Enterprise AI Comparison

HPE GreenLake Alternative for
Enterprise AI Agents

HPE GreenLake is a consumption-based hybrid infrastructure platform — compute, storage, private cloud, and agentic AIOps as a managed service. VDF AI is the governed agent orchestration layer for business workflows with flat per-seat pricing and EU AI Act alignment. They operate at different layers and are often complementary.

QUICK VERDICT

The 30-Second Answer

HPE GreenLake is the right tool if you need hybrid infrastructure management — private cloud, compute, storage, virtualisation, and edge systems delivered with consumption pricing and government-grade certifications.

VDF AI is the right tool if you need governed production agents across enterprise SaaS systems, flat per-seat orchestration software pricing, EU AI Act compliance tooling, and multi-agent coordination regardless of the infrastructure layer underneath.

HPE GreenLake
VDF AI
Best for
Hybrid infrastructure management
Governed production agents
Pricing model
Consumption pay-as-you-go
Flat per-seat
Platform layer
Infrastructure (compute, storage, network)
Application-layer agent orchestration
IT / Infra AIOps
GreenLake Intelligence + OpsRamp
Via MCP tool nodes
Government compliance
DoD IL4 certified, air-gapped
EU AI Act aligned
Private cloud hardware
PC3000, PC7000, Morpheus
Software-only
Enterprise SaaS connectors
Not in scope
M365, Google, Jira, Slack, Zoom
PRICING & DEPLOYMENT

HPE GreenLake Pricing & Enterprise Support

Infrastructure consumption vs. orchestration software — different layers, different cost models.

HPE GreenLake Pricing

Verified June 2026 against HPE Discover announcements

ModelConsumptionPay-as-you-go for infrastructure capacity
Cloud CommitDiscount tiersHigher committed spend unlocks lower unit costs
ScopeCovers compute, storage, networking, private cloud lifecycle
NegotiatedPricing not publicly listed; terms per engagement

Infrastructure costs scale with capacity consumed. Application-layer software (like agent orchestration) is separate.

VDF AI Pricing

Flat commercial model

Per-seat pricingFlat rateNo consumption charges, no per-execution metering
IncludesRuntime, integrations, observability, governance, and support
On-prem / hybridVendor-supported deployment options with SLAs
DecoupledSoftware layer cost independent of infrastructure consumption

Predictable orchestration cost regardless of how much infrastructure capacity you consume underneath.

GOVERNANCE

Governance & Auditability

Infrastructure-level controls vs. application-level agent governance — the gap that matters for regulated AI.

Audit trails
HPE GLInfrastructure-level logging and monitoring via OpsRamp
VDF AIVault cryptographically durable run history at agent workflow level
RBAC & access control
HPE GLInfrastructure role management across GreenLake portal
VDF AIEnterprise RBAC with team, agent, connector-level permissions
EU AI Act readiness
HPE GLData sovereignty via on-prem; AI Act classification not stated
VDF AIBuilt-in classification workflows, evidence generation, residency controls
Data residency
HPE GLOn-prem means you control location
VDF AIEU and regional residency options with vendor deployment guarantees
Cost observability
HPE GLOpsRamp monitors LLM token consumption and resource costs
VDF AIPer-node cost, latency, energy telemetry for FinOps
Secret management
HPE GLInfrastructure-level security controls
VDF AIEncrypted credential vault with rotation and audit as platform primitives
DEEP DIVE

Hybrid Infrastructure & On-Prem AI

Where GreenLake’s infrastructure strengths meet VDF AI’s orchestration layer.

HPE GreenLake’s Approach

  • PC3000 / PC7000 private cloud — on-premises compute and storage with consumption pricing
  • Morpheus virtualisation — multi-cloud management and private cloud orchestration
  • GreenLake Intelligence — agentic AIOps for IT infrastructure automation
  • OpsRamp Operations Copilot — AI workload monitoring and LLM token consumption tracking
  • DoD IL4 certified — government-grade certifications and air-gapped edge support
  • Business workflow agents — business-process agent orchestration not in scope

VDF AI’s Approach

  • Software-only — deploys on any infrastructure including GreenLake
  • Multi-agent Networks v3 — spec-driven DAGs across enterprise SaaS systems
  • SEEMR adaptive routing — model selection across providers regardless of infrastructure
  • EU AI Act controls — classification evidence and data residency at orchestration layer
  • No hardware layer — complementary to GreenLake infrastructure, not a replacement

GreenLake provides the sovereign compute foundation; VDF AI adds governed agent orchestration on top. The two compose naturally for enterprise deployments.

ORCHESTRATION

Multi-Agent Orchestration

Infrastructure automation vs. business-process agent coordination.

HPE GreenLake

Infrastructure automation layer

  • GreenLake Intelligence — agentic AIOps with agent registry and orchestration controls
  • OpsRamp Operations Copilot — AI-powered monitoring and provisioning
  • Morpheus — virtualisation and multi-cloud management
  • GreenLake Flex Solutions — pay-per-use infrastructure bundles

Purpose-built for IT infrastructure automation — provisioning, monitoring, and resource optimisation. Business workflow agent orchestration is not in scope.

VDF AI

Enterprise orchestration plane

  • Networks v3 — spec-driven DAGs with nested networks and intent decomposition
  • Agent Hub — 6-step builder, multi-provider routing, MCP tool registry
  • SEEMR — Self-Evolving Model Router with four live dimensions (architecture)
  • MCP Server — tool execution wired to 10+ enterprise connectors
  • Vault — durable encrypted run history for investigations

Purpose-built for scenarios where multiple agents touch multiple SaaS systems in coordinated production workflows.

DEPLOYMENT

Deployment Ownership

Infrastructure platform vs. application-layer software — what you own at each level.

DimensionHPE GreenLakeVDF AI
Deployment modelOn-prem, private cloud, edge, hybrid (consumption)Cloud, hybrid, vendor-supported on-prem
Hardware ownershipHPE-managed hardware lifecycle in your facilitySoftware-only; runs on your infrastructure
Infrastructure managementHPE manages compute, storage, networkVendor manages orchestration software and upgrades
Application-layer governanceNot in scope; infrastructure-level controls onlyVault, RBAC, audit trails at agent level
SaaS integrationsNot in scope; infrastructure focusOAuth connectors to M365, Google, Jira, Slack, Zoom
Data residency guaranteesOn-prem = you control physical locationEU and regional residency with vendor commitment
Government certificationDoD IL4, air-gapped edgeEU AI Act aligned; regulated industry residency
FAIR PLAY

When to Use HPE GreenLake

GreenLake is the right answer for the infrastructure layer — here is where it genuinely wins.

HPE GreenLake is the right call when…

  • Hybrid infrastructure management is the primary need — compute, storage, private cloud, virtualisation on OpEx terms.
  • DoD Impact Level 4, air-gapped deployments, or government procurement vehicles are required.
  • Consumption-based infrastructure pricing with HPE-managed lifecycle is the procurement model.
  • AI factories or LLM serving infrastructure need OpsRamp-level visibility into resource costs.
  • Edge-to-core compute coverage is required across data center, edge, and remote locations.
HPE GreenLake’s genuine strengths
Sovereign compute on OpEx

On-premises hardware with consumption pricing — no capital expenditure, no procurement cycles for each refresh.

DoD IL4 and air-gapped support

Government-grade certifications and fully air-gapped edge deployments for defence and regulated sectors.

AIOps for infrastructure teams

GreenLake Intelligence and OpsRamp Operations Copilot for AI-powered infrastructure monitoring and automation.

Edge-to-core coverage

Unified infrastructure management from edge devices to core data center with a single consumption model.

GRADUATION SIGNALS

When to Graduate to VDF AI

Signs that you need an orchestration layer above GreenLake infrastructure.

Business agents need SaaS connectors

GreenLake manages infrastructure. When agents need Microsoft 365, Jira, Slack, Zoom — OAuth connectors with semantic retrieval and audit trails — you need the orchestration layer above.

Agent governance goes beyond infrastructure monitoring

OpsRamp monitors AI workloads at infrastructure level. Governed business-process audit trails — every agent decision, tool call, and model response — are a different problem.

EU AI Act compliance at workflow level

Infrastructure data residency is necessary but insufficient. Orchestration-layer classification evidence, risk categorisation workflows, and conformity documentation are needed for Article 6–51.

Flat per-seat economics for AI software

Infrastructure consumption pricing covers compute and storage. Agent orchestration software costs need predictable per-seat pricing that does not scale with infrastructure capacity consumed.

Multi-agent DAGs span SaaS systems

GreenLake Intelligence automates infrastructure. Business-process Networks v3 DAGs that coordinate agents across Confluence, Jira, Slack, and GitHub are a different orchestration layer entirely.

Model routing needs to be provider-agnostic

SEEMR routes across LLM providers based on cost, quality, latency, and energy — regardless of whether the infrastructure layer is GreenLake, AWS, Azure, or bare metal.

MIGRATION

Migration Path

Adding VDF AI on top of GreenLake infrastructure — not replacing it.

1
Assess infrastructure

Map which GreenLake infrastructure will host VDF AI. Identify capacity requirements, networking topology, and any air-gapped or edge constraints that affect deployment architecture.

2
Deploy VDF AI on GreenLake

Install VDF AI on PC3000 / PC7000 private cloud systems. Configure the sovereign compute layer to host the orchestration runtime, Vault persistence, and model routing infrastructure.

3
Connect SaaS integrations

Wire VDF AI’s OAuth connectors to enterprise SaaS systems — Microsoft 365, Google Workspace, Jira, Confluence, Slack, Zoom — on top of GreenLake infrastructure.

4
Operationalise governance

Enable Vault audit trails, EU AI Act classification controls, RBAC policies, and SEEMR adaptive model routing on the governed orchestration layer above GreenLake compute.

FULL COMPARISON

Feature by Feature

HPE GreenLake capabilities verified June 2026 against HPE announcements at HPE Discover Las Vegas.

CapabilityVDF AIHPE GreenLake
Platform layerAgent orchestration softwareHybrid cloud infrastructure (compute, storage, network)
Pricing modelFlat per-seatConsumption pay-as-you-go (Cloud Commit tiers)
Business workflow agentsNetworks v3 DAGs across SaaS systemsNot the primary product scope
IT / infra AIOps agentsVia MCP tool nodes; not a native specialtyGreenLake Intelligence + OpsRamp Operations Copilot
Private cloud / hardwareSoftware-only; runs on customer infrastructurePC3000, PC7000, Morpheus, edge systems
Enterprise SaaS connectorsM365, Google Workspace, Jira, Confluence, GitHub, Slack, ZoomNot in scope; infrastructure-layer focus
EU AI Act toolingBuilt-in aligned controls & data residencyData sovereignty via on-prem deployment; AI Act classification not stated
LLM / model routingSEEMR adaptive routing across all major providersOpsRamp monitors LLM token consumption; model selection is application-layer
DeploymentCloud, hybrid, vendor-supported on-premOn-prem, private cloud, edge, hybrid (consumption model)
Government / DoD complianceEU AI Act aligned; regulated industry residencyDoD Impact Level 4 certified; air-gapped edge support
Target buyerEnterprise AI platform / risk teams; knowledge-work orchestrationIT / infrastructure teams; private cloud and AI factory operators

HPE GreenLake capabilities verified June 2026 against hpe.com/greenlake and HPE Discover 2026 announcements. GreenLake consumption pricing is not publicly listed; terms are negotiated per engagement.

FAQ

Frequently Asked Questions

What enterprise buyers ask when evaluating HPE GreenLake alternatives.

HPE GreenLake uses a consumption-based pay-as-you-go model — customers pay for infrastructure capacity (compute, storage, networking) consumed. Cloud Commit discount tiers unlock lower unit costs at higher committed spend levels. Pricing is not publicly listed; terms are negotiated per engagement. VDF AI uses flat per-seat commercial pricing for the AI orchestration software layer. The two sit at different levels: GreenLake bills for infrastructure, VDF AI bills for the agent orchestration running on top.

Yes — on-premises deployment is GreenLake's core value proposition. PC3000 / PC7000 private cloud systems deliver compute and storage in your data center with consumption pricing. Edge systems support air-gapped and remote deployments. VDF AI also supports on-prem deployment but as software-only — it installs on your existing infrastructure (including GreenLake) without requiring specific hardware.

They operate at different layers entirely. HPE GreenLake is an infrastructure platform — compute, storage, private cloud, networking, and virtualisation as a consumption service. VDF AI is an application-layer agent orchestration platform — multi-agent DAGs, SaaS connectors, governance, and model routing. They are complementary, not competitive. VDF AI can deploy on GreenLake infrastructure; GreenLake cannot replace agent orchestration software.

GreenLake Intelligence (announced June 2026 at HPE Discover) is HPE's agentic AIOps framework for IT infrastructure management. It includes provisioning agents, an agent registry, orchestration controls, and OpsRamp Operations Copilot for monitoring AI workloads and LLM token consumption. This is fundamentally different from VDF AI's business-process agent orchestration — GreenLake Intelligence automates infrastructure; VDF AI automates the business workflows running on that infrastructure.

Deploy VDF AI on GreenLake private cloud (PC3000 / PC7000 systems). GreenLake provides the sovereign compute layer — on-premises hardware with consumption pricing. VDF AI provides the agent orchestration and governance layer above it — multi-agent Networks v3 DAGs, OAuth SaaS connectors, Vault audit trails, SEEMR model routing, and EU AI Act-aligned controls. The two layers compose naturally.

No. VDF AI is an independently built enterprise AI orchestration platform with Agent Hub, Networks v3, MCP Server, Vault, and SEEMR. It can deploy on GreenLake infrastructure, but it is not derived from, dependent on, or bundled with HPE GreenLake.

Both support high-security deployments at different layers. HPE GreenLake: DoD Impact Level 4 certified, air-gapped edge support — infrastructure-level compliance. VDF AI: EU AI Act-aligned classification workflows, evidence generation, data residency routing — application-level compliance. Teams in regulated sectors often pair both: GreenLake for sovereign compute, VDF AI for governed orchestration.

Yes — it is a natural architecture. GreenLake provides the sovereign compute layer (on-prem hardware, consumption pricing, DoD certifications). VDF AI provides the governed orchestration layer (multi-agent DAGs, SaaS connectors, audit trails, EU AI Act controls). Together: infrastructure you control + agent governance you can evidence. VDF AI's integration team can help plan the architecture.

Validate Your Enterprise AI Use Case

Already decided on HPE GreenLake for infrastructure? Add governed business agent orchestration on top — with EU AI Act alignment, flat per-seat pricing, and first-class SaaS connectors without touching your infrastructure layer.

View VDF AI Products