Manufacturing & Operations Consulting

Turning operational complexity into measurable growth

20+ years advising PE-backed manufacturers, F500 industrials, and global supply chains — from strategy through execution. Based in New York.

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Manufacturing operations
30%
Revenue uplift for PE-owned $2.4B industrial manufacturer
$8M
Working capital improvement for automotive supplier
$80M+
Projected savings from global footprint consolidation
20+
Years across manufacturing, operations & strategy

What We Do

End-to-end manufacturing expertise,
from strategy to execution

We look across the entire manufacturing value chain — strategy, sales, engineering, operations, and aftermarket — to identify and capture measurable value.

Operations & Supply Chain Improvement

S&OP assessments, inventory strategy, procurement optimization, and KPI development across multi-site manufacturing operations. We diagnose root causes and build the roadmap to fix them.

→ $8M working capital improvement · $2.5M direct material savings

PE Portfolio & Growth Strategy

Pre-deal due diligence and post-acquisition value creation for PE-backed manufacturers. Aftermarket strategy, growth initiative development, and EBITDA improvement roadmaps.

→ 30% revenue uplift for $2.4B PE-owned industrial company

Manufacturing Footprint & Cost Optimization

Multi-plant consolidation analysis, direct cost benchmarking, and scenario modeling across geographies. We build the financial case management needs to make confident decisions.

→ $80M+ projected savings across 10+ plants in 5 countries

Digital Transformation & ERP/CRM

ERP (SAP, Oracle) and CRM (Salesforce Manufacturing Cloud) strategy, implementation oversight, and adoption programs. We bridge the gap between business operations and technology delivery.

→ $40M ROI roadmap · 2,000+ users impacted

Product Lifecycle & NPI Management

PLM process assessment, SKU rationalization, multi-generation product planning, and NPI acceleration. From engineering to market — faster, with less working capital tied up in the wrong inventory.

→ 50% lead-time reduction plan · 25–40% lead-time improvement

Go-To-Market & Aftermarket Strategy

B2B GTM strategy, aftermarket business development, channel strategy, and sales operations improvement. We build the frameworks and then work alongside your team to execute them.

→ 150% sales goal attainment · $1M+ services deal at North America OEM

Selected Work

Results from the field

A sample of engagements across PE-backed industrials, automotive, and aerospace & defense — all grounded in hands-on execution, not just recommendations.

Operations · Private Equity

Aftermarket Growth Strategy & KPI Dashboard — PE-Owned Industrial Manufacturer

$2.4B Revenue7 Global BUsPE-Backed

Developed and implemented a growth strategy for the aftermarket business of a PE-owned industrial pump manufacturer. Used DMAIC methodology to define KPIs, extract SAP data, and build an operational dashboard. Led client workshops for enablement, training, and change management.

30% revenue uplift targeted over 5 years · 30% improvement in spare parts fill rates · $2M+ working capital reduction

Supply Chain · Automotive

S&OP Assessment & Working Capital Improvement — Tier-1 Automotive Supplier

Tier-1 SupplierUS & MexicoOEM Launch

Assessed Sales & Operations Planning across two factories to diagnose chronic fulfillment failures threatening an OEM truck launch. Delivered a stabilize-optimize-sustain roadmap after factory walkthroughs, ERP analysis, and stakeholder interviews.

$8M one-time working capital improvement · $5M operating cost reduction opportunity identified

Procurement · Aerospace & Defense

Strategic Sourcing & Due Diligence — Aerospace MRO Provider

$350M RevenueMRO OperationsPE Due Diligence

Conducted pre-deal operational due diligence for an aerospace MRO provider. Assessed strategic sourcing practices across six commodity groups and delivered findings to the PE deal team with implementation roadmap.

$2.5M direct material savings identified across six commodity groups

About

John Chou
Principal, MFG360 Ops

MFG360 Ops is the consulting practice of John Chou, an independent manufacturing and operations consultant with over 20 years of hands-on experience across the full manufacturing value chain — from engineering and NPI through supply chain, operations, and go-to-market strategy.

John has advised PE-backed industrials, F500 manufacturers, and global supply chains as both an operator and consultant. His career spans roles at PricewaterhouseCoopers (PRTM Management Consultants), Salesforce, EPAM Systems, Tech Mahindra, and Leonardo DRS — as well as independent engagements across automotive, aerospace & defense, HVAC, consumer electronics, and industrial equipment sectors.

He is fluent in Mandarin and Taiwanese, holds patents in electrical product design, and has published research on defense supply chain risk management. He is a registered Salesforce AppExchange ISV Partner.

Career Highlights

PricewaterhouseCoopers (PRTM)Senior Associate — Growth strategy and operations improvement for PE and corporate clients in industrial manufacturing, automotive, and A&D
SalesforceBusiness Strategy Senior Manager — Manufacturing and automotive industry SME for CRM professional services sales and delivery
Tech MahindraConsulting Partner — Onsite Program Manager for $17B HVAC company PLM/CAD migration (~20 FTE team)
Leonardo DRSSenior Manager, Business Development — Product line management and $15M R&D portfolio across defense and commercial verticals
Industries ServedManufacturing · Automotive · Aerospace & Defense · HVAC & Industrial Equipment · Consumer Electronics · Connectivity Solutions

Get In Touch

Let's discuss your engagement

Available for project-based consulting engagements, PE portfolio work, and interim operations roles. Remote, hybrid, and on-site — no preference.

Location

New York, NY

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