120KRecognition and Incentive Programs$120KLeadership Commitment to Digital Transformation$100KLeadership Commitment to Continuous Improvement and Operational Excellence$100KGovernance for Production and Operational Performance$100KCulture of Data-Driven Decision-Making$100KIntegration of CI Initiatives into Operational Excellence Programs$100KIntegration of Performance Metrics into Business Strategy$100KBudget Alignment Across Functions for Initiative Implementation$80KROI Tracking and Sustained Investment Justification$80K

Operational impact (functional KPIs)

The same portfolio, viewed as movement in operational KPIs rather than dollars. Rolled up by SQDCI category.

Top KPI movements

63 KPIs moved
Inventory

IRA

+18.9%

Quality

Root Cause Resolution Time

+8.7%

Environment

GHG Emissions

-6.9%

Cost

ROI

+6.2%

Quality

ECO Rate

-6.1%

By strategic category

Safety

2 KPIs · 2

Top: -1.2% · Worker Fatigue Rate

Quality

9 KPIs · 8 / 1

Top: +8.7% · Root Cause Resolution Time

Delivery

10 KPIs · 9 / 1

Top: -4.4% · TTM

Cost

11 KPIs · 9 / 2

Top: +6.2% · ROI

Inventory

6 KPIs · 4 / 2

Top: +18.9% · IRA

People

4 KPIs · 3 / 1

Top: -5.2% · Labor Utilization Rate

Environment

6 KPIs · 6

Top: -6.9% · GHG Emissions

Maintenance & Reliability

9 KPIs · 9

Top: +1.8% · OEE

Other

6 KPIs · 3 / 3

Top: -5.4% · NPI Cycle Time

Where the value comes from

Each ribbon flows EBITDA impact from a use case (left) to a P&L or balance-sheet section (right). Thickness = annualized dollar contribution. Hover for the exact value.

Integration with Manufactur…Energy Consumption Visibili…Materials Governance & Revi…Demand Understanding & Tran…Inventory Accuracy & Visibi…Strategic Contribution to t…Willingness to Raise IssuesBuffer Sizing & ControlWarehouse & Storage Operati…Integration with MaintenanceAlignment with Business Pri…Equipment & Tooling Validat…Other use cases (3)RevenueCOGSOpExOtherCurrent AssetsLong-term Assets
Revenue liftCOGS reductionOpEx reductionTotal mapped flow: $5.9M

Finance-line composition

How the annual EBITDA impact decomposes across the P&L and balance-sheet sections. Cost-line reductions and revenue-line gains both read green.

Revenue-$169K(6 lines)
COGS+$3.0M(31 lines)
OpEx+$490K(7 lines)
Other+$481K(2 lines)
Current Assets+$563K(4 lines)
Long-term Assets+$102K(1 line)
Current Liabilities$0(1 line)
Long-term Liabilities$0(1 line)

Top value drivers

Use cases ranked by EBITDA contribution across the portfolio. The maturity tag shows the headroom multiplier this use case earned.

Energy Consumption Visibility
Real-Time Energy Consumption Visibility & Anomaly Detection
+$774K
Materials Governance & Review
Materials Governance & Performance Analytics Platform
+$655K
Demand Understanding & Translation
Real-Time Demand Translation & Production Requirement Synchronization
+$618K
Willingness to Raise Issues
Real-Time Problem Detection and Operator Issue Escalation
+$418K
Strategic Contribution to the Plant
Engineering-Led Strategic Planning and Capital Governance
+$397K
Integration with Manufacturing Engineering
Early Process Engineer Integration in Design and New Product Introduction
+$350K
Integration with Maintenance
Proactive Maintenance Integration in Production Planning
+$285K
Buffer Sizing & Control
Dynamic Buffer Sizing & Control
+$265K
Alignment with Business Priorities
Dynamic Priority Alignment in Production Planning
+$200K
Inventory Accuracy & Visibility
Real-Time Inventory Accuracy & Visibility
+$190K

Individual KPI movements

Every KPI that moved, sorted by magnitude. Expand any KPI for its per-measure and per-use-case breakdown.

All KPI movements

sorted by absolute change

How KPI deltas are computed

Each KPI's % change is a small-delta linearization across its formula roles: numerator measures contribute +, denominator measures contribute , factors contribute +. Per-measure deltas sum the contributions of every use case touching that measure (with the portfolio cap already applied). Direction-of-improvement is inferred per KPI from its primary measure: a downward move on a "lower is better" KPI reads green, the same move on a "higher is better" KPI reads red. Compound formulas defined in metrics.formula_expression are linearized — values may overstate. KPI baselines (the from X to Y framing) come in a later release.

This value map was derived from the ExampleCo Boise Plant survey responses and use-case roadmap. The same engine produces a CFO-grade value map for any real company that completes the surveys and curates a portfolio.