Planning for Growth in an Era of Constant Change

At MODEX 2026 in Atlanta, Scott Luton sat down with Christian Lieberoth-Leden, Principal and Global Senior Expert, and Florian Salamon, Director of Consulting at 4flow, to unpack a complex warehouse transformation project that highlights the realities of modern supply chain growth. 

The discussion offers a behind-the-scenes look at what it really takes to design, implement, and scale a next-generation operation while keeping business moving uninterrupted.

When Growth Forces Reinvention

The project began with a clear challenge: a rapidly growing customer had outgrown its existing U.S. warehouse network. According to Christian Lieberoth-Leden, the company anticipated “doubling volume” over the next decade while simultaneously managing a major operational shift from B2B to B2C fulfillment. 

The existing facility simply could not support the future business requirements. A new warehouse was inevitable – – but this wasn’t just about adding capacity. It was about rethinking the operation entirely.

At the same time, the stakes were extremely high. The warehouse would become a mission-critical hub for the company’s U.S. business, meaning there was little room for error.

Start with Requirements, Not Tech

One of the most important themes from the conversation is that successful transformation projects begin long before automation decisions are made. Christian emphasizes that companies often rush into evaluating technology before fully defining what they actually need.

“Be really clear about what you need to plan for,” he explains. That means asking difficult questions:

• What will future order profiles look like? 
• How much flexibility is required? 
• How certain are current growth assumptions? 
• How might customer expectations evolve? 

By focusing first on operational requirements and long-term business realities, organizations create a stronger foundation for selecting the right solutions later.

Automation Is About Strategy, Not Just Hardware

Once the operational vision was defined, the team turned its attention to automation strategy. Rather than immediately selecting specific systems, 4flow and the customer first aligned on a broader question: what level of automation made sense for the business?

The options ranged from highly automated environments to more moderate, flexible solutions. Technologies under consideration included shuttle systems, climbing bots, and other emerging automation platforms.

“We always think in lots of scenarios,” Christian notes. 

That scenario-based planning proved critical. Every major option came with sub-scenarios, tradeoffs, and operational implications. The process required balancing investment levels, labor considerations, scalability, and future uncertainty.

Florian Salamon highlights the importance of tailoring solutions to the customer’s exact use case rather than chasing trends.

“Design explicitly for your use case with your data… this is the ideal solution,” he explains. 

The Timeline Problem: When Reality Forces Creativity

As the project progressed, a major complication emerged: the implementation timeline was too aggressive to fully deploy the planned automation before the move-out deadline from the existing facility. Unfortunately, the team had no flexibility on the transition date. Orders still had to ship, customers still had to be served, and the old facility still had to close.

This forced the team to rethink the implementation roadmap entirely.

The solution? A phased operational model that launched initially with a more manual, automation-supported setup before transitioning into a more fully automated environment over the following one to two years.

“It was a big challenge to wrap our head around it, but in the end, we arrived at the best way to tackle the situation,” Christian shares. 

This phased strategy ultimately created a scalable operation that could support more than double the future growth while maintaining the flexibility to shift between B2B and B2C fulfillment demands.

Implementation Is Where Projects Succeed (or Fail)

While warehouse automation often focuses on technology, the conversation makes clear that implementation management is equally important.

Christian points out that large-scale projects involve countless moving parts:

• Infrastructure readiness 
• Permit delays 
• Supplier coordination 
• Layout decisions 
• Resource planning 
• Stakeholder alignment 

“Things will not go as planned,” he says bluntly. 

The key is identifying problems early enough to mitigate them before they derail the project. Florian adds that one of 4flow’s core strengths is maintaining the end-to-end view across all stakeholders and activities, ensuring the operation stays aligned even under pressure.

Keeping Orders Moving While Transforming Operations

Perhaps the most impressive outcome of the project is that the customer successfully transitioned operations without disrupting business continuity.

The old warehouse was exited on time. The new operation launched successfully. Peak season volumes (including Black Friday and Christmas) were handled without major issues.

As Florian notes, “No client ever will say, ‘Okay, we’ll lose five million here in revenue, please take your time.’” 

That reality defines modern supply chain transformation: organizations must evolve while continuing to execute flawlessly every day.

Final Takeaway: Plan Deeply, Build Flexibly

The biggest lesson from this case study is simple but powerful: successful transformation starts with thoughtful planning and operational clarity.

Companies must resist the temptation to jump straight to technology decisions. Instead, they need to:

• Understand future business requirements 
• Challenge assumptions 
• Build flexibility into investments 
• Prepare for uncertainty 
• And maintain rigorous implementation discipline 

As Christian summarizes, organizations must ask themselves: “How sure are you about your assumptions?” 

In today’s supply chain environment, that question may be more important than ever.

Where to Learn More

Connect with Christian Lieberoth-Leden and Florian Salamon on LinkedIn. Check out the latest supply chain innovation from 4flow: the ai-native supply chain and logistics optimization platform called optaire. And to learn more about how 4flow is shaping the future of supply chain, visit their website: https://www.4flow.com/