Adoption · Three Paths, One Pipeline Governor

Start where you are. Removable at any point.

The Pipeline Governor is the constant. The substrate is the variable. Have AnaROS on your existing brownfield rack today and get the Pipeline Governor, Telemetry surface, and Behavior surface as a software-only overlay. Extend to AnaROS on GPUaaS — same operating contract on rented capacity at neoclouds and hyperscalers (CoreWeave, Lambda, AWS/Azure/GCP). Add AnaRack under it when you want the full Anavec system with one vendor of record from silicon to SLO. The same AnaROS contract carries forward at every step — no rip-and-replace, no rewrites, no substrate lock-in. Air-gapped capable throughout.

PATH 1 · SOFTWARE-FIRST
AnaROS on your hardware
Software-only insertion. Brownfield-first design. Deploy on existing GPU servers, K8s clusters, BYO networking. Get visibility, traceability, and HITL governance without changing a card.
CapexZero
IntegrationSoftware overlay
Time to valueDays
PATH 2 · HYBRID · GPUaaS
AnaROS on your cloud
AnaROS runs on rented GPU capacity at neoclouds and hyperscalers (CoreWeave, Lambda, AWS/Azure/GCP) — same operating contract across on-prem and cloud. Burst capacity without capex. One control surface across substrates.
CapexNone
IntegrationCloud overlay
Time to valueDays–Weeks
PATH 3 · FULL PLATFORM
AnaROS on AnaRack
Anavec rack platform with AnaROS pre-loaded. Heterogeneous GPU drawers, programmable PCIe shelf, governed end-to-end. Optimized for measurable TCO and SLO assurance. Production-ready from day one.
CapexFull platform
IntegrationTurnkey
Time to valueDay 1
FROM integration project TO managed utility
PATH 01 · SOFTWARE-FIRST · ANAROS ON YOUR HARDWARE

The software-only overlay.

Drop AnaROS onto the GPU clusters you already own. Same K8s, same CUDA, same models, same teams. Pipeline X-Ray and HITL governance live within hours of install.

No new hardware. Days to value. Removable at any point.

AnaROS deploys as a binary on your existing nodes — no new networking, no hardware swap, no rebuild of your CI/CD. SSH and Prometheus do the discovery; agents are optional. The platform attaches itself to your running pipelines, lights up pipeline X-Ray within an afternoon, and exposes pipeline-by-pipeline stage telemetry and an AAIF verdict console within days.

Crucially, the contract — pipeline contracts, stage telemetry, placement engine, live model, change control — carries forward into Path 2 and Path 3 unchanged. You can remove AnaROS at any point and your underlying cluster is exactly as you left it. Brownfield-first, by design.

DEPLOY
AnaROS governor binaryon existing nodes · SSH + Prometheus discovery
RUNS ON
Whatever you haveGPU servers · K8s · bare metal · VMs · BYO network
SURFACES
X-Ray + stage telemetry + VerdictsHITL governance via web console · no code change
IDEAL FOR
Teams chasing visibility firstbefore any hardware-purchase justification
TIME TO VALUE Days. First pipeline instrumented in an afternoon. Stage telemetry + verdicts on the full estate within a sprint.
PATH 1 · SOFTWARE OVERLAY AnaROS · GOVERNANCE OVERLAY X-Ray · stage telemetry · AAIF verdicts · HITL console YOUR EXISTING RACK · BROWNFIELD GPU SERVERS heterogeneous · existing CPU + MEMORY whatever you have STORAGE BYO disks · NVMe · object NETWORK BYO fabric · any vendor ZERO CAPEX · NO REBUILD · REMOVABLE
PATH 02 · HYBRID · GPUaaS · ANAROS ON YOUR CLOUD

Burst capacity without capex.

AnaROS runs on rented GPU capacity at neoclouds and hyperscalers (CoreWeave, Lambda, AWS/Azure/GCP) — same operating contract across on-prem and cloud. One control surface. Workloads move; governance stays.

Same operating contract. On-prem and cloud.

AnaROS deploys as a control-plane pod, container, or layer alongside the workload — on rented GPU capacity at neoclouds and hyperscalers (CoreWeave, Lambda, AWS/Azure/GCP). The same pipeline contracts, stage telemetry, and AAIF verdicts surface across every substrate the enterprise runs. No cloud-specific rewrites. No console-per-provider.

Use it to burst when on-prem capacity runs short, to pilot a workload before committing to hardware, or to run an estate-wide governance plane across everything you already lease. Move workloads between physical and virtual racks; the operating contract does not change.

RUNS ON
Neoclouds + hyperscalersCoreWeave · Lambda · AWS/Azure/GCP
SAME CONTRACT
On-prem + cloudpipeline contracts · stage telemetry · verdicts
BURST
Rented GPU capacityno capex · maximize utilization
IDEAL FOR
Estates that span bothhybrid teams · pilot workloads · overflow
TIME TO VALUE Days–weeks. Stand up the same AnaROS overlay in the cloud tenant. X-Ray and stage telemetry light up the moment the workload lands.
PATH 2 · HYBRID · GPUaaS AnaROS · SAME OPERATING CONTRACT on-prem + cloud · same X-Ray · same stage telemetry · same AAIF RENTED GPU CAPACITY · NEOCLOUDS + HYPERSCALERS COREWEAVE · LAMBDA NEOCLOUD H100 · B200 · burst AWS · AZURE · GCP HYPERSCALER EC2 · GPU · VPC · S3 ANAROS · POD / LAYER / CONTAINER alongside the workload ON-PREM (OPTIONAL) same contract · unified estate NO CAPEX · BURST CAPACITY · ONE CONTROL SURFACE
PATH 03 · FULL PLATFORM · ANAROS ON ANARACK

The full platform.

Anavec rack platform with AnaROS pre-loaded. Heterogeneous GPU drawers, programmable PCIe shelf, governed end-to-end. Optimized for measurable TCO and SLO assurance — a single point of accountability from system to SLO.

One vendor. One contract. Production-ready from day one.

The full AnaRack platform — heterogeneous rack chassis, capability drawers, governed perimeter, AAIF and a new memory tier — running AnaROS natively. Anavec owns system selection, firmware, BMC, fabric, the network OS, the runtime, and the verdict engine. The customer owns workloads and policy. Everything else is one contract.

Same governance contract as Path 1 and Path 2, but with measurable TCO, SLO assurance, and day-1 production readiness. The path of least operator friction — maximize utilization and minimize CAPEX by design. Ideal for new AI infrastructure buildouts, AI-first enterprises, and regulated industries with audit obligations.

CO-DESIGNED
Hardware + governancesystem · firmware · runtime · verdicts
OWNED
Whole lifecycle by Anavecinstall · operate · upgrade · support
GUARANTEED
TCO + SLO assurancemeasurable · contractual
IDEAL FOR
New AI buildouts · AI-first orgsregulated industries · day-1 production
TIME TO VALUE Production from day one. Anavec ships, racks, and turns it on. Your pipelines come up under the same AnaROS contract you've been using.
PATH 3 · FULL PLATFORM AnaROS · AnaRack · ANAVEC-DESIGNED system · firmware · runtime · verdicts · one contract ANAVEC RACK · FULL ANRP PLATFORM HETEROGENEOUS RACK CHASSIS drawer-native onboarding CAPABILITY DRAWERS CPU · GPU · memory · storage NETWORK · ANAVEC SWITCH SONiC + AnaROS-native GOVERNED PERIMETER pipeline contracts · stage telemetry · AAIF CO-DESIGNED · DAY 1 PRODUCTION · SLO ASSURANCE
STARTER KIT · DAY-1 SKU

A Starter Kit

The entry-level Path 3 — same architecture, smallest footprint, fastest pilot path. Four Anavec-branded chassis units; AnaROS pre-loaded; design-partner pilots ship from this configuration.
STARTER KIT · TOPOLOGY MGMT SWITCH · 1U · 1G out-of-band · BMC plane ETHERNET SWITCH · 2U · 32×400G Anavec · SONiC + AnaROS-native 32×400G OSFP CPU SERVER · 2U x86 control · AnaROS host · agentic governance 2×200G + 1×100G NIC PCIe EXPANSION SHELF · 4U · GEN5 Anavec · 10 slots PCIe CDFP UPLINK 1G OOB 2×200G 100G PCIe CDFP CARDS · 10 SLOTS · ANY MIX GPU L40S · H100 · RTX · M series NVMe Gen5 SSD NIC CX-7 / Thor 9U TOTAL · ANROS PRE-LOADED · PILOT-READY

Bill of materials. Four boxes, one rack.

Mgmt switch
1U · 1 GbE
Out-of-band · BMC
Ethernet switch
2U · 32×400G OSFP
Data plane · Anavec-branded · SONiC + AnaROS-native
CPU server
2U · x86 · 2×200G + 100G NIC
Control + AnaROS · agentic governance + verdicts
PCIe expansion shelf
4U · Gen5 · 10 slots
GPU + NVMe + NIC bays · Anavec-branded · CDFP-uplinked
CABLING 1G OOB · 2×200G Ethernet · 1×100G Ethernet · PCIe Gen5 CDFP
PILOT SKU Available as a design-partner pilot SKU. Same architecture as the full Path 3 platform, sized for a 9U rack footprint and a one-quarter pilot. Become a design partner →
THE ADOPTION JOURNEY

From fixed hardware to intent-based infrastructure.

Three steps that don't depend on which path you start with. Instrument first. Profile second. Pilot third. The maturity ladder is the same whether you start software-only or commit to the full platform.
1

Instrument the current pipeline.

Map stage timing, hardware constraints, and tail jitter using AnaROS X-Ray before debating hardware changes. Locate the true limiters — not the assumed ones.

→ STARTS IN PATH 1
2

Extend to the cloud you already lease.

Bring the same AnaROS contract to rented GPU capacity at neoclouds and hyperscalers (CoreWeave, Lambda, AWS/Azure/GCP). One control surface across on-prem and cloud — burst without capex.

→ EVOLVES INTO PATH 2
3

Pilot the full platform.

Deploy one heterogeneous shelf + one warm-tier use case on AnaRack. Validate stable partitions and service workflows before debating larger, complex fabrics.

→ LANDS IN PATH 3
BOTTOM LINE Move from fixed hardware constraints to a predictable, intent-based AI infrastructure — at the pace your business can absorb.

Start where you are. Removable at any point.

Three paths to adopt. One governance contract throughout. Whether you begin with software on existing hardware or commit to the full Anavec platform on day one, you are entering the same AnaROS contract — and you can step up or step back at any time.

Design partner program · 2026 Become a design partner