What Parallel Works does

Parallel Works, founded in 2015 as a spin-out of Argonne National Laboratory and headquartered in Chicago, sells the ACTIVATE platform — a unified hybrid multi-cloud control plane that provisions, orchestrates, and governs high-performance computing (HPC) and AI workloads across on-premises clusters, AWS, Azure, Google Cloud, Oracle Cloud Infrastructure, OpenStack, and Kubernetes environments. ACTIVATE is composed of modules for control (visibility and governance), cluster (dynamic HPC provisioning with Slurm/PBS scheduler support), access (enterprise SSO, CAC/PIV, web terminals), workflow (visual pipeline orchestration), storage (Lustre, NFS, cloud object), apps (JupyterLab, VSCode, RStudio, MATLAB), and Kubernetes; an ACTIVATE AI module adds a vendor-neutral gateway to multiple large language model providers with token budgeting and governance. A separately branded ACTIVATE High Security Platform (HSP) variant holds DoD Impact Level 5 Authority to Operate and is deployed at hpcmp.hsp.mil for CUI and ITAR workloads.

The company monetizes ACTIVATE through SaaS/PaaS subscriptions, usage-based compute billing across cloud and GPU neocloud providers, and AI gateway token-governance services, with pricing disclosed only through enterprise sales motions (Schedule Demo and Contact Sales). Go-to-market combines enterprise field sales targeting DoD, federal agencies, and research institutions with a self-serve SaaS motion (activate.parallel.works), supplemented by channel partners including Core Micro Systems for APAC and ecosystem alliances with Hammerspace, Tesoro VC, and GPU neoclouds. Customer concentration is heavily weighted toward U.S. government and defense (DoD HPCMP, Naval Research Laboratory, Defense Innovation Unit, NOAA) alongside a small set of named enterprise and research accounts (Orion Space Solutions, Albert Einstein College of Medicine, FutureTech), with the platform reporting 50+ organizations and 10M+ compute hours executed.

Name

Parallel Works

Legal name

Parallel Works, Inc.

Website

https://parallelworks.com

Company type

Private

Founded year

2015

Operating status

Operating

Headcount range

11–50 employees

Short description

Parallel Works provides the ACTIVATE hybrid multi-cloud control plane for provisioning, orchestrating, and governing HPC and AI workloads across hyperscalers, on-premises clusters, and Kubernetes. It serves U.S. defense agencies (DoD HPCMP, DIU, NOAA), research institutions, and enterprises, with an IL5-authorized variant for ITAR and CUI workloads.

Ownership category

akta.pro rank

Product category

Cloud Infrastructure Management for HPC and AI Workloads

NAICS

Computer Systems Design and Related Services (5415), Computer Facilities Management Services (541513), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)

SIC

Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371)

akta.pro primary industry

Hybrid Cloud Compute & Virtualization Stack (HCI/VMs/Kubernetes) (HDABAMAF)

akta.pro secondary industries

Infrastructure Automation & Configuration Management (IaC) (HDABABAF), AI Compute Virtualization & Scheduling (GPU virtualization, cluster schedulers) (HDAAAAAG)

Keywords

• Hybrid cloud computing
• HPC workload management
• AI governance platform
• Multi-cloud orchestration
• High performance computing

Headquarters

HQ city

Chicago

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. ACTIVATE Platform SaaS/PaaS Subscription: Cloud-based platform access subscription providing unified HPC and AI workload management across hybrid multi-cloud environments. Sold as a SaaS/PaaS with subscription pricing. The platform's IL5-authorized HSP variant targets DoD and defense contractors with government-compliant cloud computing.
2. Usage-Based Compute: Usage-based billing for cloud compute resources (GPU/CPU clusters) provisioned through the platform. Organizations pay for actual compute consumption, with cost tracking by project, team, or user. Includes spot/preemptible instance optimization for cost reduction.
3. AI Token/Governance Services: AI gateway services providing token budgeting, cost chargeback, and governance controls across multiple LLM providers. Revenue tied to AI token consumption and governance feature adoption within ACTIVATE AI.

Go-to-market motion4 records

Distribution channels4 records

Marketing channels8 records

Core offering

Parallel Works sells the ACTIVATE platform, a SaaS/PaaS hybrid multi-cloud control plane that provisions, orchestrates, governs and monitors HPC and AI compute workloads across on-premises clusters and AWS, Azure, GCP, Oracle Cloud and OpenStack environments. Offerings include the ACTIVATE control plane with cluster, workflow, storage, access, apps and Kubernetes modules, the ACTIVATE AI vendor-neutral LLM gateway with token budgeting, and the IL5-ATO authorized ACTIVATE High Security Platform for DoD and defense workloads.

Product overview

Parallel Works offers ACTIVATE, a scalable hybrid multi-cloud platform for HPC and AI compute management. The platform consists of a core unified control plane with integrated modules: Control (visibility/governance), Cluster (HPC provisioning), Access (secure connectivity), Workflow (orchestration), Storage (data management), Apps (interactive sessions), and Kubernetes (cluster attachment). ACTIVATE AI is a dedicated enterprise AI gateway module providing vendor-neutral access to multiple AI providers with built-in governance and cost control. The High Security Platform (HSP) is an IL5-authorized variant for DoD and defense workloads. The platform supports AWS, Azure, GCP, Oracle Cloud, and OpenStack infrastructure with native schedulers (Slurm, PBS) and integrates with enterprise identity providers (SAML, OIDC, LDAP). Additional tools include a CLI and REST API for programmatic access.

Differentiator

Problem solved

Functional benefit

Brands

• ACTIVATE: The company's flagship scalable hybrid multi-cloud platform for HPC and AI compute management that unifies user experience, financial transparency, and workload mobility across any infrastructure.
• ACTIVATE AI
• ACTIVATE High Security Platform (HSP)

Products and services

• ACTIVATE Platform SaaS/PaaS hybrid multi-cloud control plane that simplifies access to compute resources across on-premises clusters and AWS, Azure, GCP, OCI and OpenStack. Provides real-time resource monitoring, cost tracking, policy-based governance, workflow orchestration, and unified workload mobility without rearchitecting. Targeted at DoD, federal agencies, large enterprises and research institutions.
• ACTIVATE AI Enterprise AI gateway providing vendor-neutral access to OpenAI, Anthropic, Azure OpenAI, AWS Bedrock, Mistral, DeepSeek and any OpenAI-compatible endpoint (including vLLM, Ollama, NVIDIA NIM). Features token budgeting, real-time cost control, organization-level governance, and chargeback across AI, compute and storage for enterprise, government and defense buyers.
• ACTIVATE High Security Platform (HSP) IL5-authorized hybrid multi-cloud control plane purpose-built for the DoD, defense contractors and national laboratories. Provides Authority to Operate at Impact Level 5 for CUI and ITAR workloads, CAC/YubiKey authentication, real-time cost controls, monthly vulnerability scanning and 24/7 security monitoring. Deployed at hpcmp.hsp.mil for the DoD High Performance Computing Modernization Program.
• Parallel Works API RESTful API providing programmatic access to ACTIVATE platform capabilities with 30+ endpoint categories (AI Chat, AI Gateway, AI Providers, Allocations, Clusters, Kubernetes, Workflows, Storage, Authentication and more). Supports basic, bearer and cookie authentication for automation and integration use by developers and IT teams.

Quantifiable outcome

• 10x faster time-to-science compared to traditional HPC procurement and setup
• +4 more outcomes

Named customers7 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration46 records

AI capability7 records

Feature11 records

Partnerships

Ten partnerships are on record, tiered core, minor and flagship.

• Tesoro VCcoreStrategic or Co-development Partner · 9 February 2026Tesoro VC and Parallel Works announced a strategic ecosystem partnership to accelerate innovation in AI, semiconductors, and high-performance computing. Tesoro VC's accelerator startups gain access to Parallel Works' HPC, GPU, and hybrid cloud resources, enabling teams to focus on product development with a consistent compute framework, built-in cost controls, and repeatable workflows.
• Trillion Parameter ConsortiumminorStrategic or Co-development Partner · 5 January 2026Parallel Works joined the Trillion Parameter Consortium to advance large-scale generative AI for science and engineering discovery. Membership underscores the company's commitment to enabling scalable and collaborative AI for scientific discovery.
• VultrcoreTechnology or Integration · 28 July 2025Vultr and Parallel Works partnered to simplify AI and simulation workflows across clouds. Vultr is listed as a GPU Neocloud partner alongside Voltage Park, Valdi, and Canopy Wave, integrated as infrastructure providers within the ACTIVATE platform for GPU compute resources.
• Core Micro Systems Inc.coreChannel Partner/ Reseller/ Distributor · 24 June 2025Core Micro Systems signed a strategic partnership to deliver the ACTIVATE hybrid/multicloud control plane for the HPC/AI market. Core Micro Systems acts as a reseller and integrator for Parallel Works' platform, specifically targeting Japan and Asia-Pacific enterprise and government customers.
• HammerspacecoreTechnology or Integration · 10 October 2024Hammerspace and Parallel Works unveiled a unified compute and data orchestration solution for hybrid and multi-cloud HPC and AI workloads. The partnership enables customers to orchestrate and run HPC and AI workloads across decentralized compute clusters with integrated data orchestration capabilities.
• Defense Innovation Unit (DIU)flagshipStrategic or Co-development Partner · 31 July 2024DIU selected Parallel Works alongside Rescale to provide on-demand virtual supercomputers for DoD through a cloud computing contract. DIU program manager Al Williams stated that DIU helped HPCMP add two new-to-DoD vendors with hybrid multi-cloud HPC capabilities.
• AWS (Amazon Web Services)coreTechnology or IntegrationAWS is a core cloud provider integrated with ACTIVATE for cluster provisioning and compute resources. AWS GovCloud is specifically supported for government and defense workloads within the IL5-authorized HSP environment.
• Microsoft AzurecoreTechnology or IntegrationAzure is a core cloud provider integrated with ACTIVATE. Azure Government and Azure OpenAI are specifically supported, with Azure OpenAI fully integrated into the ACTIVATE AI gateway for governance and token budgeting.
• Google Cloud Platform (GCP)coreTechnology or IntegrationGCP is a core cloud provider integrated with ACTIVATE. Google Public Sector is specifically supported for government workloads, and AWS Bedrock support enables multi-cloud AI governance.
• Oracle Cloud Infrastructure (OCI)coreTechnology or IntegrationOracle Cloud Infrastructure is integrated with ACTIVATE for cluster provisioning, object storage buckets, and NFS file storage. Oracle became generally available in June 2026 as a fully supported cloud provider.

Scale indicators6 records

Recent moves7 records

Expansion highlights6 records

Direct peers

• Rescale: Rescale is the closest direct competitor to Parallel Works, offering a cloud HPC and AI orchestration platform with deep enterprise and DoD presence. DIU selected Rescale alongside Parallel Works for on-demand virtual supercomputers for DoD, making them a head-to-head competitor for defense HPC modernization contracts.

Broad incumbents

• CoreWeave: CoreWeave is a large, well-funded GPU cloud provider purpose-built for AI and HPC workloads. While CoreWeave focuses on providing raw GPU compute, it increasingly offers orchestration and managed services that overlap with Parallel Works' ACTIVATE Cluster and ACTIVATE AI modules, especially for AI training and inference customers.
• Vultr: Vultr is a global cloud infrastructure provider and a Parallel Works partner (integrated as a GPU neocloud within ACTIVATE). It is comparable as a low-cost alternative for HPC and AI compute provisioning, and partnership status means it both complements and competes for the underlying compute layer.
• HashiCorp (IBM): HashiCorp's Terraform, Vault, and Nomad are widely used for infrastructure automation, multi-cloud provisioning, and policy-based governance—core functional areas of ACTIVATE. As an IBM company, it represents a much larger, well-capitalized incumbent in adjacent infrastructure orchestration categories.
• Amazon Web Services (AWS ParallelCluster / HPC solutions): AWS provides native HPC offerings (AWS ParallelCluster, Batch) and is also a key infrastructure partner integrated into ACTIVATE. The hyperscaler's native capabilities represent a structural competitive threat to third-party orchestration for customers already standardized on AWS, though Parallel Works differentiates via multi-cloud and IL5 authorization.

Emerging players

• Lambda Labs: Lambda provides GPU cloud infrastructure and workstations targeted at AI/ML workloads. It is comparable to Parallel Works' HPC/AI compute provisioning and management capabilities, though it lacks the multi-cloud hybrid control plane, IL5 certification, and integrated AI gateway that ACTIVATE offers.
• Paperspace (DigitalOcean): Paperspace, now part of DigitalOcean, provides GPU cloud compute and orchestration for AI/ML workloads. It overlaps with ACTIVATE's cluster provisioning and interactive apps (JupyterLab/VSCode) modules, particularly for developers and small-to-mid research teams.
• RunPod: RunPod offers GPU cloud compute and serverless AI inference. It is comparable to ACTIVATE's AI gateway and cluster provisioning for AI workloads, though it focuses on individual developers and smaller teams rather than enterprise/government multi-cloud orchestration.
• Portkey AI: Portkey AI is an LLM gateway and observability platform that provides unified access, governance, and cost tracking across multiple model providers. It directly competes with ACTIVATE AI for the multi-provider LLM gateway use case in the enterprise market.
• OpenRouter: OpenRouter provides a unified API to access many LLM providers with a single OpenAI-compatible endpoint. It is comparable to ACTIVATE AI's vendor-neutral gateway functionality, though it focuses primarily on developer/model-routing rather than full enterprise governance and chargeback.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/parallel-works

Compliance7 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds2 records

Investors

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

M&A

Investments

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

Frequently asked questions about Parallel Works