A unified intelligence layer for autonomous AI infrastructure. Adopt one module — or the full stack — through a common data plane and consistent APIs.
Predict failures 30 s before they happen. Autonomous remediation across SSDs, GPUs, racks & power systems.
Real-time thermal map of every junction. Predictive throttle alerts. Smart cooling control loops.
SSD wear modelling, endurance forecasting, per-controller performance attribution.
Turn telemetry into operational intelligence. Fleet-wide ML baselining, anomaly clustering, drift detection.
Live digital replica of every rack. What-if simulation. Change-impact preview. Capacity planning.
One control plane across every site and every rack. RBAC, SLA tracking, policy-as-code, REST & GraphQL APIs.
Unified telemetry across PCIe, GPU, SSD, power, network. OpenTelemetry-native. AI-specific traces.
We're working with a small group of design partners ahead of platform GA. If your roadmap depends on telemetry intelligence that doesn't exist yet — we want to talk.
Request Demo →Every module reads and writes to the same telemetry backbone — sourced from Layer-1 hardware that is deployed in production today. No glue code. No data-pipeline maintenance. No vendor lock-in.
Multi-site fleet management and digital-twin simulation. The control plane your platform-engineering team operates.
Five intelligence modules that turn raw telemetry into predictive action. Domain-aware ML, not generic time-series.
The upcoming hardware that will generate the high-fidelity telemetry every other layer depends on. Engineering samples in 2026. The architecture, signal integrity, and thermal envelope are being validated today.
The PCIe Gen6 Thermal-Aware Smart Backplane — the single piece of silicon the entire Datafabrix platform reads from. Sampling 2026.
Tell us your top operational pain. We will map the right module — and the right outcome — before you write a single line of integration code.