How to Start an Organizational Digital Twin Without Vertigo
Why the greatest risk today is no longer starting, but continuing to postpone building the company-as-system
For years, digital transformation has been framed as an extreme choice: either undertake a large structural project — long, complex, and costly — or defer it indefinitely. For many organizations, neither option feels viable.
Large projects cause vertigo. They demand significant investment, deep operational changes, and a level of uncertainty that is hard to justify before a board of directors. But the alternative — doing nothing — is not neutral either. Complexity keeps growing, problems become entrenched, and the gap between strategy and operations widens silently.
At this point, most companies are not questioning whether they need to change, but how to do so without taking on disproportionate risk.
The False Dilemma of Starting "Big"
One of the main obstacles to initiating an Organizational Digital Twin is not technological, but conceptual. There is an assumption that this kind of initiative only makes sense if tackled globally from day one: modeling the entire company, integrating all systems, and redefining all processes.
This assumption is understandable — but wrong.
As explored in previous articles, an Organizational Digital Twin is not a static snapshot of the organization, but a living representation of a complex system. And complex systems are not built all at once: they evolve.
The value does not lie in encompassing everything from the start, but in introducing a coherent logic from which the company begins to behave as an integrated system.
The Limits of Traditional Pilots
At the opposite extreme, many organizations opt for pilot projects: they automate a process, test a technology, or solve a specific case with the intention of “learning before scaling.”
The result is usually limited.
These pilots solve isolated problems, but do not alter the underlying structure. They generate no cross-functional visibility and leave no reusable foundation. Each initiative remains siloed, difficult to connect with the rest of the organization.
The company moves forward, but in a fragmented way. It learns locally, while the system as a whole remains unordered.
The problem is not starting small. The problem is starting without a model that allows for growth.
Starting from a Higher Layer
The inflection point comes when the change is not approached from a tool or a process, but from a higher layer capable of representing how the company actually functions as a system.
An Organizational Digital Twin does not replace applications or redraw processes by decree. It introduces a model that connects processes, rules, decisions, actors, and data under a common logic.
From that point on, any problem that is addressed ceases to be purely local. As it is resolved, it begins to bring order to other parts of the system that were previously disconnected.
This enables something essential: starting with a concrete problem without abandoning a global vision.
From Abstraction to the Tangible
Many organizations know they need to improve their decision-making, gain agility, or reduce operational friction. The problem is that these needs tend to be formulated in abstract terms, difficult to translate into concrete action.
Working from a blank slate generates lengthy debates, misaligned expectations, and slow progress.
When the change takes shape in a real operational structure — even a limited one — something different happens. Priorities become clear, inconsistencies surface, and the dialogue between business and technology becomes more precise.
Not because everything is resolved, but because a shared foundation now exists from which to think and evolve.
Starting the Change as a Strategic Decision
Some organizations are taking a different approach: beginning the construction of their Organizational Digital Twin through initiatives that are deliberately limited in scope and time, but designed from the outset as part of a larger architecture.
This is not about testing technology. It is about introducing the right model with the least possible risk.
The key is not the size of the first step, but the direction it sets.
A Final Reflection for Leadership
For years, the prevailing assumption was that the greatest risk lay in undertaking deep transformations. Today, for many companies, the real risk is different: continuing to accumulate technology without a model to govern it.
Organizational Digital Twins are not a destination reached all at once. They are an infrastructure built step by step, always guided by a coherent logic.
Starting well — even from a single concrete problem — makes the difference between accumulating isolated solutions and building an organization ready to learn, adapt, and evolve faster than its environment.
Fdo.: Raquel Diez
CMO