Maturity lever

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

Demo data · ValueMaps · Plant

Waco: standard work is the unlock

Waco, TX, US

This is the financial close of the Waco 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
+$10.1M
6.3% of revenue ($160.0M)
Use cases in scope
21
curated from the survey gap signature
Composition
Revenue+$726K
Costs+$9.2M
Capital+$162K
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

Waco: standard work is the unlock

Waco's gap signature is the absence of standard work: high variance within departments, weak supervisor governance, inconsistent operator adherence. The roadmap concentrates on establishing and reinforcing standards before anything else.

Split into initiatives below, the standalone values add up to more than the plant can actually capture at once. The de-conflicted total removes that double counting, then allocates the realistic number back to each initiative.

Things to notice below

  • Move the maturity lever at the top. Waco's per-use-case maturity sits below industry-typical, so its real number runs higher than a typical plant's would. That extra is genuine headroom the plant has not captured yet. Switch to best-in-class to see how little would remain once it does.
  • The Standard Work Foundation initiative is the largest single lever and a prerequisite for the others.
  • Notice the gap between the sum of standalone values and the de-conflicted joint value. That haircut is the double counting the engine removes.

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
+$13.1M
if each ran in isolation
Double counting removed
-$3.0M
23.0% of the standalone sum
De-conflicted joint value
+$10.1M
what the plant can actually capture
Standard Work Foundation5 use cases

Define, document, and stabilize standard work across engineering and operations.

+$3.6M
standalone +$4.7M
Quality Stabilization9 use cases

Bring process capability and quality routines under control.

+$3.6M
standalone +$4.7M
Frontline Discipline & Adherence7 use cases

Supervisor governance and operator adherence to the new standards.

+$2.8M
standalone +$3.6M

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)
+$5.4M
Payback (disc.)
6.1y
De-conflicted EBITDA / yr
+$10.1M
Total investment
$24.4M
InitiativeTimingInvestmentMarginal NPVPayback
Standard Work Foundationbelow gatelive y3 · 3y deploy$11.6M-$2.0M6.1y
Quality Stabilizationlive y3 · 3y deploy$7.8M+$1.0M5.0y
Frontline Discipline & Adherencebelow gatelive y3 · 3y deploy$5.0M-$31K4.7y
Budget lines (93) · 61 shared, funded once
MES3×$3.0MSCADA / Historian2×$1.5MAPM3×$1.2MQMS3×$800KConnected Worker3×$500KEHS2×$500KOEE Systems3×$400KVision-Based Work Analytics2×$400KReal-Time Performance Threshold Alerts2×$150KAutomated Escalation and Corrective Action Triggers3×$150KStandard Work Design and Documentation3×$150KStandardized Data Integration Workflows2×$150KStandardized Production and Planning Workflows2×$150KStandardized Workforce and Maintenance Workflows3×$150KStructured Root Cause Analysis Workflows3×$150KClosed-Loop Feedback from Operations to Planning3×$150KAdoption of Statistical Process Control (SPC)2×$150KAdoption of Total Productive Maintenance (TPM)2×$150KAdoption of FMEA and Risk-Based Quality Methods2×$150KContinuous Performance Monitoring Workflows3×$150KScheduled Audit and Compliance Review Processes3×$150KCross-Functional Planning and Review Cycles3×$150KQuality Management System Standards Compliance (ISO, FDA, GMP, IATF)2×$150KContinuous Improvement and Documentation Standards2×$150KDigital Traceability for Regulatory Compliance and Audits3×$150KOccupational Safety and Ergonomic Standards2×$150KClosed-Loop Corrective Action Processes2×$150KAdoption of Structured Problem-Solving Methods (A3, Kaizen)2×$150KDaily Management Routines and Operational Reviews2×$150KCross-Functional Collaboration -- Operations, Quality & Maintenance3×$120KCross-Functional Collaboration -- Operations, Finance & Supply Chain2×$120KOperator Empowerment Through Real-Time Data Access3×$120KTraining in Statistical and Analytical Methods2×$120KTraining in Digital Tools and Systems3×$120KTraining in Reliability, Maintenance, and Equipment Care2×$120KRole-Specific and Certification-Based Training Programs3×$120KCI and Operational Excellence Practitioner Capability2×$120KQuality and Reliability Engineering Capability2×$120KClear Ownership of Process and Performance Outcomes2×$120KClear Roles in Quality, Compliance, and Risk Management2×$120KEmployee Engagement and Continuous Improvement Culture2×$120KCross-Functional Collaboration -- Engineering, Production & Quality2×$120KFrontline Empowerment to Identify and Resolve Issues2×$120KOngoing Training and Refresher Programs2×$120KCoaching and Mentoring for Skill and Behavior Development2×$120KKPI Alignment with Business Objectives3×$100KGovernance Frameworks for Quality and Compliance Processes2×$100KGovernance Frameworks for Supply Chain and Procurement2×$100KCross-Functional Governance Structures3×$100KPolicies and Standards for Digital and Data Management3×$100KIndividual Accountability for Process and Quality Outcomes3×$100KContinuous Improvement Culture3×$100KCulture of Data-Driven Decision-Making3×$100KGovernance for Production and Operational Performance2×$100KROI Justification for Digital and Automation Investments3×$80KROI Justification for Operational Improvement Initiatives2×$80KBusiness Case Frameworks Linking Operational Performance to Financial Outcomes2×$80KBudget Alignment Across Functions for Initiative Implementation3×$80KROI Tracking and Sustained Investment Justification3×$80KCapital Investment in Technology and Digital Infrastructure2×$80KInvestment in Training and Capability Development Programs2×$80KWMS$1.5MIndustrial Integration Platform$1.5MDigital Twin Platforms$1.5MAPS$1.0MLIMS$700KCMMS$300KAutomated Supply Chain and Inventory Alerts$150KDigital Process Documentation and Records Management$150KStandardized Quality and Inspection Workflows$150KCAPA Integration with Operational Systems$150KAdoption of Measurement Systems Analysis (MSA)$150KIndustry-Specific Operational and Process Standards$150KData Privacy and Workforce Data Regulations$150KAutomated Data Collection and Validation Workflows$150KCross-Functional Collaboration -- IT, Operations & Analytics$120KTraining in Lean Principles and Waste Elimination$120KRecognition and Incentive Programs$120KCross-Functional Collaboration -- HR, Operations & Leadership$120KTraining in Structured Problem-Solving Methodologies$120KSupply Chain, Procurement, and Materials Specialist Capability$120KCross-Functional Collaboration -- Safety, Operations & Compliance$120KAccountability for Cross-Functional Handoffs and Integration$120KLeadership Behaviors Reinforcing Process Discipline$120KLeadership Commitment to Workforce Development as a Strategic Priority$100KCulture of Proactive Risk and Safety Management$100KIntegration of Performance Metrics into Business Strategy$100KClear Communication of Initiative Objectives and Benefits$100KAccountability for Cross-Functional and Operational Metrics$100KIntegration of CI Initiatives into Operational Excellence Programs$100KDedicated Resources for Quality and Reliability Engineering$80KDedicated Resources for Continuous Improvement and Analytics$80KDedicated Resources for Process Improvement Initiatives$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

71 KPIs moved
Safety

Safety Culture Maturity Index

+86.3%

Quality

COPQ

-50.7%

Other

Supplier Performance Score

+36.0%

Quality

TCoQ

-32.9%

Quality

Control Plan Change Cycle Time

-24.0%

By strategic category

Safety

7 KPIs · 7

Top: +86.3% · Safety Culture Maturity Index

Quality

17 KPIs · 16 / 1

Top: -50.7% · COPQ

Delivery

5 KPIs · 4 / 1

Top: -7.4% · Production Volume

Cost

10 KPIs · 7 / 3

Top: -6.2% · TCO

Inventory

1 KPI · 1

Top: -1.0% · Inventory Carrying Cost %

People

14 KPIs · 11 / 3

Top: +18.0% · Certification Compliance Rate

Maintenance & Reliability

8 KPIs · 8

Top: +15.1% · OEE

Other

9 KPIs · 7 / 2

Top: +36.0% · Supplier Performance Score

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.

Supplier DevelopmentStandard Work ArchitectureProcess Capability & ControlWork Measurement (MOST/MTM/…Standard Work GovernanceSupplier & Supply Chain Int…Safety Culture at Team LevelTPM IntegrationCustomer CollaborationProcess Capability & Variat…FMEA & Control Plan QualityMSA QualityOther use cases (9)RevenueCOGSOpExOtherCurrent Assets
Revenue liftCOGS reductionOpEx reductionTotal mapped flow: $11.2M

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+$726K(6 lines)
COGS+$6.3M(36 lines)
OpEx+$2.8M(10 lines)
Other+$111K(1 line)
Current Assets+$162K(3 lines)

Top value drivers

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

Standard Work Architecture
Digital Standard Work Architecture & Governance
+$944K
Process Capability & Control
Real-Time Statistical Process Control & Capability Management
+$893K
Work Measurement (MOST/MTM/Time Study)
Digital Labor Standards & Work Measurement
+$866K
Standard Work Governance
Digital Standard Work Governance & Enforcement
+$835K
Safety Culture at Team Level
Building Proactive Safety Culture Through Team-Level Leadership and Real-Time Risk Management
+$749K
Supplier & Supply Chain Integration
Digital Supplier Integration & Real-Time Supply Chain Visibility
+$712K
TPM Integration
Integrated TPM System with Digital OEE Validation and Autonomous Maintenance
+$711K
Customer Collaboration
Structured Customer Collaboration and Quality Performance Management
+$616K
Process Capability & Variation Control
Real-Time Process Capability Monitoring & Variation Control
+$512K
FMEA & Control Plan Quality
Real-Time FMEA & Control Plan Intelligence
+$508K

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 Waco 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.