Data Center Reference Designs Are Shifting from Static Blueprints to Living Platforms

In March 2026, partnerships between Schneider Electric and NVIDIA, as well as Procore and NVIDIA, highlight a shift in how data centers are designed and deployed.

Given the support of AVEVA software through NVIDIA Omniverse, the partnership between Schneider Electric and NVIDIA enables the validation of complex systems under various conditions, resulting in precise design parameters that optimize performance. By simulating thermal loads, power requirements, and spatial constraints before construction, this approach ensures system interoperability.

The construction management software vendor Procore’s partnership with NVIDIA’s leverages digital twins to enable simulation-driven design and construction workflows, reducing rework and improving accuracy during on-site execution. This collaboration integrates Procore’s digital thread with the NVIDIA Omniverse DSX Blueprint.

These two initiatives combine validated reference designs with digital twins to streamline the construction of data centers in the face of supply chain uncertainties, grid capacity constraints, and regulatory barriers. The goal is to move beyond fragmented workflows by integrating design, simulation, construction, and operations under a unified view where designs can adapt and evolve, accelerating construction times amid uncertainty (see ABI Research’s Data Center Reference Designs Are Accelerating Global Deployment Timelines report (AN-6504)).

These advances in reference design offerings are critical as data center demand outpaces the capabilities of current delivery models. Technology plays a central role by enabling real-time simulation, collaboration, and lifecycle visibility across all stakeholders involved in both data center deployment and continued facility management.

Reference designs create a clear path to deployment by aligning previously siloed solutions and integration processes into a unified framework. By combining digital twins, Building Information Modeling (BIM), and real-time collaboration platforms, reference designs are moving from static documents into dynamic, continuously updated digital systems. In doing so, these solutions create a digital thread that connects design, execution, operations, and performance. Suppliers such as Schneider Electric and Vertiv bring expertise across power, cooling, and digital twins, while NVIDIA anchors the ecosystem with Artificial Intelligence (AI) infrastructure standards. Meanwhile, platforms like Procore enable coordination across construction and data center delivery.

For data center operators, this reduces risk, shortens deployment timelines, and verifies construction and operational outcomes as data centers grow more complex and demanding at scale. Importantly, these dynamic reference designs introduce feedback loops where operational data informs future designs and makes improvements that continuously evolve. This change to data center construction timelines shifts deployment from delayed one-time project deliveries toward an adaptable, system-level approach to infrastructure construction and operation.

For technology vendors, the emergence of living reference designs signals a shift in how value from data center delivery is created and captured. Static standalone products and system-specific designs in isolation are insufficient in an environment that is continuously defined by integrated digital ecosystems.

• Products need to be designed to accommodate a straightforward integration into digital twins, with simulation-ready models, accessible Application Programming Interfaces (APIs), and significant performance data.
• Proven system compatibility, rather than isolated component performance will inform buying decisions, particularly within ecosystems forming around players like NVIDIA. The landscape is shifting from product differentiation toward solution integration into pre-validated designs.

• Vendors must ensure that their technologies remain visible from the initial design stage through construction and into operations, supported by real-time data. In doing so, operational insights continue to inform and improve future designs. This accelerates innovation cycles.
• Collaboration between stakeholders across previously siloed domains such as Information Technology (IT), Operational Technology (OT), and construction partners is essential as data center infrastructure deployment grows more interconnected.

Reference designs are continuously evolving into reusable dynamic and adaptable blueprints that can be redeployed across new projects to accommodate increasingly fast innovation cycles. This creates new opportunities for continuous customer engagement, but can also raise the stakes for vendors that are not clearly embedded in the data center design process and lifecycle.

Alignment with standardized data center architectures that are not only configurable, but also responsive, will be critical as the industry continues to rely on collaborative deployment models. This evolution creates a new model for data center deployment where vendors that integrate into interconnected ecosystems and keep pace with rapid innovation cycles will shape the future of data center infrastructure deployment at an unprecedented pace.