From hyperscalers and cloud providers to storage OEMs and enterprise AI teams — Datafabrix is the intelligence layer that makes AI infrastructure operable at scale.
The conversations that follow are about scaling beyond SSD-validation use cases — into the full AI infrastructure platform — with the Gen6 thermal-aware smart backplane as the foundation.
Every operator below shares one truth: AI workloads have outgrown the operational tooling underneath them. Datafabrix is built to close that gap, with messaging and modules tailored to each segment.
The outcome: Fleet-wide thermal and PCIe intelligence at the scale of millions of devices, with autonomous remediation that takes humans out of the routine path.
Best modules: Guardian, Vision, Cloud
The outcome: Higher SLA attainment, faster incident resolution, and lower cost of operations — without sacrificing tenant isolation or auditability.
Best modules: Cloud, Guardian, Insight
The outcome: Maximum GPU utilization. Predictable training-run performance. Energy and density that turn directly into customer-facing SLAs.
Best modules: Thermal, Insight, Twin
The outcome: Reference backplane platforms. Validation acceleration. Differentiated thermal envelopes you cannot get with off-the-shelf hardware.
Best modules: Hardware, StorageOS, Thermal
The outcome: Telemetry-rich storage and interconnect feeding your accelerators. Fewer dark cycles. Fewer surprise failures during long training runs.
Best modules: Vision, Guardian, Insight
The outcome: 40% cooling energy reduction. Higher rack density. Tenant-level transparency for power and thermal budgets — the metrics that move PUE.
Best modules: Thermal, Twin, Cloud
The outcome: Predictable training runs. Lower TCO per token. The infrastructure visibility your CFO needs to scale AI investment with confidence.
Best modules: Guardian, Cloud, Insight
Run a single module — Thermal, StorageOS, or Guardian — in one rack or one zone. Quantified outcomes within 90 days. No commercial commitment beyond pilot scope.
Request Pilot →Bring your senior platform and operations leaders. Leave with a customised platform-adoption map and a quantified business case for the next twelve months.
Schedule Workshop →OEM, channel, or platform partnerships for organisations building reference architectures around Datafabrix. We co-build, co-validate, and co-sell.
Discuss Partnership →"Most customers start with one module. The conversation that follows is always the same: what else can the data plane do? That is the natural expansion arc of the platform."
— Datafabrix go-to-market teamTell us your top three operational pains and we will map the platform to them — in writing, within five business days.