Turnkey rack-scale AI infrastructure

We engineer AI racks
from the fabric up.

Datafabrix designs and delivers turnkey rack-scale AI infrastructure — combining proven merchant silicon, advanced systems engineering, and intelligent infrastructure software into a single platform.

Request a Rack Quote See the Four Racks
4
Turnkey rack SKUs
training · inference · edge · composable
1
Vendor accountable
backplane to DCIM console
8
DCIM modules
pre-instrumented on day one
WHAT WE ACTUALLY DO

The silicon is proven. The engineering above it is ours.

Merchant silicon at the bottom. Everything else, engineered by us.

WHERE OUR ENGINEERING LIVES

Four engineering disciplines. One integrated rack.

Where merchant silicon becomes a production rack — that is the engineering we own.

01

Backplane engineering

Signal integrity at 16 GT/s. Thermal envelope. Hot-plug electricals. Board-level engineering that decides whether the rack works.

02

Firmware

The firmware layer that turns raw silicon into an observable, policy-driven fabric.

03

Systems integration

Compute, fabric, storage, memory, cooling — validated as one machine, not a bill of materials.

04

DCIM software

Eight DCIM modules, wired into the backplane firmware from the first commit.

FOUR RACKS · FOUR MISSIONS

One family of racks. Shaped to each workload.

Same backplane. Same DCIM. Different rack for each workload.

Shipping DF-R1
Training Rack

Training Rack

Multi-GPU training. Terabytes-per-second to the GPUs. Memory tiering built in.

Explore DF-R1 → Shipping DF-R2
Inference Rack

Inference Rack

Production LLM serving with sub-second cold-swap between models.

Explore DF-R2 → Shipping DF-R3
Edge Rack

Edge Rack

A ruggedised, sensored half-rack for remote sites with resilient WAN.

Explore DF-R3 → Shipping DF-R4
Composable Rack

Composable Rack

PCIe any-to-any. Any host claims any endpoint on demand.

Explore DF-R4 →
HOW IT ALL FITS TOGETHER

Racks are how you buy. Solutions are what's inside them.

Every Datafabrix rack combines several pre-validated solutions into one integrated system. You order the rack; the solutions come with it. If you need something custom, we ship individual solutions too.

See the four racks → See the 14 solutions →
WHY TURNKEY

Integration is where most AI projects stall.

AI deadlines slip on infrastructure — not on models. Our work is to shorten that path.

DIY assembly Locked AI system Datafabrix rack
Time from PO to power-on12–20 weeks30–52 weeksWeeks, not quarters
Integration risk ownerYouVendorDatafabrix
Silicon strategyMixed merchantProprietary / lockedMerchant · open
DCIM softwareBolt on separatelyVendor console only8 modules · day one
Vendor count for support8–121 (locked)1 (open)
Refresh flexibilityHighVendor gates itEndpoint-level
THE STACK · FROM SILICON UP

Five layers in every rack. Four are engineered by us.

Merchant silicon at the base. Four engineered layers above it.

LAYER 5
DCIM software
Guardian · Thermal · StorageOS · Insight · Twin · Cloud · Vision · Conventional DCIM
Datafabrix
LAYER 4
Backplane firmware
Hot-plug logic · endpoint enumeration · telemetry namespace · zoning · policy hooks
Datafabrix
LAYER 3
Systems integration
Compute · storage · memory · cabling · cooling · power distribution · rack assembly · validation
Datafabrix
LAYER 2
PCIe fabric backplane
Signal integrity at 16 GT/s · thermal solution · power delivery · connector layout · hot-plug electricals
Datafabrix
LAYER 1
Merchant silicon
Tier-1 PCIe Gen4 switching · Intel Xeon Scalable CPUs · Enterprise NVMe SSDs · multi-source qualified
Merchant

Owning integration wins bigger than owning silicon.

DCIM · INTELLIGENT INFRASTRUCTURE SOFTWARE

Every rack ships already instrumented.

Eight DCIM modules, streaming from the moment the rack powers on.

Datafabrix DCIM console — Guardian, Thermal, StorageOS, Insight, Twin, Cloud, Vision, Conventional DCIM

Guardian

Real-time health scoring · anomaly detection · predictive failure windows.

Thermal

Cooling analytics · hot-spot maps · PUE optimisation.

StorageOS

SSD wear tracking · endurance forecasting · drive-level QoS.

Insight

AI analytics across the operational fleet.

Twin

Digital twin · what-if simulation before you cable anything.

Cloud

Multi-site fleet · RBAC · policy-as-code.

Vision

Observability with OpenTelemetry-native traces.

Conventional DCIM

Assets · topology · capacity · events · the foundation layer.
READY TO POWER ON

Let's design your first rack together.

Tell us the workload and the site — we respond within one business day.

Request a Rack Quote Compare the four racks →