S · Q · C · D · P SAFETY · QUALITY · COST · DELIVERY · PEOPLE
MPS · Miller Production System
Roberto Miller
Production System
Large-Scale Manufacturing · Multi-Site Operations · Lean Six Sigma · MPS
🏗 MPS Architecture
⚙️ System Components
THE MILLER PRODUCTION SYSTEM MPS  ·  Operations Excellence Framework
Mission Operational excellence at scale
Vision Scaleable systems that run without dependency
Tenets Governance framework for daily operations
Leadership Principles Behavioral standards for every level
Pillar 01
Lean · Six Sigma
Standard WorkBest method at every station; baseline against which deviation is measured
5S / Visual FactoryStable visual environment before improvement begins. Abnormal conditions immediately obvious.
VSM ActivityMaps full value flow — identifies waste, constraints, and highest-leverage priorities
KaizenRapid improvement events at all levels — operators own the solutions
DMAIC FrameworkStructured Six Sigma methodology — Define, Measure, Analyze, Improve, Control
Control PlansLock in gains; prevent regression. Quality compliance at station level.
Problem Solving CultureEvery level owns resolution — not just escalation. Builds lasting operational capability.
Pillar 02
Metric Management
3-Tiered Metric SystemTier 1 (executive) · Tier 2 (site) · Tier 3 (floor) — every metric has a named owner
Leading & Lagging IndicatorsLagging reveals what happened. Leading controls what will happen — shifts culture from reactive to predictive.
Metric Visibility at All LevelsEvery level sees the same truth at the same time — builds trust and shared urgency
Bridge AccountabilityEvery miss triggers a bridge: what happened, root cause, corrective action, resolution date
Metric-Driven CultureMetrics are the language of the operation. Shared scoreboard makes alignment self-sustaining.
Pillar 03
Management Cadence
SOSStart of ShiftData-focused launch: targets, readiness, known constraints
HxHHour-by-Hour ChartsReal-time actual vs. plan — winning or losing without asking anyone
GEMBAGemba WalksLeaders observe firsthand — bridges metric data and floor reality
EOSEnd of ShiftWriting-focused close: results, deviations, carryover actions
WBRWeekly Business ReviewMetric Page-0 with bridges for every deviation
MBRMonthly Business ReviewNarrative Page-0 — story behind the numbers. 2×2s for focused resolution.
QBRQuarterly Business ReviewFull state-of-business — plan vs. actual, gap analysis, strategic adjustments
Pillar 04
High Performing Teams
Clarity on Goals & TargetsEvery leader understands what winning looks like — shared targets, no ambiguity
Escalation MatrixTier 1 → Tier 2 → Tier 3. Time-bound triggers — issues reach the right level immediately
Accountability to OutcomesNamed owners, metric system, bridge requirements — accountability becomes structural
RecognitionStructured and timely — tied to results and behaviors aligned with Leadership Principles
Structured Leader Development PlansRole readiness, succession, business continuity — no single point of failure
SQCDP Metrics
Safety · Quality · Cost
Delivery · People
Leading + Lagging at every tier
People System
Talent Acquisition & Onboarding
Performance Mgmt · 1:1s
Engagement · Development
Strategy & Planning
OP1 · Gap Analysis
Leadership Alignment Flow
OP2 · Kingpin Goals
Escalation & Governance
Escalation matrix
Tier ownership model
Tenets + Leadership Principles
SAFETY CULTURE · STANDARD WORK · DAILY ACCOUNTABILITY · VISUAL MANAGEMENT · PROCESS DISCIPLINE
System Components — Detail
Production System Architecture
Visual Management System
Floor-Level Signal System — translates metric data into physical signals the workforce acts on in real time; the management system's reach without a leader present.
Andon / Problem Escalation — operators surface problems in real time, enabling immediate containment before the shift ends.
Production Status Boards — SOS targets, HxH actuals, and EOS results visible at every line. Winning or losing is evident within 30 seconds of entering the floor.
5S Workplace Organization — visual standard for the physical environment; abnormal conditions are immediately obvious against a defined standard.
Dashboard Hierarchy — floor visuals connect upward to site scorecards and the WBR/MBR/QBR cadence; one visual language from station to executive.
Annual Operating Plan
Strategy & Planning
Operations Planning 1 (OP1) — top-down / bottom-up process that sets strategic themes and priorities for the upcoming cycle; the directional input to OP2.
Gap Analysis — quantifies the delta between current performance and the OP1 target condition; drives project prioritization and resource allocation.
Leadership Alignment Flow — strategy cascades through every tier; every leader connects their work directly to OP1 enterprise goals.
Operations Planning 2 (OP2) — anchored to OP1 alignment; defines metric targets, productivity commitments, and improvement initiatives for the year. Direct input to Kingpin Goal development.
Kingpin Goals — high-impact goals emerging from OP2, each scoped with investment, entitlements, and success criteria. Monthly reviews close the loop between annual planning and in-year execution.
Organizational Health
People System
Talent Acquisition & Onboarding — hiring the right profiles against defined role requirements; structured onboarding that accelerates time-to-productivity and reduces early attrition
Performance Management — structured expectation-setting, regular reviews, and consistent consequence management; gives the development and accountability systems the teeth they require to function
1:1s — Reports & Skip Levels — structured and consistent; surfaces issues before they escalate
Engagement Plans — tailored by population: directs, indirects, and hourly
Development Pipeline — investment in internal promotion; leaders built from within the workforce
Escalation & Governance
Operating Framework
Escalation & Governance

A well-governed operation does not leave culture to chance. When leaders at every level consistently operate within a defined framework — applying the same standards, behaviors, and expectations across every shift and every site — the cumulative effect is a predictable, high-trust culture. The governance framework is the mechanism by which desired cultural outcomes become operational reality.

Escalation MatrixThe structured pathway through which problems, decisions, and unresolved issues flow — Tier 1 (floor) → Tier 2 (supervisor) → Tier 3 (management). No issue is absorbed silently; every problem reaches the appropriate authority level within a defined timeframe.
Tier Ownership ModelEvery metric, process, and operational outcome has a named owner at every tier. Ownership is assigned, documented, and visible — not implied. Where ownership is unambiguous, accountability follows without prompting.
TenetsThe operational constitution of the organization — the non-negotiable principles that govern how the operation runs regardless of production pressure or personnel. Tenets define the rules of engagement that hold the operating framework together under stress.
Leadership PrinciplesThe behavioral standards that define how leaders think, decide, and act at every level. LPs are not values on a wall — they are the criteria by which leaders are evaluated, developed, and held accountable. Consistent application is what transforms them from aspiration to operating norm.
Governance Through CadenceThe management cadence — WBR, MBR, QBR — is not only a performance review mechanism; it is a governance instrument. Each review is an opportunity to assess whether results were achieved within the operating framework, reinforcing that how we operate matters as much as what we produce.
Standard Work as GovernanceStandard work is not only a CI tool — it is a governance mechanism. Documented, audited, and consistently followed, it enforces process discipline across every shift and every operator. Deviation from standard work is not a quality event; it is a governance failure that requires immediate correction.