Why modularity is a strategic imperative 

As management teams, we concluded that this new reality requires us to become much more familiar with the platforms, tools and technologies that are shaping it. Not because leaders need to become engineers, but because the decisions surrounding AI are increasingly strategic.

During the Immersion Day, it also became clear that deploying AI across an organization involves far more than selecting a model or adopting a tool.

Leaders increasingly need to make deliberate choices about how AI is integrated into the organization. Questions around platform strategy, governance, intellectual property, customer environments, token consumption, cost management and the boundaries of autonomous decision-making are becoming everyday business decisions.

These topics no longer sit exclusively within technology teams. They increasingly shape product strategy, customer trust, risk management and ultimately our competitive position.

In many ways, this is where the next phase of AI adoption begins: not with experimentation, but with building the structures, controls and capabilities that allow organizations to scale AI responsibly and sustainably.

This is particularly relevant for organizations like Topicus. We build software in industries (vertical markets) where trust matters deeply. Our customers operate in environments shaped by regulations, complex processes and high expectations. Over many years, we have built a set of strengths that I believe become even more valuable in an AI-driven world.

At Topicus, these strengths form the foundation of how we create value. Over many years, we have built deep domain expertise in the vertical markets we serve, reliable software that supports critical processes every day, close relationships with our customers and extensive implementation and operational experience. Together, these capabilities allow us to understand not only how technology should work, but also how it is used in practice and how it creates value for customers.

As AI moves from experimentation into production environments, these strengths become increasingly important. Our customers need partners who understand not only the technology, but also the operational, regulatory and organizational realities surrounding it.

The value we create has never come from technology alone. It comes from the combination of those strengths. Rather than diminishing these advantages, AI puts an even greater premium on them.

Organizations operating in critical domains will continue to demand solutions that are secure, compliant, reliable and explainable. They will continue to expect partners who understand their challenges, their regulations and the consequences of getting things wrong.

That is why I do not believe AI diminishes the importance of developers, architects, product managers and domain experts.

Their role will undoubtedly evolve. Less time may be spent writing boilerplate code. More time may be spent orchestrating systems, validating outputs, designing architectures, implementing guardrails, governing AI usage and solving increasingly complex business problems.

But those responsibilities are not becoming less important. They are becoming more important.

Perhaps that was the most significant lesson from our Vertical AI Immersion Day. The future is not about choosing between people and AI. It is about combining the strengths of both.

Akkuro-Vertical-AI-project-in-article

AI will continue to accelerate development and unlock new possibilities.

The organizations that create the most value will still be those that successfully combine technology with expertise, judgment, trust and a deep understanding of their customers.

What gives me confidence is that I already see this shift happening across Topicus. I see teams experimenting and shipping products responsibly. I see people learning new skills. I see discussions emerging around governance, intellectual property, more customer value and new product opportunities. Most importantly, I see colleagues approaching these developments not with fear, but with curiosity and ambition.

And if that's any indication of what lies ahead, I believe our greatest opportunities are still ahead of us.