AI DATA CENTER

From GPU demand to operational infrastructure.

DFT translates rack density, compute scale and deployment timing into coordinated building, power, cooling, network, monitoring and commissioning requirements.

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From GPU demand to operational infrastructure.
AI DATA CENTER
Core & ShellBuilding and facility
A/BPower distribution
Air + DLCAir and direct liquid cooling
100 GbpsAI and DCI networking
CxIntegrated commissioning

DFT APPROACH

One capacity model. One interface matrix.

High-density AI projects cannot treat structure, power, cooling and network as separate decisions. DFT begins with the final GPU load and works backward to utility capacity, heat rejection, water flow, rack layout, fiber paths and service clearances.

Our responsibility can span design, build, supply coordination, supervision, testing and 24×7 operations, with each project role stated clearly.

EXECUTIVE OUTCOMES

Clients are not buying an equipment list. They are buying a facility where AI compute can go live.

DFT brings power, heat rejection, compute interfaces and operations into one capacity model so executive decisions can be tied to measurable readiness.

01POWER READY

Utility and resilient power

Confirm available utility capacity, A/B physical separation, transformer and switchgear topology, UPS or STS strategy, generation, BESS and rack-level metering.

02THERMAL READY

Cooling built for AI density

Convert rack kW and liquid heat-removal ratio into chilled-water capacity, CDU interfaces, flow, differential pressure, water quality, leak detection and residual-air cooling.

03COMPUTE READY

Structure, space and AI fabric

Coordinate concentrated floor loading, rigging paths, maintenance clearances, MMR, diverse fiber, non-blocking spine–leaf and 400G/800G-ready pathways.

04OPERATIONS READY

Evidence for day-one operation

Close alarms, asset labels, test records, as-builts, O&M manuals, training and escalation workflows so the facility can be monitored and maintained immediately.

MARKET SHIFT

AI infrastructure is defined by power density and closed-loop systems—not floor area alone.

CONVENTIONAL IDC5–15kW / rack

Room-level air cooling · general enterprise traffic · distributed alarms

AI FACTORY60–150kW / rack

Direct liquid cooling · high-volume east–west fabric · token, watt and SLA visibility

ENGINEERING DEPTH

From utility intake to the GPU rack interface.

Capacity, redundancy, interfaces, measurement and maintainability are engineered as one cascade—not as disconnected equipment packages.

AI data center resilient electrical architecture
POWER & RESILIENCE

Electrical cascade

Utility, transformers, switchboards, UPS or STS, busway and rack PDUs share one load and protection model.

  • Short circuit, voltage drop and protection coordination
  • Physically separated A/B paths and maintenance bypass
  • Generation, BESS, EMS and rack-level measurement
Direct liquid cooling and chilled-water interfaces
COOLING & DLC

High-density liquid cooling

Facility water, CDU and IT water loops are separated, isolatable, measurable and maintainable.

  • Cooling capacity derived from rack kW
  • Flow, pressure, ΔT, water quality and materials
  • Leak detection, flushing, balancing and startup
AI fabric and diverse fiber architecture
NETWORK & FIBER

AI fabric and connectivity

GPU east–west traffic, MMR, diverse carrier routes, DCI and cross-border circuits are coordinated early.

  • Non-blocking spine–leaf architecture
  • InfiniBand or RoCE; 400G/800G ready
  • ODF records, OTDR and optical power testing

18 WORK PACKAGES

Complete AI-ready Core & Shell scope.

Seventeen foundation packages plus one optional fit-out package keep civil, MEP, cooling, fiber, controls, testing and handover under a clear interface structure.

01

Site due diligence & utility

02

Architecture & structural load

03

MV/LV power distribution

04

UPS, STS, generator & BESS

05

Busway, rack PDU & grounding

06

Chilled-water plant

07

CDU and direct liquid cooling

08

Residual-air cooling

09

Fire protection & life safety

10

Physical security & access

11

BMS, DCIM and EMS

12

Telecom rooms and diverse fiber

13

AI fabric pathways

14

Data hall and support spaces

15

Rigging and logistics

16

QA/QC and document control

17

FAT, SAT, IST and commissioning

18

Optional IT fit-out and burn-in

ONE SOURCE OF TRUTH

The capacity model aligns engineering, procurement and acceptance.

Every assumption requires an owner, source, revision, tolerance and approval before it becomes a construction or purchasing commitment.

01

BOD / Design Criteria

Capacity, redundancy, environmental limits and responsibility boundaries.

02

SLD / Load List

Utility intake, fault level, protection and A/B power paths.

03

P&ID / Flow Table

Primary and secondary loops, flow, pressure, water quality and bypass.

04

Layout / BIM / CFD

Space, loading, access, service clearances and airflow.

05

BoQ / Specifications

Quantities, performance requirements, long-lead items and risk.

06

ITP / FAT / SAT / IST

Test scripts, witness points, tolerances and signed evidence.

COMMISSIONING

Power-on is not proof of readiness.

DFT coordinates acceptance interfaces, failure scenarios, punch-list closure and operational handover so every result remains traceable to drawings, equipment, circuits and monitoring points.

FAT SAT IST and commissioning workflow
01OEM FAT

Factory acceptance

Review, witness and track vendor findings before shipment.

02SAT

Site functional testing

Verify equipment and electrical, cooling, controls and network interfaces.

03IST

Integrated failure scenarios

Prove alarms, transfer, recovery and resilience under controlled faults.

04HANDOVER

Evidence and training

Deliver scripts, trends, punch lists, as-builts, O&M manuals and operator training.

DELIVERY MODEL

Five stages to AI-ready operation.

Each stage has defined inputs, decision gates and evidence so schedule, cost and future expansion remain aligned.

01

Requirements

Capacity, equipment, phasing, codes and existing-site constraints.

02

Basis of design

Structure, power, cooling, fiber, safety and logistics.

03

Detailed interfaces

Drawings, calculations, materials, test criteria and package boundaries.

04

Construction & QA/QC

Inspection, concealed works, labeling, firestopping and change control.

05

Testing & handover

Functional and integrated testing, closeout, as-builts and training.

CLEAR SCOPE BOUNDARY

Responsibilities are explicit before pricing and construction.

OWNERRequirements, budget, business gates, final acceptance and risk decisions
DFTCapacity model, design basis, interface management, commissioning and document control
IT / OEMProduct data, rack, water and port interfaces, warranty and burn-in
MEP / GCShop drawings, construction, QA/QC, testing and defect closure
UTILITY / CARRIERExternal power, fiber routes, service activation and regulatory interfaces

SCOPE & DELIVERY

Integrated around the operating outcome.

01

Capacity & Site

IT load, growth phases, floor loading, logistics, fire compartments and maintenance access.

02

Power & Resilience

Utility, transformers, switchgear, UPS, generators, busway, rack PDU and protection coordination.

03

Cooling & DLC

Chillers, towers, pumps, CDU, manifolds, water quality, leak detection and residual air cooling.

04

AI Fabric

Structured fiber, OOB, storage, DCI and validation of high-speed network interfaces.

05

Commissioning

FAT, SAT, IST, burn-in, failure scenarios, evidence packages and acceptance criteria.

06

Operations

DCIM, BMS, EMS, NOC, SOP/EOP, KPI, spares and expansion records.

Supercomputing data hall with TOP500 and Green500 project results

RECOGNITION & PROJECT OUTCOME

Engineering recognized internationally and measured in operation.

DFT's integrated data-center design and engineering team received international recognition, while a completed supercomputing-center case demonstrates measurable compute and energy-efficiency outcomes.

DFT team receiving a 2025 Northeast Asia Cloud and Datacenter Award
2025 WINNER · NORTHEAST ASIA

Data Centre Design and Engineering Team

W.Media Northeast Asia Cloud & Datacenter Awards recognition for DFT's IDC design, engineering, construction and management team.

2025 Northeast Asia Cloud and Datacenter Awards winner trophy
COMPLETED SUPERCOMPUTING CASE

Compute and energy-efficiency outcomes

31stTOP50044thGreen5001.24PUE

Figures are reported in DFT-supplied project material. TOP500 and Green500 are rankings of the computing system; PUE is the stated project operating metric. They are not third-party data-center tier certifications.

PROJECT INQUIRY

Planning a new AI facility or high-density retrofit?

Provide GPU type, rack count, rack kW, site and target go-live date to begin a capacity review.

Contact DFT