Data Center Engineering & AI Infrastructure Expertise
We connect infrastructure developers, hyperscalers, and operators with specialized practitioners across the entire data center engineering spectrum. From high-voltage grid connections to high-radix GPU fabrics, engage specialists with verified delivery experience.
Electrical & Power Engineering
AI data centers place extraordinary demands on electrical infrastructure. Accelerating GPU cluster sizes produce severe step-load transients, severe harmonic resonance, and massive peak utility draws. We connect projects with specialists across power distribution, utility grid interconnection, switchgear, UPS systems, diesel/gas generation, protective relay coordination, and electrical design.
Specialist Roles
- • Principal Power Systems Engineers
- • High Voltage (HV) Substation Engineers
- • Protection & Coordination Engineers
- • Electrical Design Engineers (PE / Chartered)
- • UPS & Critical Power Specialists
- • Power Quality & Harmonics Consultants
Key Technical Scopes
- • 115kV/230kV utility interconnect modeling (ETAP / SKM)
- • Arc flash & short circuit coordination studies
- • Fast transient step-load mitigation for GPU training cycles
- • Medium voltage switchgear specification and FAT witnessing
- • 48V/54V busway and server rack power delivery
Mechanical & Cooling Engineering
Thermal management has become the primary physical barrier to high-density compute. As rack power density surpasses 100kW, air-cooling reaches its thermodynamic limit. We connect projects with mechanical engineers and thermal specialists who design, model, and deploy liquid cooling loops, Coolant Distribution Units (CDUs), direct-to-chip cold plates, adiabatic towers, and chilled-water systems.
Specialist Roles
- • Mechanical / MEP Project Engineers
- • Direct-to-Chip Thermal Architects
- • Hydronics & Pumping Systems Leads
- • Computational Fluid Dynamics (CFD) Engineers
- • Cooling Plant Operations Consultants
- • Fluid Chemistry & Corrosion Specialists
Key Technical Scopes
- • Primary & secondary loop fluid separation and heat exchange
- • In-row and centralized CDU sizing, redundancy, and flow balancing
- • Propylene glycol & dielectric fluid chemistry maintenance
- • ASHRAE W1–W5 water temperature envelope compliance
- • Retrofitting air-cooled raised floors with overhead liquid manifolds
AI / GPU Infrastructure Engineering
Deploying clusters of 10,000 to 100,000 GPUs requires specialized infrastructure coordination between physical facility envelopes and accelerated hardware. We connect organizations with GPU infrastructure architects and HPC hardware engineers who master high-density rack integration, blind-mate liquid quick disconnects, multi-tier storage fabrics, and cluster failure domain mitigation.
Specialist Roles
- • GPU Infrastructure Architects
- • High-Performance Computing (HPC) Systems Engineers
- • AI Cluster Integration Specialists
- • Hardware Reliability & Qualification Leads
- • High-Density Server Packaging Engineers
Key Technical Scopes
- • NVIDIA DGX / SuperPOD physical layout and cabling topologies
- • 48V DC busway architecture & power shelf integration
- • Blind-mate dripless manifold connection qualification
- • GPU cluster telemetry, telemetry streaming, and thermal throttling analysis
- • Ultra-dense NVMe-oF parallel storage network integration
Data Center Design & Architecture
Physical facility architecture for AI requires fundamental changes in floor loading, clear heights, and spatial separation between electrical distribution and liquid cooling hydronics. We connect developers with data center architects, structural engineers, and BIM coordinators who ensure zero MEP clashes and optimized campus scale.
Specialist Roles
- • Data Center Lead Architects
- • Structural & Seismic Engineers
- • LOD 400 BIM / VDC Coordinators
- • Campus Master Planners
- • Fire Protection & Life Safety Engineers
Key Technical Scopes
- • Slab structural design for 3,500+ lbs/sq ft heavy liquid racks
- • High-bay ceiling clearance and hot-aisle containment geometry
- • Spatial separation of wet utility corridors from electrical switchgear
- • Gaseous fire suppression (Novec / Inergen) and pre-action sprinkler systems
- • Multi-building campus modularity and expansion planning
Network & Optical Interconnect
Distributed AI training workloads demand non-blocking, microsecond-latency network fabrics. A single dropped packet or bottlenecked optical link stalls thousand-GPU training iterations. We connect projects with high-speed network architects, optical transmission specialists, and Meet-Me Room (MMR) designers.
Specialist Roles
- • High-Radix Network Fabric Architects
- • InfiniBand & RoCEv2 Optimization Specialists
- • Optical & Structured Cabling Engineers (RCDD)
- • Meet-Me Room (MMR) & Carrier Interconnect Leads
- • Data Center Interconnect (DCI) Specialists
Key Technical Scopes
- • Rail-optimized fat-tree network topology design
- • 800G/1.6T OSFP optical link budget and insertion loss testing
- • Lossless Ethernet PFC & ECN congestion control tuning
- • Diverse fiber entrance pathways & carrier-neutral MMR layout
- • High-count ribbon fiber termination & MPO/MTP testing
Construction & Project Management
Hyperscale data center construction demands aggressive schedules while managing 52-week lead times on critical transformers, switchgear, and chillers. We deploy technical project directors, construction managers, and QA/QC leads who have delivered multi-megawatt facilities on budget and schedule.
Specialist Roles
- • Critical Facilities Project Directors
- • MEP Construction Managers
- • QA/QC Engineering Directors
- • Equipment Procurement & Logistics Leads
- • Site Safety & EHS Managers
Key Technical Scopes
- • Critical path schedule optimization (Primavera P6)
- • Factory Acceptance Test (FAT) witnessing for MV gear & CDUs
- • Site contractor quality control and installation validation
- • Change-order mitigation and scope alignment
- • Accelerated turnover sequencing from white space to commissioning
Commissioning & Integrated Systems Testing (IST)
Commissioning is the ultimate trial before energizing high-value GPU clusters. Failure in failover logic or hydraulic balancing during full step load can lead to catastrophic downtime. We connect projects with independent Commissioning Authorities (CxA) and IST directors who execute rigorous Level 1 through Level 5 testing protocols.
Specialist Roles
- • Certified Commissioning Authorities (CxA)
- • Integrated Systems Testing (IST) Directors
- • Electrical Commissioning Engineers
- • Mechanical & Hydronic Balancing Specialists
- • Controls & BMS Validation Engineers
Key Technical Scopes
- • Level 1 to Level 5 Cx scripts and execution per ASHRAE 0/1.5
- • Mega-watt scale load bank deployment and thermal mapping
- • Utility failure "pull-the-plug" black-building operational tests
- • Transient step-load thermal response validation
- • Commissioning documentation for tenant SLA certification
Data Center Operations & Reliability
Operating a live AI facility requires continuous monitoring of power density variations, coolant filter differentials, pump cavitation, and UPS load balance. We connect critical facility operators with reliability engineers, DCIM architects, and facility operations leads.
Specialist Roles
- • Critical Facilities Managers (CFM)
- • Site Reliability Engineers (Facilities)
- • DCIM & BMS Controls Specialists
- • Capacity Planning Consultants
- • Maintenance Program Architects (MOP / SOP / EOP)
Key Technical Scopes
- • Standard Operating Procedures (SOPs) & Emergency Protocols (EOPs)
- • Continuous thermal & hydronic telemetry integration
- • Power quality monitoring and harmonic mitigation
- • Preventative maintenance scheduling without tenant interruption
- • Predictive failure detection in pumping systems and fan arrays
Technical Advisory & Due Diligence
For infrastructure investors, private equity sponsors, and corporate developers, technical decisions represent multi-hundred-million dollar capital commitments. We provide independent technical due diligence, site feasibility evaluations, design peer reviews, and distressed project recovery advisory.
Specialist Roles
- • Infrastructure Due Diligence Principals
- • Independent Technical Advisors (ITA)
- • Utility Interconnection Consultants
- • Distressed Project Recovery Directors
- • Capital Cost (CapEx) Estimating Specialists
Key Technical Scopes
- • Pre-acquisition technical audit of active facilities and pipelines
- • Grid capacity, substation queue position, and curtailment risk review
- • Design peer review against density roadmap requirements
- • CapEx & OpEx benchmark validation
- • Project recovery intervention for stalled or off-track builds