One control plane.
Every site. Every rack.
Datafabrix Cloud is the fleet-management module of the platform. It provides one control plane across every site, every rack, every device — wherever you operate, on whatever topology, under whatever compliance regime. Cloud, on-prem, edge — managed as one continuous fabric.
Fleet Management — engineered for AI-class workloads.
Multi-site, multi-tenant, audit-ready. The control plane your platform team actually wants.
The problem we solve.
Modern AI operators run distributed by default. A hyperscaler operates dozens of regions. A sovereign AI cloud spans multiple compliance jurisdictions. Even mid-market AI infrastructure providers run racks at three or four physical sites. Yet most fleet-management tools were built for a single data center, period.
Cloud was built for the distributed reality. RBAC scopes are designed for multi-site, multi-team, multi-tenant organisations from day one. Policy lives as code, versioned in your existing Git workflow, applied uniformly across every site. SLA tracking aggregates from device-level signal up to customer-facing dashboards.
And the APIs are REST and GraphQL — the formats your platform engineers actually use — with first-class integration into Redfish, OpenBMC, your DCIM, your IaC pipeline, and your ticketing system. Cloud is the connective tissue that lets every other Datafabrix module operate at the scale your business actually runs at.
What Datafabrix Cloud does.
- Multi-site monitoring
Every site, every rack, every device — visible in one dashboard. Drill down from global to junction-level. Region, zone, rack, slot, lane.
- Policy-as-code
Express your operational policy in version-controlled YAML. Apply uniformly across every site. Audit every change. Rollback in seconds.
- RBAC and audit
Multi-tenant from day one. Granular role-based access control. Every action logged, attributable, and exportable to your SIEM.
- SLA tracking
Customer-facing SLA dashboards generated from device-level signal. Per-tenant, per-region, per-service-class.
- REST + GraphQL APIs
Every operation in the UI is also available via API. CI/CD-native. Infrastructure-as-code-native. Built for platform-engineering teams, not for clicking through screens.
- Open-standards integration
Redfish, OpenBMC, OpenTelemetry, Prometheus, DCIM systems. Cloud sits cleanly on top of what you already have — it doesn't replace it.
Real scenarios. Real outcomes.
Three representative engagements that illustrate the kind of value Datafabrix Cloud delivers in the field.
The Problem
Multi-region policy rolloutAn operator runs 4 regions across 3 compliance jurisdictions. A new thermal policy needs to ship — slightly different rules per region, identical posture overall.
Our Approach
Cloud lets the policy ship as one Git commit. Region-specific overrides are layered in declaratively. The rollout is staged, audited, and rollbackable in one operation.
The Outcome
What was a 3-week multi-team coordination becomes a 30-minute deployment. Audit trail is complete and queryable.
The Problem
Customer-facing SLA dashboardsA cloud provider's enterprise customers want their own SLA dashboards — per tenant, per region, real-time. Building this for one customer was already painful; doing it for 40 is unsustainable.
Our Approach
Cloud auto-generates per-tenant SLA dashboards from device-level signal. Each customer logs in via SSO and sees only their data, with their service-class SLAs.
The Outcome
40 customers, 40 dashboards, zero custom engineering. Renewal conversations get easier because customers can see their reliability themselves.
The Problem
Audit-ready operationsAn operator is preparing for SOC 2 Type II. They need attributable, immutable audit trail across every change to every device across every site.
Our Approach
Cloud emits every operation to an append-only audit log, exportable to the operator's SIEM. Every policy change, every autonomous action, every operator login — captured.
The Outcome
SOC 2 audit clears with the auditor noting the audit trail as 'best-in-class' for the operator's industry.
Datafabrix Cloud works best with...
Ready to see Cloud in action?
Tell us about your fleet and your top operational pain. We will map Datafabrix Cloud to a 90-day pilot scope — and quantify the expected outcome — within five business days.