Autonomous AI Infrastructure
Starts Here.
Datafabrix is the AI-native Infrastructure Intelligence Platform — combining intelligent hardware, embedded telemetry, AI analytics, and cloud orchestration to transform AI data centers into self-aware, self-optimizing, self-healing systems.
Intelligence at every layer.
From the substrate of a server backplane to the global cloud control plane — every layer feeds the next, and every layer learns from the last.
Enterprise Platform
The console operators, executives, and CFOs actually use.
AI Infrastructure Intelligence
The reasoning layer. Predict failures. Forecast thermal stress. Recommend the next action.
Embedded Intelligence
On-board ARM MCU running TinyML inference — sub-millisecond, on the backplane itself.
Intelligent Hardware Foundation
PCIe Gen6 Thermal-Aware Smart Backplane — sensor platform first, interconnect second.
Outcomes, not specifications.
We do not sell hardware features. We deliver operational outcomes — measured in uptime, energy, lifetime, and total cost of ownership.
Predict failures before they happen
30-second advance warning. 95% prediction accuracy. Replace reactive firefighting with autonomous remediation.
Reduce AI cluster downtime
Self-healing infrastructure with 99.998% uptime targets. Workloads keep running while the platform takes care of itself.
Extend asset lifetime
SSDs, GPUs, racks — operated at their optimal envelope. Push performance up. Push replacement cycles out.
Cut energy by 40%
Smarter cooling. Smarter workload placement. Sustainability and cost reduction, engineered together.
Seven modules. One platform.
Adopt one. Adopt the stack. Same data plane. Same APIs. Same intelligence.
Guardian
Predict failures 30 s before they happen.
Thermal
Real-time thermal map of every junction.
StorageOS
SSD wear, endurance & performance — modelled.
Insight
Telemetry → operational intelligence.
Twin
Live digital replica of every rack.
Cloud
One control plane across every site.
Vision
Unified telemetry — PCIe to GPU to SSD.
Explore all 7 modules
See the full platform portfolio, side by side.
View Platform Portfolio →One product. Engineered for everything that comes after.
The single piece of silicon the entire Datafabrix platform reads from.
PCIe Gen6
Thermal-Aware Smart Backplane
A sensor platform first, an interconnect second. Designed so every other Datafabrix module — Guardian, Thermal, StorageOS, Twin, Vision — reads from one canonical telemetry stream.
The infrastructure layer is unowned.
We're claiming it.
AI demand is exploding
Of global memory chips will go to AI data centers by 2026. Yesterday's infrastructure cannot operate tomorrow's load.
Operations can't scale manually
Compute scaled 1000×. Infrastructure operations did not. The gap is where reliability and economics break.
No AI-native infra OS exists
Today's tools were built for general-purpose IT. The interconnect, thermal, and storage intelligence layers remain unowned. Until Datafabrix.
Build the future of AI infrastructure
with us.
Whether you operate AI data centers, build storage and compute platforms, or invest in the companies defining the compute era — let's talk.