Representative experience

Operating change, shown in context.

Representative work across private equity-backed, multi-site, regulated and process-intensive organizations. Each example connects an operating pressure to the intervention and reported evidence.

Client and engagement profile

Built for consequential operating complexity.

The target profile is an operating organization large enough for fragmented decisions, systems and controls to carry material enterprise value. Revenue is a useful signal, not the qualification test.

Target enterprise scaleMid-market to large enterprise

Fit is determined by operating complexity, value at stake and decision urgency rather than a fixed revenue band.

  • Private equity-backed businessesInvestment-thesis diligence, 100-day mobilization, add-on integration, value-plan governance and exit readiness.
  • Multi-site operationsCommon operating models, selective standardization, scalable controls and repeatable deployment.
  • Global manufacturing and CPGPlanning, supply, production, quality, logistics and enterprise-platform continuity across regions.
More than $200M
Documented client value across defined engagement scopes
Four continents
Client operations supported through on-site and remote delivery
3–36+ months
Focused interventions through multi-year transformations
8+ years
Selected client relationships across sequential mandates

Claim basis: Aggregate value includes finance-validated releases, implemented run-rate improvements and defined recovery outcomes. Value categories remain separately governed in engagement reporting; representative outcomes are not guarantees.

Case framework

Less narrative. More decision evidence.

Operating pressure

The constraint, exposure or value requirement that made intervention necessary.

Intervention

The process, data, architecture and governance changes introduced.

Realization horizon

The period required to implement, stabilize and observe the result.

Evidence

Financial, operational or program measures tied to an identified scope.

Medical devices

Traceability and supply continuity

Controlled records, lot genealogy, constrained planning and service performance across regulated manufacturing networks.

Traceability12–15 months

Lot genealogy across four execution domains

Operating pressure

Lot history was distributed across ERP, MES, warehouse and quality applications, forcing manual reconciliation during investigations.

Intervention

Established a common lot-and-event model, standardized identifiers and connected controlled hold, release and investigation workflows.

<30 minGenealogy-query time
65%Less reconciliation effort
30%Faster investigation cycle

Operational measure: query logs, investigation records and workflow timestamps.

Supply planning12 months

Supply-planning stabilization across multiple sites

Operating pressure

Regional planning systems and spreadsheets generated conflicting demand, inventory and supplier-capacity views.

Intervention

Consolidated demand and supply signals, aligned planning parameters and prioritized exceptions for shortage, excess and supplier risk.

+11 ptsForecast accuracy
18%Less excess inventory
+3 ptsFill-rate improvement

Client-reported: twelve-month comparison across the implemented product scope.

Pharmaceuticals

Planning discipline and cash release

Global planning standardization and inventory intervention without compromising strategic-product availability.

Global S&OP15 months

One planning process across four regions

Operating pressure

Regional teams used different forecast definitions, calendars and escalation practices, delaying reconciliation.

Intervention

Introduced a common planning calendar, demand hierarchy, constrained-supply review and region-to-global decision rules.

+9 ptsForecast accuracy
20%Lower forecast bias
35%Less data preparation

Operational measure: regional planning KPIs after process stabilization.

Working capital10 months

Inventory reduction without strategic-product disruption

Operating pressure

Excess inventory, static lead times and equipment-led batch policies constrained cash while broad cuts increased service risk.

Intervention

Segmented inventory by criticality, identified the governing constraint and aligned release, sequencing and replenishment.

$17.3MWorking capital released
23%Inventory-turn improvement
+1.8 ptsOTIF improvement

Finance validated: benefit bridge reconciled to inventory and financial records.

Chemicals

Integration value and plant performance

Post-acquisition value realization and focused deployment of plant-data capabilities.

M&A integration18 months

Procurement value before full system consolidation

Operating pressure

Three acquired businesses had separate supplier masters, purchasing practices and reporting definitions.

Intervention

Normalized supplier and material data, established a portfolio spend view and separated early value from application convergence.

$8MAnnualized run-rate
9%Selected-spend savings
28%Fewer duplicate suppliers

Implemented run-rate: savings separated from opportunity pipeline and cash realization.

Plant performance15 months

From plant-data backlog to production use cases

Operating pressure

Historian, maintenance, quality and planning data existed, but use cases remained isolated pilots.

Intervention

Prioritized use cases by value and readiness, focusing on constraint visibility, downtime, maintenance and yield loss.

7%Less unplanned downtime
3%Constraint throughput gain
22%Less manual reporting

Scoped operational measure: participating assets and production lines only.

Food and consumer goods

ERP delivery and responsive planning

Multi-site platform deployment and demand planning across seasonal, service-sensitive product portfolios.

Multi-site ERP24 months

Eight-site deployment through controlled waves

Operating pressure

Eight sites, three regions, 47 legacy applications and inconsistent master data made separate implementations too costly.

Intervention

Created a governed core template with explicit local exceptions and reusable integration, migration and cutover capabilities.

8/8Sites deployed
99.1%Inventory accuracy
6 daysFinancial close

Program measure: deployment records, cutover logs and post-go-live KPIs.

Demand planning12 months

Seasonal demand and inventory planning reset

Operating pressure

Spreadsheet forecasts and monthly aggregation delayed response, increasing obsolescence and premium freight.

Intervention

Established a common demand hierarchy, weekly exception cadence, inventory segmentation and constrained scenarios.

+10 ptsForecast accuracy
18%Lower obsolescence
12%Less premium freight

Operational measure: twelve-month comparison across implemented product families.

Industrial manufacturing

Program recovery through operable scope

Recovery of a transformation whose architecture, integration ownership and cutover requirements remained unresolved.

Program recovery12–15 months

Recovery of a transformation without an operable design

Operating pressure

The program had exceeded budget while architecture, integration ownership, acquisition-system consolidation and cutover requirements remained unresolved.

Intervention

Rebaselined delivery around minimum operable capability, named decision owners, reduced unsupported customization and demonstrated complete scenarios every two weeks.

22%Lower cost to complete
25%Shorter remaining timeline
5 monthsFirst operable release

Recovery baseline: measured against the approved recovery plan rather than the original proposal.

Evidence dossiers

The deeper work behind the outcomes.

The earlier Experience page carried useful detail about analytical methods, delivered work and engagement artifacts. Those elements are retained here as focused, expandable dossiers rather than long-form case narratives.

How the work was deliveredTraceability methods, decisions and engagement artifacts

Analytical basis

  • Material and information-flow mapping
  • Record lifecycle and data-lineage analysis
  • System-boundary and authority analysis
  • Failure-mode and effects analysis

Work delivered

  • Defined authoritative material events and state transitions
  • Established integration boundaries across ERP, MES, WMS and quality
  • Connected hold, release, exception and escalation behavior
  • Carried requirements and test evidence through implementation

Engagement artifacts

Traceability boundary mapRecord authority matrixEvent and exception modelValidation trace matrix
How the work was deliveredWave design, readiness decisions and reusable deployment assets

Analytical basis

  • Site-readiness and variation analysis
  • Business-capability and application mapping
  • Data migration risk segmentation
  • End-to-end cutover scenario design

Work delivered

  • Established a governed core with explicit local exceptions
  • Sequenced sites by operational readiness and dependency
  • Reused integration, migration and cutover capabilities
  • Connected stabilization measures to wave release decisions

Engagement artifacts

Core-versus-local matrixWave readiness scorecardCutover command modelStabilization cockpit
How the work was deliveredConstraint analysis, policy decisions and finance evidence

Analytical basis

  • Constraint and throughput analysis
  • Inventory criticality and variability segmentation
  • Lead-time and batch-policy examination
  • Finance-aligned benefit bridge design

Work delivered

  • Separated strategic protection from undifferentiated inventory reduction
  • Aligned release and replenishment to actual consumption
  • Connected the governing production constraint to policy decisions
  • Established finance-owned realization evidence

Engagement artifacts

Constraint economic modelInventory segmentationPolicy decision logRealization bridge
How the work was deliveredRecovery analysis, decision ownership and release evidence

Analytical basis

  • End-to-end scenario and dependency analysis
  • Architecture decision and ownership review
  • Cost-to-complete and schedule exposure assessment
  • Cutover and operating-readiness examination

Work delivered

  • Defined the minimum operable release around complete business scenarios
  • Named decision owners across process, data and integration boundaries
  • Reduced unsupported customization and unresolved handoffs
  • Introduced fortnightly evidence reviews tied to release decisions

Engagement artifacts

Recovery baselineDecision-rights mapScenario backlogRelease evidence board

Cross-case value

What repeatedly changed the trajectory.

Not a universal recipe—recurring moves that made complex programs more operable.

Decision ownership before automation

Thresholds, authority and escalation paths were defined before workflow automation.

Minimum necessary data

Priority identifiers and events were standardized before pursuing enterprise-wide data perfection.

Progressive system convergence

Shared visibility and selected processes produced value before complete application consolidation.

Benefits separated by maturity

Opportunity, implemented run-rate, realized benefit and operational improvement remained distinct.

The useful question is not whether the case looks familiar. It is what the evidence says about your constraint.

The Operating Value Diagnostic establishes the pressure, economic exposure, operating architecture and first value cycle.

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