AI Factories & HPC Facilities

Purpose-built ultra-high density infrastructure for AI and HPC workloads

Don’t wait - partner with RED to deliver your AI or HPC facility

Purpose-built engineering for extreme computing demands

AI factories and high-performance computing (HPC) facilities require infrastructure that standard data centres cannot deliver. RED Engineering Design provides specialised data centre design services for HPC facilities built to handle ultra-high power densities, advanced liquid cooling, and the intensive computational demands of AI and HPC workloads.


With over 1050 data centre commissions across 31+ countries, RED delivers AI factory and HPC facility designs capable of supporting rack densities above 100kW, integrating liquid cooling technologies, and ensuring the resilience needed for mission-critical operations.


From hyperscale AI training campuses to research-focused HPC installations, RED’s engineering teams are experts at creating infrastructure that meets extreme performance demands while also maintaining energy efficiency and operational reliability.

Discuss your AI factory or HPC facility project with us now

Scalable, high-performance infrastructure for AI factories and HPC facilities

AI factories and HPC facilities demand extreme power, advanced cooling, and ultra-fast connectivity. RED designs infrastructure to meet these challenges - delivering:

  • Facilities engineered for next-generation high-density AI and HPC workloads, with capacity for future power growth
  • Proven expertise in liquid and immersion cooling, including live feasibility and retrofit assessments
  • High-voltage, mission-critical power systems designed for continuous operation
  • Integrated ICT and network engineering for ultra-low latency performance
  • Modular, scalable layouts enabling rapid deployment and phased expansion

Our AI factory and high-performance computing facility services

What we offer:

MEP design for high-density facilities

Mechanical, electrical, and public health systems designed for extreme loads, advanced cooling, and resilient power infrastructure. RED develops scalable architectures with N+1 redundancy across all critical systems.

Advanced cooling design

Computational Fluid Dynamics (CFD) modelling with 6SigmaDCX software to analyse airflow, temperature, and pressure distribution. Our engineers optimise cooling strategies and thermal performance for high-density environments.

Power and resilience engineering

End-to-end power distribution design, incorporating N+1 redundancy across chillers, pumps, and UPS systems. RED also provides backup power system design and commissioning management to maintain operational continuity.

ICT infrastructure design

Strategic ICT consultancy covering everything from initial design requirements to detailed infrastructure specifications. We also support technical migration and upgrade programmes for evolving network environments.

Sustainability and energy strategy

Optimisation of Power Usage Effectiveness (PUE) and integration of renewable energy sources, including hydrogen, wind, and solar. RED conducts energy and carbon audits, embodied carbon assessments, and provides certification support for LEED, BREEAM, and NABERS.

Site selection and masterplanning

Comprehensive site evaluation covering power and water availability, scalability, and long-term resilience. Our teams develop utility and masterplanning strategies that set a strong foundation for successful project delivery.

Get expert support for your high-performance computing facility design

Why choose RED Engineering Design?

RED brings proven expertise in mission-critical data centre infrastructure with a track record of delivering high-density facilities globally.

Our capabilities:

  • Over 1050 data centre projects delivered across 31+ countries, including hyperscale facilities
  • 30+ Uptime Institute Accredited Tier Designers, including the UK’s first two Accredited Tier Designers
  • Advanced modelling expertise: CFD analysis with 6SigmaDCX, digital twins, thermal simulation, and BRIZA energy modelling
  • 40GW masterplanned since 2017 with 15GW masterplanned in 2025
  • 16 international offices providing local knowledge with global delivery standards
  • 84% repeat business rate, reflecting long-term client partnerships
  • Award-winning engineering recognised by Building Awards, DCD, and Middle East MEP Awards
  • Part of Tractebel, with 150+ years of engineering heritage and the ENGIE Group’s low-carbon expertise

Build your AI factory or high-performance computing facility with RED

We design AI and HPC facilities capable of handling today’s most demanding workloads. From site selection to MEP design, construction support, and commissioning, we make sure your infrastructure runs reliably today and can scale for tomorrow’s demands.

Contact our specialists now to build your next-generation AI or HPC facility with RED Engineering