
By Jeni Barovian, Co-Founding Advisor, TechArena
The Open Compute Project (OCP) was founded on a straightforward premise: making hyperscale infrastructure innovation accessible to a broader market. Historically, hyperscalers drove much of that innovation, but now neoclouds, smaller data center operators, and enterprises are also adopting open infrastructure technologies to support their AI workloads. Organizations that spent the last few years on AI experiments are moving their workloads into production. They need compute infrastructure that can simultaneously support applications, fit existing facilities, and meet security and operational requirements.
HPE addresses these challenges with its new ProLiant Gen13 portfolio, combining workload-specific server architectures, open hardware standards, and enterprise security and management capabilities.
I spoke with Joseph "JBK" Knight, Chief Technologist for Service Providers at HPE, to take a closer look at the new systems and how HPE applies OCP standards to enterprise infrastructure.
One of the biggest challenges in enterprise AI is the diversity of applications. AI training has traditionally dominated infrastructure discussions. Now, inference and agentic AI are expanding the range of compute requirements. Contract analysis, manufacturing defect detection, and engineering simulation demand different levels of processing power, memory capacity, and acceleration.
Enterprises also face practical deployment constraints. Unlike hyperscalers that can build new facilities around specific infrastructure needs, many organizations need to work within existing power and cooling capacity. For some facilities, direct liquid cooling means substantial upgrades.
As a result, organizations need server designs that match their applications and deployment environments. While GPU acceleration dominated AI training deployments, racks with lower GPU:CPU ratios, or CPUs alone, are central to inference- and agentic-optimized infrastructure.
HPE's ProLiant Gen13 portfolio offers reliability through built-in security, simplified management, and lifecycle support. For organizations moving AI into production, these capabilities are essential to deploying and operating infrastructure at scale.
ProLiant Gen13 includes four platforms powered by 6th Gen AMD EPYC 9006 Series processors. Each addresses different performance needs, space constraints, and cooling capabilities, giving organizations more flexibility to choose infrastructure that fits their applications and facilities:
The DL585a's air-cooled design was particularly interesting to the customers JBK works with. "A lot of our customers are in spaces where air cooling is the only option," he said. "So we designed this to give the best air cooling for the GPU densities that they need for inferencing." This provides a practical path to GPU acceleration without major facility upgrades.
Together, these systems allow enterprises to select infrastructure based on their actual workload demands and operational constraints, rather than adapting their applications or facilities to a single server architecture.
I wanted to understand how open hardware approaches translate into practical advantages for enterprise customers.
JBK's answer focused on two priorities: greater power and cooling efficiency, and more flexibility in how organizations configure and deploy their infrastructure.
"Customers don't want to be locked in," he said. "They want freedom."
That's why HPE applies open specifications to develop modular systems with standardized components, enabling more configuration options without sacrificing reliability.
One example is OCP's Data Center Modular Hardware System (DC-MHS) specification, which establishes common designs and interfaces that manufacturers can use across different server platforms.
HPE chairs DC-MHS's plug-and-play workstream, making standardized modules compatible at the system level. Beyond physical and electrical connections, engineers must account for management interfaces and how components operate together.
JBK offered a practical example: HPE can reuse the DL525's host processor module in another single-socket configuration with different density requirements. Rather than develop an entirely new design, the company can build on validated components to create additional options for customers.
This flexibility extends to rack infrastructure. HPE supports both conventional EIA 19-inch racks and ORV3 configurations, giving operators a choice between familiar enterprise systems and open rack architectures designed for greater efficiency at scale.
HPE has been discussing these possibilities for years. "And now we're actually doing it," JBK said.
The significance is that HPE has put these specifications into practice across commercially available servers, so customers can benefit from modular designs and multiple deployment options without having to develop or integrate the underlying technology themselves, thereby accelerating their time to deployment.
Modularity gives customers more flexibility, but it also introduces unique integration requirements. Manufacturers must ensure that security and management capabilities work consistently across standardized hardware components.
HPE draws on decades of experience in enterprise server management to make modular infrastructure easier to secure, monitor, and operate. Its Integrated Lights-Out (iLO) technology plays an important role in this approach.
As JBK explained, customers need the freedom to configure their infrastructure without compromising the ability to protect, monitor, and manage it.
ProLiant Gen13 addresses these operational priorities through several capabilities:
I left my conversation with JBK with three clear takeaways.
What stood out to me most was HPE's ability to bring these capabilities together in commercially available systems. ProLiant Gen13 combines the modularity and efficiency associated with hyperscale infrastructure with the reliability and lifecycle management enterprises expect from HPE.
As AI moves further into production, organizations need infrastructure that fits their workloads, facilities, and operational priorities. HPE's approach gives them more ways to meet those needs without sacrificing security or manageability.
To hear more from JBK, watch our full conversation from OCP Global Summit and explore the HPE ProLiant Compute portfolio.