Introducing NetFabric Orion for AI Factories

Manage Your DC Fabric from Day 0 to Day N

Purpose-built fabric management platform for SONiC-based networks - covering design, provisioning, lifecycle automation, telemetry, and change governance in one unified system. Now with dedicated editions for AI factories, data centers, and enterprise.

Explore Editions See How It Works
10x
Faster Provisioning
~0s
Drift Detection
100%
SONiC-Native
NetFabric dashboard — live fabric view
What is NetFabric

One Platform. Design. Deploy. Operate.

Most teams stitch together disconnected tools for topology, config management, telemetry, and change control - then spend more time maintaining the glue than running the fabric. NetFabric replaces that entire stack with a single intent-driven platform.

Topology & Inventory

Auto-discover your entire fabric in minutes with LLDP-based discovery across multi-tier Clos topologies. Vendor-agnostic support for Edgecore, Celestica, Dell, and all major ODMs. Intent-driven inventory tracking with hardware lifecycle flagging.

Config Management

Template-driven config generation with Batfish pre-deployment validation. GitOps-native change pipeline with approval gates, change windows, and full audit trails. Every push is atomic with auto-rollback - config replace, never merge.

Telemetry & Observability

Sub-second gNMI streaming metrics exported to Grafana and InfluxDB with pre-built dashboards. Cross-fabric RCA engine isolates root cause in seconds. Proactive drift alerts notify you before incidents, not after.

NetFabric AI

Ask questions in plain English across topology, configuration, and live state. Context-aware validation suggests fixes before you commit. Guided workflows with built-in approval gates - AI assists, operators decide.

Three Editions · One Engine

The Right NetFabric for Every Network

Same codebase. Same UI. Same renderer. Pick the edition that matches your deployment. Combine editions as you scale.

AI Factories
NetFabric Orion
Built for the GPU mega-cluster era

An AI factory isn’t one network - it’s four: a lossless Ethernet frontend, an InfiniBand scale-out backend, an intra-rack GPU interconnect, and an out-of-band management plane. Each has its own switching layer, its own failure domains, and often its own vendor tooling. The result: multiple consoles, spreadsheet-driven IP plans, and operational overhead that grows faster than compute.

Orion collapses that into a single intent-driven control plane. Operators describe what they need - "give tenant T-042 a 36-GPU partition with isolated RoCE QoS" - and NetFabric atomically renders the right config across all four network planes. With validation before push and rollback on failure.

  • Reference design catalog: GB300 NVL72, GB200, DGX SuperPOD - pick a rack type, enter count, deploy
  • Unified tenant lifecycle across IB PKey + NVLink partition + RoCE VPC + OOB VLAN - atomically
  • 4-source telemetry unification: gNMI, UFM REST, NMX REST, DCGM - single pane of glass
  • AI assistant indexed on your operator runbooks with natural-language queries over live state
  • Simulation-first: ContainerLab + ibsim + DOCA-on-x86 - validate 80-90% without hardware
  • NCCL-aware flow analytics - correlate fabric events to training job performance
  • Future-proof: GB400, Rubin, MI400X enter the catalog as YAML - no fork needed
Reference: 128 GB300 NVL72 Rack Deployment
9,216GPUs
128GPU Racks
~830Switches
4Network Planes
NetFabric Orion — platform capabilities and roadmap
Four Fabrics. One Orchestrator.
Network 1 - Frontend
Ethernet Fabric
RoCEv2 · BGP-EVPN-VXLAN · DPU Offload
  • Inference & serving traffic
  • GPUDirect Storage (NVMe-oF)
  • VPC + tenant VNI traffic
  • Lossless RoCE: PFC / ECN / DCQCN
Network 2 - Backend Scale-Out
InfiniBand Fabric
NCCL · SHARP · Adaptive Routing
  • NCCL all-reduce / all-to-all
  • Cross-rack GPU-to-GPU RDMA
  • Tenant-isolated PKey traffic
  • Microsecond tail latency
Network 3 - Backend Scale-Up
Intra-Rack GPU Interconnect
Ultra-high bandwidth · Single-hop · Memory-coherent
  • 72 GPUs as one coherent domain
  • TB/s-class per-GPU bandwidth
  • Managed tenant partitions
  • Copper backplane - no optics
Network 4 - Management
Out-of-Band Management
BMC · ZTP · VRRP · Telemetry
  • BMC / IPMI out-of-band
  • Zero-touch config push
  • Per-rack VLAN + IP plan
  • Survives if production is down
Data Center
NetFabric Cygnus
Multi-tenant DC · Cloud · Colo

Running a multi-tenant data center means managing hundreds of pods, thousands of switches, and complex EVPN-VXLAN overlays - often across multiple vendors. Cygnus gives you the complete DC fabric stack with tenant-isolated VPCs, gateway services, and full operational visibility.

  • EVPN-VXLAN underlay + overlay with automated BGP
  • VPC + V-Net abstraction - per-tenant L2/L3 isolation
  • Gateway service: NAT, L4 load balancing, elastic IPs
  • Multi-vendor: Arista, Cisco, Cumulus, all SONiC variants
  • GitOps config pipeline with Batfish pre-validation
  • gNMI streaming telemetry with Grafana dashboards
  • Cross-fabric RCA - correlate events across pods
  • Build pod from scratch or import brownfield
1,000s of switches · 100s of pods · 2 network planes
Ideal For
Cloud & colo data centers
Managed service providers
Multi-tenant hosting platforms
Network operations centers
Key Differentiators
Full VPC cloud abstraction - not just VLAN config
Atomic config replace with auto-rollback
Real-time drift detection across all pods
AI-assisted troubleshooting built in
Enterprise
NetFabric Polaris
Campus · Branch · WAN

Enterprise networks are messy - multi-vendor, brownfield, accumulated over years of organic growth. Polaris meets you where you are. Discover what's already running, model the intent, and start managing it like infrastructure-as-code. No rip-and-replace required.

  • Zero-touch brownfield discovery - import your existing network
  • Multi-vendor: Arista, Cisco, Cumulus, SONiC, and more
  • L2/L3 routed access with WAN handoff templates
  • Topology builder with reusable rack and site templates
  • IPAM integration with pre-flight validation
  • Digital twin - simulate changes before touching production
  • Continuous drift detection with proactive alerts
  • Build rack from scratch or discover existing infrastructure
1-50 sites · 100s of switches · 1 network plane
Ideal For
Enterprise campus & branch networks
Open networking migration projects
Multi-site retail & logistics
Education & healthcare IT
Key Differentiators
True brownfield-first - discover before you deploy
No rip-and-replace needed to get started
Digital twin for risk-free change validation
Same engine as Cygnus/Orion - upgrade any time
One codebase · One team · Blueprints as YAML · Customers author their own reference designs
Lifecycle Coverage

Day 0 to Day N Lifecycle

Unified platform covering design, provisioning, and operations - not disconnected tools stitched together.

Operator / AI
Intent declared
Intent Model
YANG validation
Resource Pools
Allocate / reserve
Renderer
Vendor config
Orchestrator
Push · verify
Telemetry
Drift detection
Day 0 - Design & Planning
Blueprint Your Fabric
  • Topology builder with Clos, leaf-spine, MLAG templates
  • Reference design catalog - from enterprise 3-tier to GB300 NVL72
  • IPAM integration - auto-allocate IPs, VLANs, VNIs, ASNs, PKeys
  • Pre-flight validation via Batfish engine
  • Digital twin simulation before any device is touched
Day 1 - Provisioning & Deployment
Zero-Touch to Production
  • Zero-touch provisioning (ZTP) across all supported vendors
  • Jinja2 / YANG config rendering - vendor-correct output
  • Phased rollout with per-stage health gates
  • Atomic config replace with auto-rollback on failure
  • Automated acceptance testing before sign-off
Day N - Operations & Change
Operate with Confidence
  • Git-based CI/CD pipeline for every config change
  • Continuous drift detection - near-zero latency
  • gNMI / gNOI streaming telemetry with Grafana dashboards
  • Cross-fabric RCA with root-cause isolation
  • Change windows, approval gates, and full audit trail
Architecture

Built for Production. Layered for Extensibility.

Four clean layers from UI to device. Click each layer to explore.

Presentation Layer
Orchestration API
Fabric Intelligence
Device Abstraction

Presentation Layer

Web UI · REST API · CLI

Every operation - topology design, config commit, tenant creation, AI query - is accessible through all three interfaces. The React-based Web UI is the primary operator surface; the REST API and CLI serve automation and scripting workflows.

  • React Web UI with real-time fabric visualization
  • Full-featured REST API for infrastructure-as-code pipelines
  • CLI for scripting, cron, and operator muscle-memory
  • AI assistant embedded in all three surfaces

Orchestration API

GraphQL + OpenAPI 3.0

The orchestration layer exposes two API surfaces: GraphQL for complex queries across the intent graph, and OpenAPI 3.0 for standard CRUD operations. Both are versioned, documented, and authenticated via the same RBAC system.

  • GraphQL for topology traversal and cross-entity queries
  • OpenAPI 3.0 with auto-generated SDKs
  • Webhook callbacks for async provisioning workflows
  • Rate limiting and RBAC at the API gateway

Fabric Intelligence Engine

Policy · Validation · RCA · Scheduling

The intelligence engine is where NetFabric earns its keep. It validates intent against resource pools, runs Batfish checks before any push, schedules phased rollouts, and correlates telemetry events into root-cause analysis.

  • Batfish pre-deployment validation on every commit
  • Resource pool engine - conflict detection on every change
  • RCA engine correlates events across all fabric planes
  • Scheduling engine for phased rollouts with health gates
  • AIOps anomaly detection (Orion Phase 5)

Device Abstraction Layer

gNMI · gNOI · Netconf · SSH

NetFabric speaks every protocol your devices understand. gNMI for modern SONiC telemetry, gNOI for operational RPCs, Netconf for YANG-aware config push, and SSH as the universal fallback. The abstraction layer ensures one intent renders to correct vendor config regardless of transport.

  • gNMI streaming telemetry - sub-second metrics
  • gNOI for operational commands (reboot, cert rotation)
  • Netconf / RESTCONF for YANG-native devices
  • SSH fallback for legacy and brownfield equipment
  • Per-vendor device profiles - pluggable renderer architecture
Why NetFabric

NetFabric vs. the Alternatives

Purpose-built for SONiC-native operations - not a legacy SDN controller retrofitted for open networking.

CapabilityNetFabric
PalC
Open-Source DIY
SONiC-native support~ Partial
Multi-vendor ODM hardware
GitOps change pipeline~ Manual assembly
Pre-deployment Batfish validation DIY integration
Day 0 digital twin / simulation~ ContainerLab only
gNMI streaming telemetry~ Partial
Cross-fabric RCA engine
AI-assisted operator UX
4-fabric AI factory orchestration Orion
GPU rack reference design catalog Orion
Source-inspectable / escrow rights
Zero vendor lock-in
Professional 24/7 support & SLA
Use Cases

Built for How You Actually Deploy

Orion
AI & GPU Cluster Fabrics

Orchestrate 4 network planes across thousands of GPUs. GB300, DGX, custom hybrid racks. Tenant-isolated training and inference with NCCL-aware analytics.

Orion
Neocloud / GPU-as-a-Service

Multi-tenant GPU partitioning with atomic lifecycle across IB PKey, NVLink, and RoCE VPC. Billing-grade isolation, zero noisy-neighbor bleed.

Cygnus
Cloud & Colo Data Centers

EVPN-VXLAN multi-tenant fabrics with VPC isolation, gateway services, and L4 load balancing. GitOps-driven operations at pod scale.

Cygnus
Managed Service Providers

Operate customer fabrics from a single pane. Multi-vendor support, RBAC per customer, per-pool audit logs. One platform, many tenants.

Polaris
Enterprise Campus & Branch

Discover and manage multi-vendor campus networks. Brownfield-friendly with L2/L3 routed access, WAN handoff, and drift detection built in.

Polaris
Open Networking Migration

Move from proprietary to SONiC at your own pace. Import existing topology, validate in simulation, cut over with confidence.

Early Access

Let's Build Your Next-Gen Fabric Together

Whether you're orchestrating a multi-thousand-GPU AI factory or managing an enterprise campus, there's a NetFabric edition built for your scale. Early access customers get:

  • Priority access to the platform before GA
  • Dedicated onboarding with a PalC SONiC engineer
  • Influence the product roadmap directly
  • Early access pricing locked in at registration

Request Early Access

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