Corvex

What Corvex does

Corvex is an AI cloud computing company that builds GPU-accelerated infrastructure and confidential computing services for AI workloads. The company became public on NASDAQ under ticker MOVE in March 2026 through an all-stock reverse merger with Movano Inc., in which pre-merger Corvex stockholders retained approximately 96.2% ownership. Headquartered in Arlington, Virginia and Delaware-incorporated, Corvex operates with an 11-50 employee headcount focused on AI infrastructure rather than consumer or enterprise software outside that scope.

The platform centers on the AmplifiedAI Cloud, comprising the AI Factory (deployments from 1,000 to 100,000 GPUs), GPU Clusters built on NVIDIA H200, B200, B300, and GB200 NVL72 silicon deployed via bare metal, Kubernetes, or SLURM in Tier III+ data centers with N+N/N+1 redundancy across power, UPS, generators, cooling, and network. The differentiating layer is Corvex Confidential Computing, which leverages NVIDIA Confidential Computing and Intel TDX Trusted Execution Environments to provide patent-pending Secure Model Weights protection, enabling AI builders to run inference on third-party infrastructure without exposing proprietary model weights. Adjacent offerings include the Corvex Ignite Inference Engine, an Inference-as-a-Service reserved private endpoint product, and the announced Token Factory platform.

Corvex monetizes via four streams: subscription-based GPU cluster leasing (multi-year reserved contracts), usage-based inference priced in predictable GPU-hours rather than tokens, managed confidential computing services, and on-premise GPU solutions. Go-to-market is enterprise-direct with white-glove engineering support, targeting three primary segments: AI model builders and AI natives, regulated enterprises (healthcare, finance), and federal and sovereign entities via a Washington D.C.-based sales team. Compliance certifications include SOC2 Type II and HIPAA. Q1 2026 stub-period revenue of $510,000 against $4.4M deferred revenue and $29.3M cash suggests a very early commercial stage following the public listing.

Name

Corvex

Legal name

Corvex, Inc.

Website

https://corvex.ai

Company type

Public

Founded year

2026

Operating status

Operating

Headcount range

11–50 employees

Short description

Corvex is a public AI cloud computing company providing GPU-accelerated infrastructure and patent-pending confidential computing services to AI model builders, regulated enterprises, and federal customers using NVIDIA H200/B200/B300 GPUs in Tier III+ data centers.

Ownership category

akta.pro rank

Product category

AI Cloud Infrastructure

NAICS

Computer Systems Design and Related Services (5415), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518)

SIC

Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro industry

PRIMARYHDAAAAAK

AI Compute Cloud & GPU-as-a-Service

Hardware, Technology & Telecom/Artificial Intelligence & Machine Learning/AI Infrastructure & Compute (GPUs/ASICs, accelerators)

SECONDARYHDACABAG

GPU-Accelerated & AI Training/Inference Servers

Hardware, Technology & Telecom/Computing Hardware & Peripherals/Servers & Enterprise Compute Systems

SECONDARYHDAAAAAG

AI Compute Virtualization & Scheduling (GPU virtualization, cluster schedulers)

Hardware, Technology & Telecom/Artificial Intelligence & Machine Learning/AI Infrastructure & Compute (GPUs/ASICs, accelerators)

SECONDARYHDAAAAAI

AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers)

Hardware, Technology & Telecom/Artificial Intelligence & Machine Learning/AI Infrastructure & Compute (GPUs/ASICs, accelerators)

SECONDARYHDAAAAAH

AI Datacenter Power, Cooling & Racks (liquid cooling, power delivery)

Hardware, Technology & Telecom/Artificial Intelligence & Machine Learning/AI Infrastructure & Compute (GPUs/ASICs, accelerators)

Keywords

• GPU cloud infrastructure
• AI cloud computing
• Confidential computing
• GPU-as-a-service
• AI inference platforms

Headquarters

HQ city

Arlington

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Infrastructure, Supply Chain, Personnel, Marketing or Sales, Operations

Revenue model

1. GPU-as-a-Service (AI Factory): Industrial-scale GPU computing with 1K-100K GPUs for model training and fine-tuning. Provides reserved clusters, managed Kubernetes platform, and on-premise GPU solutions.
2. Inference-as-a-Service: Single-tenant GPU inference with reserved private endpoints. Predictable GPU-hour pricing that beats per-token costs for workloads over 100k tokens/min. Features 42% lower TTFT than shared inference.
3. Confidential Computing Services: Hardware-enforced security services including Secure Model Weights protection for sensitive AI workloads. Available as managed cloud or downloadable software for on-premise deployment.
4. GPU Cluster Leasing: Long-term dedicated GPU cluster deployments including hyperscaler-class managed Kubernetes platform and secure on-premise GPU solutions.

Pricing tiers

Go-to-market motion2 records

Distribution channels2 records

Marketing channels6 records

Core offering

Corvex provides GPU-accelerated AI cloud computing infrastructure under its AmplifiedAI Cloud platform, featuring GPU clusters with NVIDIA H200/B200/B300/GB200 GPUs, industrial-scale AI Factory deployments (1K-100K GPUs), and Inference-as-a-Service with reserved private endpoints. The company's flagship differentiator is confidential computing with the patent-pending Secure Model Weights solution, which uses hardware-enforced Trusted Execution Environments to protect AI model weights during inference on third-party GPU infrastructure.

Product overview

Corvex operates as a platform-plus-modules architecture offering GPU-accelerated AI cloud computing infrastructure. The core AmplifiedAI Cloud platform consists of AI Factory for industrial-scale computing (1K-100K GPUs), GPU Clusters for high-density compute, and Inference-as-a-Service for reserved private endpoints. Security-focused modules include Confidential Computing (CorvexConfidential) with its Secure Model Weights and Secure Inference sub-modules. Additional offerings include the Corvex Ignite Inference Engine for cost-optimized inference and the upcoming Token Factory platform. All offerings run on NVIDIA H200/B200/B300 GPUs in Tier III+ data centers with SOC2 and HIPAA compliance.

Differentiator

Problem solved

Functional benefit

Products and services

• AmplifiedAI Cloud Corvex's flagship AI cloud platform delivering scalable GPU workloads with industrial-grade performance, security, and managed operations, providing GPU-accelerated infrastructure for AI workloads including training, fine-tuning, and inference.
• AI Factory Industrial-scale AI computing platform supporting deployments from 1,000 to 100,000 GPUs for frontier AI model training and large-scale compute workloads at hyperscaler scale with white-glove managed operations.
• GPU Clusters High-density GPU compute clusters featuring the latest generation NVIDIA GPUs (H200, B200, B300) with fast networking, enterprise-grade reliability, and flexible deployment options including bare metal, Kubernetes, or SLURM in Tier III+ data centers.
• Inference-as-a-Service Reserved private endpoint GPU inference service for teams requiring predictable performance, with dedicated GPU-hour economics, ultra-low latency (42% lower TTFT via custom SGLang optimizations), multi-model sharing on the same reserved hardware, and SOC2 Type II/HIPAA compliance with zero payload retention.
• Confidential Computing (CorvexConfidential) Hardware-enforced security platform providing verifiable protection for sensitive AI workloads using Trusted Execution Environments (TEEs), remote attestation, and cryptographic isolation, covering Confidential VM and managed Kubernetes deployments.
• Secure Model Weights Patent-pending hardware-enforced cryptographic protection for AI model weights during inference on third-party GPU infrastructure, using NVIDIA Confidential Computing and TEEs to keep model weights cryptographically isolated within GPU memory, with post-quantum ML-KEM key exchange.
• Corvex Ignite Inference Engine High-performance inference platform designed to dramatically reduce cost per token and improve time-to-first-token (TTFT), enabling AI model builders to optimize spend and scale inference workloads cost-effectively.

Quantifiable outcome

• 42% lower TTFT (time-to-first-token) than shared inference via custom SGLang optimizations
• +2 more outcomes

Named customers1 record

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature5 records

Partnerships

Two partnerships are on record, tiered core.

• NVIDIAcoreTechnology or IntegrationCorvex is an official NVIDIA Cloud Partner with preferential GPU access. The company deploys NVIDIA H200, B200, B300, and GB200 NVL72 GPUs in its AI infrastructure. NVIDIA confidential computing technology (Hopper/Blackwell CC mode) is a core component of Corvex's Secure Model Weights protection.
• IntelcoreTechnology or IntegrationCorvex leverages Intel TDX (Trust Domain Extensions) for node attestation in its confidential computing solutions. Intel TDX produces hardware attestation reports for each node as part of the remote attestation process before releasing encryption keys.

Scale indicators9 records

Recent moves6 records

Expansion highlights5 records

Emerging players

• Vast.ai: Vast.ai operates a peer-to-peer GPU rental marketplace for AI training and inference. Overlaps with Corvex on GPU rental economics but uses a fundamentally different supply model.
• RunPod: RunPod offers on-demand and reserved GPU instances aimed at AI developers and startups. Comparable on Inference-as-a-Service and small-to-mid reserved GPU cluster deployments, though typically smaller scale than Corvex.

Direct peers

• Lambda Labs: Lambda is a GPU cloud provider offering reserved NVIDIA GPU clusters and on-demand inference, closely aligned with Corvex's GPU Clusters and Inference-as-a-Service products. Comparable target customers include AI startups and enterprises.
• Together AI: Together AI provides GPU cloud capacity for open-source model inference and training, including reserved endpoints. Direct peer on inference pricing and reserved private endpoint economics.
• CoreWeave: CoreWeave is the leading independent GPU-as-a-service cloud provider built on NVIDIA hardware. It is the most direct comparable to Corvex's AI Factory/GPU Clusters offering for AI training and inference workloads at industrial scale.
• Crusoe: Crusoe operates large-scale, energy-optimized AI data centers and GPU cloud infrastructure for training and inference, with a similar emphasis on industrial-scale (1K+ GPU) deployments. Shares the 'AI factory' positioning with Corvex.

Others

• TeraWulf: TeraWulf is a vertically integrated, energy-from-land crypto and HPC/AI infrastructure operator with a publicly disclosed board connection to Corvex (CFO Patrick Fleury). Provides context on publicly traded AI/HPC infrastructure peers and capital formation patterns.

Broad incumbents

• Oracle Cloud Infrastructure (OCI): Oracle OCI offers bare-metal GPU instances and OCI Supercluster for AI workloads at scale, with security and government-customer focus. Comparable on enterprise and federal AI infrastructure positioning against Corvex.
• Equinix: Equinix provides colocation and interconnection for AI workloads via dedicated GPU-equipped data centers. Overlaps with Corvex on Tier III+ data center footprint and enterprise deployment support, though business model is colocation not GPU-as-a-service.
• NVIDIA DGX Cloud: NVIDIA's own DGX Cloud offers fully managed NVIDIA AI infrastructure through hyperscaler partners. Directly competes with Corvex's AmplifiedAI Cloud while also being a strategic partner (the NVIDIA Cloud Partner program).

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/corvex_ai
• LinkedInlinkedin.com/company/corvexai

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles12 records

Funding overview

Funding rounds2 records

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A1 record

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Corvex