Schneider Electric has partnered with GreenScale to develop a reference architecture for AI-ready data centres across GreenScale campuses in Europe.

The project focuses on the design and operation of new sites for AI and cloud workloads.

The agreement combines Schneider Electric’s Secure Power and Services divisions with GreenScale’s experience in data centre operations, software and digital twin systems. Together, they aim to produce a design blueprint to shape how GreenScale’s European facilities are built, monitored and maintained.

At the core of the plan is greater use of automation and predictive maintenance from the outset of each site. This approach is intended to reduce total cost of ownership by cutting unnecessary maintenance, improving asset use and lowering lifetime operating costs.

The architecture also includes predictive analytics and condition-based maintenance to improve operational visibility and reduce risk. These measures will be built into sites from the start rather than added after construction.

Design approach

GreenScale is developing data centres in power-rich markets with access to renewable energy, with a stated focus on sustainability, community impact and regional investment. The partnership aims to create a standard design that can be used across those campuses.

The design is also expected to include digital twin integration, remote monitoring and control systems, and a unified instrumentation stack linking physical infrastructure with digital systems. According to the companies, this setup is intended to support high-density AI clusters and cloud computing workloads while maintaining reliable performance.

For operators of large facilities, maintenance planning has become a growing challenge as AI-related demand increases equipment density and puts more strain on cooling and power systems. Condition-based maintenance is meant to shift work away from fixed service intervals toward intervention based on operating data and equipment condition.

That could help on-site teams focus on targeted maintenance and reduce the risk of human error. The companies also pointed to potential benefits for supply chain planning, especially in remote or emerging regions where replacement parts and specialist support may take longer to reach sites.

European demand

The partnership comes as data centre developers across Europe respond to rising demand for AI, cloud and high-performance computing infrastructure. Operators are under pressure to bring new capacity online quickly while keeping energy use, uptime and operating costs under control.

GreenScale is positioning its campuses in markets where power availability and renewable energy potential are stronger than in more congested hubs. That matters because many established European data centre markets face grid constraints, planning limits and longer development timelines.

By setting out a repeatable design model, the companies are seeking to make deployment more predictable from site to site. Schneider Electric said the use of sensors, monitoring tools and remote tracking should give operators a clearer view of site performance from the first day of operation.

The collaboration also reflects a broader shift in the data centre sector toward closer integration of software oversight with physical infrastructure. Rather than treating power, cooling, maintenance and control systems as separate layers, operators are increasingly trying to connect them in a single operating model.

That is particularly relevant for AI-oriented facilities, where higher rack densities can create more complex operating conditions than traditional enterprise or colocation data centres. More intensive workloads can place added demands on both electrical equipment and cooling systems, making early fault detection and continuous monitoring more important.

Dan Thomas, Chief Executive Officer, GreenScale, said the partnership reflects that shift in demand. “As demand for AI, Cloud and HPC accelerates in Europe, data center operators must rethink how facilities are designed and managed,” said Thomas. “Our work with Schneider Electric demonstrates how advanced data center architectures and digital innovation can unlock new levels of automation, efficiency and resilience, and will set a new standard for intelligent design to benefit our customers.”

Thierry Chamayou, Vice President Cloud and Service Providers, Europe, Schneider Electric, said the work would combine expertise from across the company’s data centre business. “GreenScale’s vision for its European data centers represents a new era in advanced design, where automation, efficiency, and real-time visibility are embedded from day one,” said Chamayou. “By combining expertise from our Secure Power and Services divisions, we are helping to create a resilient, AI-ready infrastructure platform that will operate efficiently even in the most demanding environments.”