01 · The Full Case Study · Proof of Impact · Exegens®
When Volume Surges by 33%,
Profit Is Not Found —
It Is Architecturally Governed.
CompanyAA-Plant · Automotive Components
ScenarioSales Increase · +33% Volume
Annual KAIZENshiro$7,500,000 · Achieved
Projects3 Featured + 14 Total
CapexZero for 3 featured projects
Automotive & Assembly Takt Profit · $40.25 / 27 sec KAIZENshiro $7.5M Synchronous Profitable Operations MCPD · SBTP Sales Increase Scenario
$7,500,000Annual KAIZENshiro · Achieved
600 → 800Parts per Shift · Zero Capex
68% → 75%OEE · Assembly Line
6%Annual Unit Cost Reduction
Stage IContinuous Measurement & Interpretation
Stage IIAnnual Development
Stage IIIImplementation & Management
The Executive Problem

The plant manager from AA-Plant faced a structurally complex demand: increase output from 600 to 800 parts per shift — a 33% volume increase — by May of the fiscal year, without capital expenditure. The assembly line ran at OEE 68% against a required 75%. Takt time needed to decrease from 33 to 27 seconds. Simultaneously, the group demanded a 6% annual reduction in unit cost for 3–5 consecutive years. Raw material and utility costs were rising. Orders arrived in small, fluctuating batches.

This was not a productivity problem. It was a profit architecture problem. The assembly line was both the capacity bottleneck and the profit bottleneck — generating critical cost of losses and waste (CCLW) across the entire flow. Strategic Kaizen was deployed not to respond to financial results, but to design the future profit state before it became visible in the financial statements.

The income statement reveals yesterday. KAIZENshiro governs tomorrow. Strategic Kaizen does not respond to financial results — it architects them before they occur.

Company Profile — AA-Plant

AA-Plant manufactures automotive components in a repeated-lot regime across four production modules. One product family. The assembly line is both the capacity and profit bottleneck. The company operated under Manufacturing Cost Policy Deployment (MCPD) and Speed-Based Target Profit (SBTP). Group vision: top 10 globally in five years. Five strategic drivers: synchronised and flexible production, product quality, cost reduction, systematic profitable improvement, and people development.

Stage I — Continuous Measurement & Interpretation
Quantifying the Profit Architecture

Transformation cost represented 22% of total manufacturing cost; material cost, 78%. Previous-year manufacturing cost: $93,575,952. Target for the next fiscal year: $122,640,000. Takt profit for the previous year: $37.8/33 seconds at OEE 68%. Target takt profit: $40.25/27 seconds at OEE 75%, satisfying SBTP of $89.4/minute. Available production time increased from 357,408 to 393,200 minutes. The annual KAIZENshiro of $7,500,000 simultaneously satisfies: (1) profit target of $35,259,000; (2) 6% unit cost reduction; and (3) price reduction from $360 to $350 per unit requested by the group.

Annual Financial and Operational Reconciliation — KAIZENshiro Budget AA-PLANT · AUTOMOTIVE COMPONENTS · SALES INCREASE +33% SCENARIO FINANCIAL TARGETS TAKT PROFIT ARCHITECTURE KAIZENshiro DEPLOYMENT (a) Previous year sales$233,939,880 (b) Target volume876,000 parts (c) Target sales level$306,600,000 (d) Target mfg. cost$122,640,000 (e) Identified CLW$47,829,600 (h) Feasible CCLW$32,524,128 (l) Annual KAIZENshiro$7,500,000 (m) Annual Profit Target$35,259,000 (p) Avail. production time393,200 min (q) SBTP target$89.4 / min (r) Previous Takt Profit$37.8 / 33 sec (s) Target Takt Time27 seconds (t) Target Takt Profit$40.25 / 27 sec (u) Output per shift800 parts Previous OEE68% Target OEE75% Unit cost reduction / year6% Project 1 · Assembly Line Sync 32% · $2.4M Project 2 · Semi-finished Sync 17% · $1.275M Project 3 · Mech. Processing 9.5% · $712K Other 14 projects 41% · $3.1M Total Annual KAIZENshiro $7,500,000 STRATEGIC KAIZEN PARADIGM · SYNCHRONOUS PROFITABLE OPERATIONS · AA-PLANT
Figure 7.1 — Annual Financial and Operational Reconciliation, AA-Plant

KAIZENshiro of $7,500,000 simultaneously satisfies profit, cost, and price obligations. Source: Alin Posteucă, MCPD: Profitability Scenarios, Routledge, New York, 2019, pp. 217–238.

Stage II — Annual Development

The $7,500,000 KAIZENshiro was deployed across 17 Strategic Kaizen projects through financial and operational catchball. Ten projects addressed KAIZENshiro directly. Four addressed operational constraints. Three served as reserve. The cardinal principle: economic relevance precedes operational preference.

Stage III — Implementation & Management

Three projects contributed 60.5% of the annual KAIZENshiro. Each followed four phases: Theme → Plan → Analysis & Action → Results. All takt profit and takt time targets were simultaneously met. Zero capital expenditure across all three.

Strategic Kaizen Project 1 · Sixth ProcessSynchronisation of the Assembly Line
to the Takt Time
$2,400,000KAIZENshiro · 32%

Theme: Reduce cycle time across all 12 workstations of the DGF assembly line from 33 to 27 seconds. Five operations exceeded the target. The assembly line was declared the Must Win Strategic Kaizen zone. Team: 7 members. Duration: 10 weeks.

Analysis & Action: Video analysis of five exceeding operations revealed recoverable Auxiliary Function (AF) seconds: line loading (9s), manual assembly positioning (5s), cable fixing redistributable to next station (3s), test equipment reset geometry (3s), conveyor chain speed (4s). ECRS-AD analysis confirmed: no automation, no investment. Work method redesign through MDC was sufficient for all five operations.

CYCLE TIME BY WORKSTATION — DGF Assembly Line (seconds) 0102030 27s 33s Op.133s Op.224s Op.322s Op.425s Op.521s Op.626s Op.723s Op.828.7s Op.929.6s Op.1024s Op.1131.3s Op.1230.3s 5 operations above target (AF time eliminated) Within takt time target
Figure 7.3 — Cycle Times at the DGF Assembly Line (12 workstations)

Five operations exceeded the 27-second takt time target. Rust zones represent AF seconds recoverable through ECRS-AD without investment. Source: Alin Posteucă, MCPD: Profitability Scenarios, Routledge, 2019, pp. 217–238.

27 secTakt time achieved
214 pcsWIP reduction in 24h
10 wksCompleted on schedule
Strategic Kaizen Project 2 · Sixth ProcessSynchronisation of Semi-finished Products
with the Assembly Line
$1,275,000KAIZENshiro · 17%

Theme: Eliminate the second most frequent cause of assembly line stoppage: desynchronisation between the “S” painting equipment and the assembly line. Over six months: 74 incidents, 2,830 minutes of line stoppage due to missing painted parts. Investment: $4,350.

Solutions: Real-time tracking of painted parts stock with hourly order control and full scrap/rework traceability. Standardised vertical storage with visual control. Full redesign of production planning and distribution — synchronised to the 27-second takt time from Project 1. The desynchronisation eliminated structurally.

2,830 → 160Stoppage minutes / 6 months
5,933 pcsWIP inventory reduction
$4,350Total investment
Strategic Kaizen Project 3 · Sixth ProcessIncreasing Productivity at Mechanical
Processing Equipment “M”
$712,500KAIZENshiro · 9.5%

Theme: Reach 27-second cycle time across all 7 operations of “M” stamping/bending equipment feeding the assembly line. Two operations exceeded target: Op.1 (34.9s) and Op.6 (34.2s). Total recoverable time: 24.4 seconds. Team: 9 members. 8 weeks (completed in 6).

Analysis & Action: Op.1: two unnecessary movements, unnecessary sheet overturning. Op.6: extended feed times, excess bending durations, inefficient discharge. Solutions: new packaging standard with supplier, increased feeding speed, reduced operator distances, reduced profiler descent. Zero investment. Both operations reached 25 seconds — exceeding target.

KAIZENshiro CONTRIBUTION — 3 Featured Projects · AA-Plant Project 1 · Assembly Line Synchronisation to Takt Time 32% · $2,400,000 Project 2 · Semi-finished Products Synchronisation 17% · $1,275,000 Project 3 · Mechanical Processing Equipment “M” 9.5% · $712,500 3 Projects: 60.5% · $4,387,500
Figure 7.7 — KAIZENshiro Contribution of the 3 Featured Projects

Three projects. 60.5% of annual KAIZENshiro. Zero capital expenditure. Source: Alin Posteucă, MCPD: Profitability Scenarios, Routledge, 2019, pp. 217–238.

25 secBoth operations (target: 27)
6 wksCompleted (target: 8)
$0Capital expenditure
Follow-up — The Governance That Makes Results Permanent

Visual management was implemented at all levels: panels showing vision and strategic objectives, balanced scorecards by level, CLW and CCLW evolution, KAIZENshiro stratification over three years, takt profit and takt time projections for the next five years. A Strategic Kaizen project is complete when the effects of implemented solutions are visible and repeatable over time. Repeatability is the proof of architecture, not of effort.

Source: Alin Posteucă, Manufacturing Cost Policy Deployment (MCPD): Profitability Scenarios, Routledge, New York, 2019, pp. 217–238. Dr. Alin Posteucă is the originator of the Strategic Kaizen Paradigm and the MCPD/SBTP management systems.

Strategic Kaizen does not chase profit.
It architects the conditions under which profit becomes structurally inevitable
measured in takt profit, governed by KAIZENshiro,
and confirmed in every second of production.

Dr. Alin Posteucă · Author of Strategic Kaizen Paradigm

What cannot be governed financially cannot be improved operationally. What cannot be improved operationally cannot survive competitively. KAIZENshiro is the bridge — built annually, before the crisis demands it.

This book is a must-read for all executives who need a strategic system for creating profitable organisations. Unlike many books, it builds on theoretical foundations to offer practical recommendations that go beyond Strategic Kaizen.

Nada R. Sanders, Ph.D.
Distinguished Professor of Supply Chain Management · Northeastern University
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