Fulfillment vs. growth – insights from the abscale podcast

In a recent conversation on the abscale podcast, everstox Co-Founder Johannes Tress describes a situation many eCommerce brands eventually reach - not in the beginning, but when the business starts to truly scale.

At that point, the question is no longer purely operational, but structural:
Is our current fulfillment setup still sufficient - or is it no longer aligned with what the business has become?

In early stages, this question often feels unnecessary. A fulfillment partner handles operations, a central warehouse is enough, and processes run smoothly. As long as orders arrive on time, there is little reason to rethink the setup.

‍

Growth doesn’t just increase volume - it changes requirements

As brands grow, this reality gradually shifts. New markets are added, delivery time becomes more relevant, and customer expectations increase. At the same time, internal complexity rises - not abruptly, but continuously.

As volume grows, there is more movement in the system, a broader product range increases variability, and expanding into new markets adds further operational requirements.

Eventually, the point is reached where the original setup no longer fits the level of complexity it needs to support.

‍

Two dominant models - both with limitations

The fulfillment landscape is largely shaped by two approaches. On one side are traditional logistics providers. On the other, technology-driven solutions.

Both work - but only up to a certain point.

Traditional 3PLs are strong in execution. Processes are established, warehouses operate reliably, and standard operations are handled efficiently. The challenge begins when coordination across multiple dimensions becomes necessary.

As soon as multiple warehouses, markets, or more complex requirements come into play, there is often no unified view of the system. Data is not consistently available, decisions require coordination, and adjustments become increasingly time-consuming.

The system continues to function - but becomes harder to control.

‍

Why technology alone doesn’t solve the problem

Technology-led solutions address exactly this lack of transparency. They structure data, create visibility, and enable automation.

However, one key point becomes clear in the podcast:
Logistics is not purely a digital problem.

It happens physically - in warehouses, in processes, with people. As Johannes Tress puts it, logistics ultimately remains a “people game.”

If technology is not tightly connected to operational execution, a different issue emerges. Transparency exists, but it does not automatically translate into control.

Decisions can be made - but not necessarily implemented fast enough.

‍

The real issue is structural, not technological

Many companies implicitly choose between two extremes: operations or technology.

Both approaches work initially. But as complexity increases, it becomes clear that this separation itself creates limitations.

Typical symptoms include inefficient routing decisions, limited visibility across inventory, and growing coordination effort between systems and partners.

These issues are not caused by isolated mistakes, but by a setup that was never designed as an integrated system.

‍

Why these limitations only appear during growth

A key insight from the podcast is that these structural weaknesses often remain hidden for a long time.

As long as the setup is simple, both models perform adequately. It is only under pressure - during international expansion or peak seasons - that the limitations become visible.

Small inefficiencies begin to accumulate, decisions take longer, and the system reacts more slowly - precisely when speed matters most.

‍

Fulfillment needs to be treated as an integrated system

The core takeaway from the conversation is not technological, but structural.

Fulfillment needs to be understood as a system - not as a combination of separate components.

This means operational execution and technological control must be designed together from the beginning. Data needs to be centralized and reliable, decisions need to be based on a consistent view, and execution needs to be directly connected to that decision layer.

This becomes especially relevant in international setups. A central warehouse can work efficiently for a long time, but eventually reaches its limits. Local fulfillment improves delivery speed and cost efficiency, but also increases complexity.

Without coordination, this added complexity creates new problems.

‍

What this means for scaling brands

For growing eCommerce companies, the perspective shifts.

The question is no longer which fulfillment partner to choose or which tool to implement. The real question is whether the chosen model remains controllable as complexity increases.

Because this is where scaling either becomes stable - or turns into operational risk.

‍

Conclusion

The abscale podcast highlights that most fulfillment setups don’t fail because of isolated issues, but because of their underlying structure.

Traditional models provide operational stability.
Technology-driven approaches create transparency.

The real challenge emerges when both remain disconnected.

As complexity increases, success is no longer defined by individual optimizations - but by the ability to control the system as a whole

If you want to explore this topic further, feel free to listen to the podcast episode with Johannes Tress. [German]