The PTC
2
min read
Published on
May 28, 2025
May 22, 2025
Between the 1950s and now, data centers went from an IT novelty to being a critical utility.
Many newcomers incorrectly assume one data center is much like another. Although all process data in some way, there are often few customer or tech overlaps between a hyperscale data center and a Micro-Edge device. At the PTC we have found that there are more strategic factors ahead of pure data center nomenclature for stakeholders including investors, customers, or suppliers to consider. Often these factors are highly interdependent.
Advancements in GPU-driven data processing are accelerating innovation, leading to more complex and high-cost data service models. Rapid tech evolution may render many data centers obsolete due to structural limitations. Additionally, high-performance computing (HPC) is increasing server waste, raising concerns about energy efficiency and future sustainability.
Some tech, although new, has already demonstrated sufficient traction and payback potential to deliver real value now for new data centers or retrofits of legacy premises.
Whilst many of the new technologies are aimed at augmenting today's data services models, some will disrupt + fracture the traditional way.
Summary of their disruption potential:
Data centers will increasingly seek energy independence by integrating their own power production with the wider grid. Market consolidation will drive enhanced interconnectivity, enabling larger operators to offer seamless global-to-local network solutions. Data storage will become more segmented, with critical data kept on-premises while processing is augmented through the network. AI models, facing high computing demands, will shift toward smaller, more focused datasets to improve efficiency.
Depending on the role within the ecosystem, technology has a different intrinsic impact on adoption. What we have seen in working with clients in all roles however is the desire for clear benefit from technology and a greater understanding of the overlap between the roles. The days of an investor wilfully ignoring an operator are thankfully gone as the impact on yield, returns, and tenancy retention are mutually shared so understanding the impact of the tech stack is a shared need.
Read the full report here. For more insights on data center, please visit: www.theptc.com/data-centers