Towards a Digital Twin Governance Approach

Cover image bt Julia Pierzina, K8, created with Midjourney AI, 2025

In T4R, eight pilots in Belgium, France, Ireland, Luxembourg, and the Netherlands are exploring how the added value of Digital Twins can be integrated into their organisations. Lieven Raes and Veerle Beyaert of Digital Flanders interviewed the cities of Amsterdam, Brussels, Dublin, Rennes, Schuttrange, Utrecht, the municipal partnership Leiedal, and the Flemish Environment Agency (VMM). They discovered significant differences and similarities in their approaches.

How Local Digital Twins are changing the way cities make decisions

Imagine walking through your city. Not just the one you see every day, but a digital version of it. A place where you can watch traffic flows in real time, see how new buildings might change sunlight in your neighbourhood, or even predict how a mobility plan affects air quality next year.

That’s the promise of Local Digital Twins (LDTs), virtual mirrors of our cities that help leaders, planners, and communities make smarter choices. They don’t just display data; they reveal how everything in a city is connected. A new bike lane, for example, might change traffic flow, which might improve air quality, which might even influence energy consumption.

But as exciting as this sounds, building these digital twins isn’t just about innovative tech. It’s also about governance: who needs to be involved when, how will this involvement be structured, what data is needed and available, how it’s used, and how everyone, from decision-makers to citizens, local business actors and organisations, gets a say.


Beyond technology: why governance matters

A digital twin is only as good as the trust behind it. If people don’t feel their data is handled fairly or transparently, the entire system falls apart. That’s why cities exploring LDTs need solid governance frameworks: clear rules, shared responsibilities, and space for open dialogue.

Like the other three Frameworks (Education, Ethics and Technology), Governance around LDTs in T4R was scrutinised using a “four stages” approach, sketching a specific situation influencing the way and level of cooperation:

  • Lab – A safe space to experiment with one particular problem or policy idea.

  • Studio – A more connected space where multiple topics come together.

  • Arena – A structured environment at the organisational level, shaping strategies.

  • Agora – The public square, where the city meets its residents, partners, and external actors.

Each of these spaces adds a layer to how cities make decisions using digital twins. It appears that an LDT governance approach doesn’t follow the four stages rectilinear, but depending on the needs and local situation jump from one stage to another. However, all pilots show that a buy-in at the arena level is crucial to make an LDT sustainable in the organisation. 


T4R Open Digital Twin discussion, highlighting the “(data) governance importance” 

Four ways to run a Digital Twin

Based on the experience of the DUET project, cities can approach LDT governance in different ways, and even shift between them over time:

  1. Government-controlled – The city runs the show, managing and operating the twin.

  2. Citizen-engaging – People outside of city hall get a real voice in how data is used.

  3. Ecosystem-driven – Universities, companies, and other partners help shape the twin.

  4. Ecosystem-controlled – Everyone (citizens, businesses, institutions) shares ownership and responsibility.

Cities can move from one model to another over time. Almost all T4R pilots are still exploring the Digital Twin concept and are mainly government-controlled (internally managed) systems with citizen-engagement initiatives on the radar or already being implemented.  

Real cities, real stories

This isn’t just theory. Across Europe, cities are already proving what’s possible.

In the T4R cities, pilots have shown how LDTs can help manage urban growth and environmental pressures. Other examples of Digital Twins studied outside North-West Europe include Athens, Barcelona, Helsinki, Pilsen, and Rotterdam, which are also experimenting with creative approaches to bring digital twins into everyday decision-making.

Only a few cities, like Rotterdam and Helsinki, are actively moving from government-controlled digital twins towards ecosystem-controlled systems. Rotterdam is focussing on citizen engagement; Helsinki is focussing on an ecosystem of local service providers and tech-companies.

What all these cities have in common isn’t just technology, it’s people. Success comes from transparent processes, collaboration, and making sure digital twins align with existing ICT strategies. Perhaps most importantly, it comes from nurturing a strong data culture, one where information isn’t locked away but shared and understood. Amsterdam and Rennes are two examples of cities investing in their data culture. Amsterdam and Utrecht are investing in a joint Digital Twin visualisation solution as the back-bone of future spatial data integration. 


Utrecht and Amsterdam joint Digital Twin 3D Visualisation cooperation (Gemeente Utrecht)

The Flemish Environmental Agency VVM is actively investing in IoT sensor networks including data collected by citizens by supporting Citizen Science projects and making it part of their data culture and digital twin initiatives. 


The future is built together

The future of local digital twins isn’t about cities becoming “smarter” on their own. It’s about communities, governments, and partners working together to create more transparent, adaptive, and fair urban spaces.

Yes, there will be challenges. Data privacy, ownership, and fairness won’t solve themselves. But with thoughtful governance and shared trust, LDTs can become powerful tools for shaping the cities we want to live in. The real magic happens when the digital and physical worlds come together, not to replace human decision-making, but to make it better informed, more inclusive, and future-ready.

Text: Lieven Raes, Digital Flanders


Building the T4R Training Academy