Operations Footprint: Optimizing Global Production Networks with Data-Driven Insights

An operations footprint encompasses the entire geographical and structural design of your value chain. It includes not only your manufacturing locations, but also the distribution of products, technologies, and capacity, as well as logistic networks connecting suppliers and customers. 

The right operations footprint strategy provides more than a network of locations. It reveals how product mix, technology, and locations can be aligned for optimal performance.

Manufacturing Footprint Definition & Scope

The (global) manufacturing footprint refers to the geographic layout and capacity distribution of a company’s production facilities. While the operations footprint encompasses the entire value creation network, manufacturing network optimization focuses primarily on factories, roles, capacities, and manufacturing technologies.

Is Capacity in the Wrong Location? Warning Signs of an Inefficient Operations Footprint

An operations footprint often evolves over decades. What seemed efficient at first can subsequently become a rigid, inefficient network, especially if the sites were optimized in isolation. Local silo thinking leads to missed synergies in the overall network and causes delivery capability to suffer under volatile conditions. 

How do you know that your operations footprint is no longer suitable for current market conditions? The warning signs usually become apparent during everyday operations:

Capacity Bottlenecks Across the Production Network and Rising Transportation Costs

While capacity bottlenecks at one site are jeopardizing delivery deadlines, another factory is struggling with costly idle times and low capacity utilization. This is often caused by isolated capacity planning that is not aligned with the global needs in the Production Network. The result is risingtransportation costs caused byunnecessary relocations, additional parts movement, and expedited shipments to compensate for a lack of coordination across the network.

Misallocation and Geopolitical Crises

Today, site selection is closely linked to geopolitics and risk management. A Site relocation should never be decided solely based on current labor cost advantages. Investments must factor in tariffs, trade barriers, and flexibility during times of crisis. 

Otherwise, a “locked-in effect” may occur where one-off investments (CapEx) tie up capital at a single site for years or even decades. If the selected site turns out to be unsuitable, this decision cannot be easily reversed in the short term.

Increasing Performance in the Production Network

Why Footprint Optimization Pays Off

Our goal is to develop your production network from a simple cost factor into a strategic performance driver, which is why we assess every change to the footprint against clear economic criteria (CapEx/OpEx) based on valid data models and robust business cases. 

Our projects often deliver measurable results that demonstrate the business value of network optimization

Increase in capacity utilization from less than 60% to more than 80%

We can identify untapped capacity and eliminate costly idle times and redundant structures by synchronizing your sites.

CapEx reduced by up to 60%

The intelligent utilization of your existing network reduces expansion investments and avoids misallocation.

Optimized inventory management

We synchronize your inventory strategy with the network structure, which reduces working capital as well as storage and transportation costs, while optimized routes ensure delivery capability.

Investment security

Data-driven simulations (DoE) minimize the risk of major investment decisions (CapEx).

Resilience & ESG

We design geopolitically stable production networks (nearshoring/friendshoring) and environmentally sustainable solutions.

Supply Chain Redesign
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Supply Chain Redesign

Uncertain times require resilient supply chains

Learn how companies can increase the resilience of their supply chains and meet future challenges by purposefully redesigning them.

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Network Optimization: How to Identify the Right Site

A future-proof operations footprint is the result of a site strategy based on an economically viable vertical integration concept. We use a target operating model to define how your sites can work together most effectively within the network. The optimal operating point determines the point at which your production footprint achieves maximum efficiency, security of supply, and sustainability.

Here, we closely integrate the site search for individual plants with the make-or-buy analysis and, based on the data available, decide which level of vertical integration creates the highest added value at which location:

  1. Market & Product Strategy: Why Your Sites are Determined by the Product Mix

    Inefficiencies often arise because products are manufactured at sites that no longer have the best equipment from a logistical or technical perspective. By consistently aligning the operations footprint with market logic (i.e. proximity to customer clusters and combining product groups), we can significantly increase capacity utilization as well as reduce transportation costs and lead times. A consistent local-for-local approach ensures that value creation and customer markets are geographically aligned in a meaningful way.

  2. Scenario Planning & Simulation: Evaluating 30+ Scenarios Using Design of Experiments (DoE)

    Static planning fails due to the reality of tariffs, fluctuating energy costs, and unstable supply chains. We use Design of Experiments (DoE) to digitally test the resilience of your network using scenario simulation:

    • Stress Testing: We simultaneously simulate over 30 “what-if” scenarios and evaluate the interplay of different variables (e.g. changing freight costs or trade wars).
    • Development trajectory: You receive a dynamic roadmap and know exactly how your network behaves when the framework conditions change. In this way, we create investment security based on data rather than intuition.
  3. Site Roles & Capability Alignment

    We replace the “everyone does everything” with clearly defined site roles (e.g. lead plant vs. local hub). We use a capability alignment and capacity planning strategy to ensure that technology, competencies, and capacities are appropriate for the role at the relevant plant. In turn, this increases productivity within the network and creates clear responsibilities.

Global Operations Footprint: Resilience Through Nearshoring and a Best-Cost Strategy

Designing a future-proof global operations footprint requires balancing competing priorities. Those who focus exclusively on cost optimization create fragile supply chains that cause costly disruptions when problems occur. On the other hand, those who focus exclusively on maximum security of supply lose out on global price competition. Long-term economic efficiency is only achieved by accurately assessing both site factors.

Our methodology for the footprint strategy is fully scalable. We transfer the data-based precision of our impact analysis to both regional networks in the DACH region and intercontinental production networks. As a result, this provides both medium-sized companies and globally operating corporations with a reliable basis for making site strategy decisions.

Nearshoring vs. Global Sourcing: Securing Investment Through Strategic De-Risking

Today, the choice between regional proximity and global reach is primarily a question of resilience. We assess where onshoring or regional site relocation (nearshoring) makes sense to reduce dependencies:

  • For medium-sized companies: Focus on onshoring within the DACH region or nearshoring in Eastern Europe or North Africa. The objective is to shorten distances, reduce transportation costs, and increase delivery capacity and market proximity within the DACH region.
  • For globally operating corporations: Strategic de-risking through friendshoring. We analyze how you can secure global supply chains at sites in politically stable partner countries in order to minimize cluster risks arising from single sourcing in individual regions, for example.

Assessing Best-Cost Countries Beyond Labor Costs

A site is only “best cost” if its process stability, infrastructure, logistics, and risk exposure are also aligned. We consistently monitor the total cost of ownership (TCO):

  • Regional: We identify sites that have a qualified workforce and good infrastructure to secure your productivity in the wider European area.
  • Global: In best-cost country strategies, we factor in hidden risks such as tariffs, energy costs, and currency fluctuations to avoid the “locked-in effect” of costly misallocations.

LkSG (German Supply Chain Due Diligence Act) & Regulatory Framework: Sustainability in the Supply Chain

Increased regulatory requirements along the supply chain are an additional factor in assessing a site. Proactively aligning your global footprint strategy with sustainability standards improves regulatory security and strengthens your position in the eyes of your financing partners.

  • Circular economy as a strategy: Factories in circular ecosystems (e.g. proximity to recycling partners, closed material cycles) reduce dependence on volatile raw material markets and minimize waste streams.
  • Carbon footprint as a measuring variable: A carbon-efficient network design reduces your Scope 3 emissions (decarbonization) and protects them against rising emission charges.
  • Transparency and sustainability requirements as a touchstone: Sites that guarantee transparency and high environmental standards from the ground up avoid costly, retrospective corrections in your supply chains.

The Future of Network Design

In order to react to increasing market volatility, you need a digital supply chain, where all processes, data, and decision-making structures are synchronized and mapped.

We will transform your static operations footprint into a dynamic, data-driven network with the aim of achieving agility and resilience through real-time transparency.

The Digital Twin: Simulating the Production Network in Real Time

The digital twin is a virtual representation of your entire value chain that enables the simulation of complex “what-if” scenarios. The impact of selecting a specific site can therefore be assessed in advance. Furthermore, the digital twin allows continuous monitoring of the entire supply chain network:

  1. Supply Chain Control Tower

    When linked to real-time data, the twin becomes an early warning system. It detects disruptions at an early stage before they can have an operational impact on the delivery capacity and production.

  2. AI-supported Site Analysis

    We use artificial intelligence to recognize complex data patterns and predictively evaluate the long-term performance of your sites. As a partner in the Catena-X network, we rely on a collaborative data ecosystem that increases transparency across your entire value chain network.

Further Information

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Digital Production & New Technologies

How digital technologies are becoming enablers of transparency, control, and effectiveness.

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Operational Excellence

How strategic goals are transformed into sustainable, high-performance production processes.

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Operations Strategy

How to develop a viable vision for your operations based on your corporate strategy.

Contact us

Alexander Stolz
Alexander Stolz
Partner

FAQ Operations Footprint: Expert Answers to Your Strategic Questions

How does nearshoring differ from classic offshoring in the current site strategy?

While offshoring focuses primarily on minimizing labor costs in distant regions, nearshoring focuses on geographically relocating to nearby countries (e.g. from Germany to Eastern Europe). The decisive advantage lies in shorter delivery routes, lower transportation costs and faster reactions to market changes.

What influence does the German Supply Chain Due Diligence Act (LkSG) have on international site decisions?

The LkSG (and in the future the CSDDD at EU level) makes compliance with human rights and environmental standards mandatory along the entire supply chain. This leads to more stringent requirements for transparency and ESG reporting when searching for a site. Sites in highly regulated or politically stable markets are therefore becoming increasingly attractive, as they minimize the default and liability risk.

When is the right time to redesign the (global) operations footprint?

A network redesign should always be considered when the framework conditions change significantly, i.e. in the event of technological advancements, entry into new markets, unstable supply chains or increasing cost pressure. M&A activities that result in a historically mature but unsynchronized network are also a good reason for a production footprint analysis.

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