Industry Voice: What are AI workstations? The essential upgrade for engineers, designers and data scientists

From mobile setups to rack-mounted systems, HP Z Workstations & solutions are built for those who demand more

This article is sponsored by HP

Engineers, data scientists, and designers rely on compute-intensive applications that demand more than the typical laptop can offer. While mobile devices support everyday productivity, they often fall short when running AI tools, rendering software, or simulation workloads. Cloud platforms provide power at scale, but rising and unpredictable costs – coupled with potential security concerns – make them less appealing for continuous or sensitive work.

This is why many professionals are calling for a new standard – a high-performance AI workstation that bridges the gap between mobility and the cloud. These workstations deliver the reliability, security, and future-ready performance required by technical and creative teams alike. Mobile AI workstations are built to support hybrid work, offering portability without compromising on power. Powered by advanced AMD CPUs, GPUs, and NPUs, they maintain cool, consistent performance during even the most demanding workflows.

For office-based teams, desktop or rack-mounted AI workstations provide serious muscle – with support for up to 96 AMD processor cores and multiple high-end NVIDIA RTX™ GPUs. Whether training large AI models or handling complex 3D designs, these systems deliver the speed and scale today’s professionals need.

Built for demanding workloads and evolving needs

Long-term reliability is just as important as raw performance. HP Z Workstations are engineered to support heavy, sustained workloads and are fully upgradable – from memory and storage to graphics and power. This ensures your investment remains useful as your team’s needs evolve.

With AI-powered features baked in, these systems streamline repetitive tasks – such as drafting emails or summarising meetings – so users can focus on work that drives value. Independent Software Vendor (ISV) certifications ensure compatibility and performance with industry-leading applications from the likes of Autodesk®, Dassault Systèmes, and Epic Games.

AI performance is increasingly measured in TOPS (trillions of operations per second). Where most AI PCs deliver around 40 NPU TOPS, HP Z Workstations scale dramatically higher – up to 5,838 TOPS when combining NPUs with discrete GPUs – enabling faster model training and more complex AI workloads.

Security is another critical factor. Power users often work with confidential data, and HP Z Workstations keep that data local – avoiding the inherent risks of the cloud. Advanced features like BIOS-level protection, self-healing firmware, in-memory breach detection, and threat isolation offer defence against emerging threats, including AI-generated and quantum attacks.

From mobile setups to rack-mounted systems, HP Z Workstations & Solutions are built for those who demand more – more performance, more flexibility, and more peace of mind.

With cutting-edge AMD processing power able to run data-intensive workloads and with a focus on security and scalability, HP Z can help keep you and your people at the forefront of innovation.

HP Z Workstations & Solutions is made to meet the uniquely high demands of power users

like engineers, data scientists, and designers. Across their mobile, desktop, and rack-mounted systems, HP Z can be configured to your team’s specific needs, offering the expandability, performance, and security these users and the IT teams who support them require.

Learn more at AI Workstations | HP® United Kingdom