Adaptive Computing
Adaptive Computing builds workload management and orchestration software for high-performance computing environments, offering the Moab HPC Suite, Adaptive Cluster Manager, TORQUE, and the Heidi AI cloud platform to national labs, universities, defense primes, enterprises, and healthcare organizations.
- Company typePrivate
- Founded2001
- HeadquartersProvo, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Adaptive Computing does
Adaptive Computing is a privately held U.S. software company founded in 2001 that builds workload management and orchestration software for high-performance computing (HPC) environments. Its product portfolio centers on four offerings: Moab HPC Suite for enterprise job scheduling and resource optimization, Adaptive Cluster Manager for on-premises and hybrid cluster administration, TORQUE Resource Manager as an open-source batch scheduler, and Heidi AI, a cloud-based supercomputing platform launched in 2024 that exposes GPU and CPU compute on a consumption basis. Technically, the stack provides intelligent job scheduling with policy-based management, automated workload balancing, cloud bursting to AWS, Azure, and GCP, heterogeneous hardware support across NVIDIA, Intel, AMD, Dell, and HPE environments, SOC 2 Type II security, and a 99.9% uptime SLA on Heidi AI.
The company serves a diversified base spanning U.S. national laboratories (Oak Ridge, Lawrence Livermore, Argonne, Sandia, Los Alamos), government and defense (NASA, CERN, Walter Reed, Missile Defense Agency), Fortune 500 enterprises (Lockheed Martin, BAE Systems, Northrop Grumman, Cadence Design Systems, Westinghouse Electric, Renaissance Technologies, Hitachi Energy, Bombardier, 3Pillar Global), universities (Stanford, MIT, University of Chicago, Johns Hopkins APL, Embry-Riddle, McGill), and healthcare organizations (Natera, Danish Data Health Agency). Go-to-market is a consultative enterprise model with quote-based custom pricing, dedicated inside-sales response (24-hour SLA), and a self-service free trial on Heidi AI for academic and evaluation use cases. Reported scale metrics include thousands of customer organizations, millions of jobs managed per month with sub-second scheduling decisions across thousands of nodes and hundreds of thousands of cores, and customer-reported outcomes such as up to 47% cluster utilization improvement and 63% acceleration in DNA sequencing analysis.
Revenue mechanics combine subscription licensing for Moab HPC Suite, Adaptive Cluster Manager, and TORQUE enterprise support with usage-based pricing on Heidi AI and professional services revenue from HPC specialists. The company is founder-led, with David B. Jackson as founder and CTO and Arthur L. Allen as President and CEO; it has raised approximately $23M in disclosed equity funding between 2010 and 2014 (Intel Capital, EPIC Ventures, Tudor Growth Equity, and In-Q-Tel) and has not announced subsequent capital events, suggesting cash-generative operations. The strategic posture in recent years has been a measured pivot from on-premises HPC licensing toward a cloud-native, multi-cloud orchestration model via Heidi AI and its AWS, Azure, and Google Cloud technology partnerships.
Adaptive Computing firmographics
Firmographics- Name
- Adaptive Computing
- Legal name
- Adaptive Computing
- Website
- https://adaptivecomputing.com
- Company type
- Private
- Founded year
- 2001
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Adaptive Computing builds workload management and orchestration software for high-performance computing environments, offering the Moab HPC Suite, Adaptive Cluster Manager, TORQUE, and the Heidi AI cloud platform to national labs, universities, defense primes, enterprises, and healthcare organizations.
- Ownership category
- akta.pro rank
Adaptive Computing industry classification
Industry- Product category
- High-Performance Computing Workload Management Software
- NAICS
- Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- HPC-as-a-Product / On-Prem Managed HPC (Integrated Hardware + Ops) (HDACAOAK)
- akta.pro secondary industries
- AI/HPC Converged Systems (Hybrid Training/Simulation) (HDACAOAD), Hybrid Cloud Storage & Backup Infrastructure (HDABAMAG)
Keywords
Where Adaptive Computing is headquartered
LocationHeadquarters
- HQ city
- Provo
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Adaptive Computing business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- Heidi AI Cloud Platform: Cloud-based supercomputing platform with consumption-based pricing model. Customers pay only for compute resources used with on-demand scaling. Flexible consumption model aligned with pay-as-you-go pricing.
- Enterprise Software Licensing (Moab HPC Suite, Adaptive Cluster Manager): Enterprise workload management and cluster management solutions sold as software licenses. Includes intelligent scheduling, performance analytics, multi-cluster support, and high availability architecture.
- TORQUE Resource Manager: Open-source resource manager with enterprise support and services available as paid offering. Provides batch job control, distributed compute resource management, and heterogeneous hardware support.
- Professional Services & Support: Dedicated technical support from HPC specialists with deep technical expertise. Academic pricing and flexible licensing for educational institutions. Custom pricing based on projected usage, scale, and feature requirements.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Usage-based | Pay-as-you-go | Heidi AI consumption-based pricing |
| Subscription | Annual | Academic/Educational pricing |
| Subscription | Annual | Enterprise custom pricing |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels6 records
Adaptive Computing product offering
Product offeringCore offering
Adaptive Computing develops and sells workload management software for high-performance computing (HPC) and AI environments. Its product portfolio includes the Heidi AI cloud-based supercomputing platform, the Moab HPC Suite for enterprise job scheduling, the Adaptive Cluster Manager for on-premises and hybrid cluster administration, and the TORQUE open-source resource manager. Customers are enterprises, government and research agencies, universities, and healthcare organizations that need to schedule, allocate, and optimize compute resources at scale.
Product overview
Adaptive Computing offers a comprehensive portfolio of four core products designed for AI, HPC, and workload management. The flagship cloud platform, Heidi AI, provides on-demand access to enterprise-grade supercomputing resources without infrastructure complexity. Moab HPC Suite delivers intelligent enterprise workload management and job scheduling for HPC environments. Adaptive Cluster Manager unifies on-premises and hybrid cluster administration with automated provisioning and cloud bursting. TORQUE Resource Manager is an open-source solution for batch job control and distributed compute resource management. Together, these products address demanding computational challenges across on-premises, cloud, and hybrid environments for education, enterprise, healthcare, and government sectors.
Differentiator
Problem solved
Functional benefit
Brands
- Heidi AI: Cloud-based supercomputing platform that democratizes access to artificial intelligence and high-performance computing resources.
- Moab HPC Suite
- Adaptive Cluster Manager
- TORQUE Resource Manager
Products and services
- Heidi AI Cloud-based supercomputing platform that democratizes access to artificial intelligence and high-performance computing resources. Provides on-demand access to enterprise-grade GPU and CPU computing resources through an intuitive web interface without infrastructure complexity. SOC 2 Type II certified with a 99.9% uptime SLA.
- Moab HPC Suite Enterprise workload management and job scheduling solution for high-performance computing environments. Optimizes resource utilization and maximizes cluster efficiency with intelligent automation, policy-based management, multi-cluster support, and high availability architecture. Delivers up to 47% increase in cluster utilization.
- Adaptive Cluster Manager Comprehensive cluster management solution for on-premises and hybrid HPC environments. Unifies administration and monitoring of complex computing infrastructure with rapid deployment, automated provisioning, real-time health monitoring, and policy-driven cloud bursting to AWS, Azure, or GCP.
- TORQUE Resource Manager Open-source resource manager providing control over batch jobs and distributed computing resources. Provides batch job control, distributed compute resource management, and heterogeneous hardware support including GPUs and specialized accelerators. Available with enterprise support subscriptions.
Quantifiable outcome
- Cluster utilization increase of up to 47% through intelligent workload scheduling
- +2 more outcomes
Companies that use Adaptive Computing
Customer profileNamed customers17 records
Segments4 records
Ideal customer profiles4 records
Adaptive Computing technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability5 records
Feature6 records
Adaptive Computing partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered core and supporting.
- AWS (Amazon Web Services)coreTechnology partner providing cloud infrastructure for Heidi AI platform. Enables cloud bursting capabilities allowing automatic provisioning of compute resources when on-premises capacity is exhausted.
- Microsoft AzurecoreTechnology partner providing cloud infrastructure for hybrid cloud environments. Policy-driven automated bursting to Azure enabled through Adaptive Cluster Manager.
- Google CloudcoreTechnology partner providing cloud infrastructure for cloud-native supercomputing platform. Part of multi-cloud strategy enabling deployment flexibility.
- NVIDIAcoreGPU technology partner providing hardware acceleration for AI and HPC workloads. Heidi AI platform supports NVIDIA GPUs for machine learning training and inference workloads.
- IntelsupportingTechnology partner for CPU compute infrastructure. Supports heterogeneous hardware environments with Intel-based compute nodes.
- AMDsupportingTechnology partner providing alternative CPU and GPU options for HPC environments. Supports heterogeneous hardware architectures.
- Dell TechnologiessupportingHardware partner for enterprise HPC infrastructure solutions. Enables on-premises cluster deployments.
- HPE (Hewlett Packard Enterprise)supportingHardware partner for HPC infrastructure. Supports enterprise cluster deployments with proven hardware platforms.
- Leading Cloud Provider (unnamed)coreStrategic partnership announcement referenced in press releases as expanding global infrastructure for Heidi AI platform. Specific partner name not disclosed in available sources.
Scale indicators6 records
Recent moves6 records
Expansion highlights5 records
Adaptive Computing competitors and assessment
Company assessmentDirect peers
- Penguin Solutions: HPC and AI infrastructure provider offering hardware plus software-defined HPC cluster management. Overlaps with Adaptive's on-prem Adaptive Cluster Manager deployments and is a listed logo customer, illustrating the partner/competitor dynamic.
- SchedMD (Slurm Workload Manager): Primary commercial steward of Slurm, the leading open-source HPC workload manager. Directly comparable to Adaptive's Moab HPC Suite and TORQUE offerings; competes for the same HPC scheduler slot in research and enterprise HPC environments.
- Rescale: Cloud HPC platform offering on-demand compute with workload orchestration for simulation and AI. Most direct cloud-native analog to Adaptive's Heidi AI in serving enterprise engineering and research customers.
- Altair (PBS Pro / PBS Works): Provides PBS Pro, one of the main commercial HPC workload managers and cluster orchestration suites. Closely competes with Moab HPC Suite and Adaptive Cluster Manager across government labs, academia, and manufacturing HPC users.
Broad incumbents
- Microsoft Azure CycleCloud: Azure's HPC cluster orchestration and bursting service. Directly comparable to Adaptive Cluster Manager's hybrid cloud-bursting capabilities and to Heidi AI's Azure integration.
- AWS Batch / AWS ParallelCluster: Amazon's native HPC orchestration services. Competes with Heidi AI and Moab for cloud HPC scheduling and is simultaneously a core technology partner through Adaptive's AWS cloud-bursting integration.
- IBM Spectrum LSF: IBM's enterprise HPC workload manager used at many large commercial and research sites. Competes head-to-head with Moab in HPC scheduling; benefits from IBM's broader software and hardware stack.
Emerging players
- CoreWeave: GPU-first cloud provider built for AI/HPC workloads. Competes with Heidi AI on access to on-demand GPU compute, though CoreWeave is infrastructure-only and would partner with rather than replace Adaptive's orchestration layer.
- Vultr / Vantage (HPC focused cloud): Cloud provider with HPC-tuned instances and clusters. Competes with Heidi AI in the on-demand GPU/CPU cloud HPC market for price-sensitive enterprise and research buyers.
- Run:ai (NVIDIA): Kubernetes-based GPU orchestration and scheduling platform acquired by NVIDIA. Competes with Heidi AI's GPU resource management and Moab's scheduling in AI/HPC workloads, particularly for ML training fleets.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Adaptive Computing social profiles
Digital presenceAdaptive Computing compliance and trust
Trust signalCompliance1 record
Adaptive Computing financial estimates
Financial estimateRevenue estimate
Valuation estimate
Adaptive Computing leadership team
Management profileNumber of profiles
Profiles4 records
Adaptive Computing funding detail
Funding detailFunding overview
Funding rounds3 records
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Adaptive Computing M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Adaptive Computing
What does Adaptive Computing do?
Adaptive Computing develops and sells workload management software for high-performance computing (HPC) and AI environments. Its product portfolio includes the Heidi AI cloud-based supercomputing platform, the Moab HPC Suite for enterprise job scheduling, the Adaptive Cluster Manager for on-premises and hybrid cluster administration, and the TORQUE open-source resource manager. Customers are enterprises, government and research agencies, universities, and healthcare organizations that need to schedule, allocate, and optimize compute resources at scale.
Is Adaptive Computing a public or private company?
Adaptive Computing is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Adaptive Computing founded?
Adaptive Computing was founded in 2001. It employs 11 to 50 people.
Where is Adaptive Computing based?
Adaptive Computing is headquartered in Provo, United States, in the North America region.
How does Adaptive Computing make money?
Four revenue lines are on record. Heidi AI Cloud Platform is the primary driver. The others are enterprise Software Licensing (Moab HPC Suite, Adaptive Cluster Manager), TORQUE Resource Manager and professional Services & Support.
Who are Adaptive Computing's main competitors?
Direct peers on record are Penguin Solutions, SchedMD (Slurm Workload Manager), Rescale and Altair (PBS Pro / PBS Works). Broad incumbents are Microsoft Azure CycleCloud, AWS Batch / AWS ParallelCluster and IBM Spectrum LSF. Emerging players are CoreWeave, Vultr / Vantage (HPC focused cloud) and Run:ai (NVIDIA).
Does Adaptive Computing have an API?
Yes. API for integrating Adaptive Computing solutions with existing systems and workflows. Provides complete reference for developers to programmatically interact with HPC and AI infrastructure.
What industry is Adaptive Computing in?
Adaptive Computing's product category is High-Performance Computing Workload Management Software. Its primary akta.pro industry code is HDACAOAK, HPC-as-a-Product / On-Prem Managed HPC (Integrated Hardware + Ops), with a secondary code of HDACAOAD, AI/HPC Converged Systems (Hybrid Training/Simulation). Its NAICS code is 5132 and its SIC code is 7372.