Rescale
Rescale provides a cloud high-performance computing and AI-accelerated simulation platform that unifies compute, data, and AI for engineering and R&D organizations across aerospace, automotive, manufacturing, life sciences, government/defense, and semiconductor verticals, serving enterprise customers via subscription and usage-based pricing.
- Company typePrivate
- Founded2011
- HeadquartersSan Francisco, United States
- Headcount251–500
- GTM typeB2B
- OfferingSoftware
What Rescale does
Rescale, founded in 2011 and headquartered in San Francisco, operates a cloud high-performance computing (HPC) platform purpose-built for engineering simulation and AI-accelerated R&D. The platform unifies compute, data, and AI across more than 180 specialized hardware architectures and a catalog of over 1,250 pre-configured HPC and AI software applications, deployed natively on AWS, Azure, Google Cloud, and NVIDIA DGX Cloud infrastructure. Its core products are organized around four pillars: Intelligent HPC (elastic cloud compute with cloud bursting), Advanced Modeling & Simulation (workflow orchestration with Workflow Builder and AI Assistant), Agentic Digital Engineering (simulation-native AI agents for input validation, troubleshooting, report generation, and hardware benchmarking), and AI Physics (an operating system for surrogate modeling that transforms historical simulation data into predictive models with inference directly inside CAD tools such as Autodesk Alias and Blender).
The platform serves enterprise engineering and R&D organizations across aerospace, automotive, energy, life sciences, manufacturing, government/defense, semiconductor, and higher education. Named customers include Daikin Industries, McLaren Automotive, Boom Supersonic, General Motors, and the Defense Innovation Unit, with the company claiming that 9 of the top 10 global aerospace companies use its services. Rescale makes money through a mix of subscription-based enterprise agreements (annual billing with quote-based pricing) and usage-based core-hour compute billing with on-demand priority, low-priority economy, and reserved tiers. Go-to-market combines direct enterprise field sales with a product-led growth motion via free trial signup and a REST API (v2) for programmatic simulation management.
Rescale has raised over $260M in venture funding across multiple rounds, most recently a $115M Series D in April 2025 led by Applied Ventures and Atika Capital with participation from NVIDIA, Hitachi Ventures, the University of Michigan, and NEC Orchestrating Future Fund. Strategic alliances extend across NVIDIA (bidirectional investor/technology relationship), major cloud providers, simulation software vendors (ANSYS, Siemens), sustainable compute (Crusoe), quantum computing (IonQ), and GPU-native CFD (Flexcompute). The company's 2026 product strategy centers on unifying simulation, data, and AI into a single agentic digital engineering platform for AI-first product development.
Rescale firmographics
Firmographics- Name
- Rescale
- Legal name
- Rescale, Inc.
- Website
- https://rescale.com
- Company type
- Private
- Founded year
- 2011
- Operating status
- Operating
- Headcount range
- 251–500 employees
- Short description
- Rescale provides a cloud high-performance computing and AI-accelerated simulation platform that unifies compute, data, and AI for engineering and R&D organizations across aerospace, automotive, manufacturing, life sciences, government/defense, and semiconductor verticals, serving enterprise customers via subscription and usage-based pricing.
- Ownership category
- akta.pro rank
Rescale industry classification
Industry- Product category
- Cloud High-Performance Computing (HPC) for Engineering Simulation
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Computer Systems Design and Related Services (54151), 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), Services-Prepackaged Software (7372)
- akta.pro primary industry
- Managed Application Platforms (App PaaS & Runtime Services) (HDABAAAD)
- akta.pro secondary industries
- Enterprise PaaS (App Runtime & Managed Application Platforms) (HDAEAKAB), Model Hosting, Serving & Inference Platforms (HDAAACAB), Cloud Application Modernization & Refactoring (BPAEACAC)
Keywords
Where Rescale is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Rescale business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Infrastructure, Personnel, Marketing or Sales, Supply Chain
Revenue model
- Cloud HPC Platform Subscription: Subscription-based access to Rescale's cloud HPC platform providing compute resources, software management, workflow orchestration, and AI capabilities. Pricing based on compute usage (core-hours) and software licensing.
- Usage-Based Compute: Pay-as-you-go model for compute resources with on-demand priority and low-priority pricing options. Organizations pay per core-hour based on hardware type selected.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise licensing with customized pricing |
| Usage-based | Pay-as-you-go | Pay-as-you-go compute access |
Go-to-market motion1 record
Distribution channels3 records
Marketing channels8 records
Rescale product offering
Product offeringCore offering
Rescale provides a unified cloud-based Digital Engineering Platform that delivers on-demand high-performance computing (HPC), advanced modeling and simulation orchestration, agentic AI automation, and AI physics surrogate modeling to engineering and R&D organizations. The platform bundles 180+ hardware architectures and 1,250+ pre-configured simulation software applications behind a single interface, and is sold primarily through enterprise subscriptions and pay-as-you-go compute usage.
Product overview
Rescale offers a unified digital engineering platform built for the AI era, combining multiple integrated modules: Intelligent HPC (elastic cloud computing with 180+ hardware architectures and 1,250+ pre-configured software applications), Advanced Modeling & Simulation (automated simulation environment with Workflow Builder and AI Assistant), Agentic Digital Engineering (simulation-native AI agents for automating workflows), and AI Physics (operating system for surrogate modeling that transforms simulation data into fast predictive models). The platform is architected on NVIDIA AI infrastructure and integrates with CAD tools (Autodesk Alias, Blender), cloud storage (AWS S3, Azure Blob, SharePoint), and partners (NVIDIA DGX Cloud, IonQ quantum computing, Crusoe sustainable computing).
Differentiator
Problem solved
Functional benefit
Products and services
- Rescale Digital Engineering Platform A unified cloud-based platform that integrates high-performance computing, advanced modeling and simulation, agentic engineering, and AI physics to accelerate product development for engineering and R&D organizations across aerospace, automotive, energy, life sciences, government/defense, semiconductor, and manufacturing industries.
- Intelligent HPC Elastic, cloud-based HPC infrastructure that automatically scales to meet demand and optimizes configurations, with pre-configured applications eliminating setup work. Provides access to 180+ specialized hardware architectures and supports cloud bursting and migration workflows.
- Advanced Modeling & Simulation A unified, automated modeling and simulation environment providing workflow orchestration across the full simulation stack, eliminating configuration gaps. Includes Workflow Builder with drag-and-drop canvas and AI Assistant for guided execution, plus cost-performance optimization controls.
- Agentic Digital Engineering An agentic engineering solution that transforms expert simulation workflows into automated processes. Features a prebuilt Agent Library for input validation, troubleshooting, report generation, and hardware benchmarking, plus Agentic Workflows with agent nodes for controlled, multi-step orchestration.
- AI Physics An AI physics operating system that transforms historical simulation data into surrogate models for rapid predictions. Automates data preparation, model training, versioning, and deployment without requiring dedicated data science teams. Supports NVIDIA PhysicsNeMo and multistream transformers, with inference directly in CAD tools like Autodesk Alias and Blender.
- Rescale Data Intelligence Platform capability that harnesses modeling and simulation data to improve efficiency and accelerate innovation through automatic data capture and AI-driven decision-making across aerospace, automotive, and life sciences.
Quantifiable outcome
- 1,000x increase in simulation speed
- +9 more outcomes
Companies that use Rescale
Customer profileNamed customers5 records
Segments8 records
Ideal customer profiles4 records
Rescale technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration13 records
AI capability8 records
Feature8 records
Rescale partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered flagship and core.
- Daikin IndustriesflagshipDaikin Industries is building toward an AI-first R&D ecosystem on Rescale's platform. After deploying Rescale for cloud CAE and data intelligence across R&D sites, Daikin significantly reduced manual simulation data-management effort and is advancing toward broader agentic digital engineering capabilities across its global R&D organization.
- CrusoecoreStrategic partnership announced at World Economic Forum in Davos integrating Crusoe's renewable energy-powered computing capabilities with Rescale's AI-powered R&D platform. The collaboration delivers sustainable accelerated computing services, combining cutting-edge AI technology with environmental responsibility to set new standard for eco-friendly HPC.
- McLaren AutomotiveflagshipMcLaren Automotive partnered with Rescale and NVIDIA to deploy AI-driven engineering platform integrating data, simulation, and design processes. Partnership announced at GTC 2026. McLaren's engineers can evaluate thousands of design iterations in hours across multiple physics domains, with agentic workflows delivering 3x boost in expert productivity.
- IonQcorePartnership combining high-performance cloud computing with quantum computing technology. Leverages Rescale's cloud HPC platform and IonQ's quantum computers (e.g., 29-qubit IonQ Forte) to enable hybrid solutions for scientific and industrial challenges. Focuses on advancing research in healthcare, life sciences, finance, and national security.
- AWScoreAmazon Web Services is a cloud infrastructure partner providing compute resources for Rescale's platform. Rescale has partner products and integrations specifically optimized for AWS.
- Microsoft AzurecoreMicrosoft Azure is a cloud infrastructure partner. Rescale offers partner products optimized for Azure deployment.
- Google CloudcoreGoogle Cloud is a cloud infrastructure partner. Rescale offers partner products optimized for GCP deployment.
- ANSYScoreANSYS is a software provider partner with pre-configured applications available on Rescale's platform including Abaqus and other simulation tools.
- SiemenscoreSiemens is a software provider partner with simulation applications available on Rescale's platform.
Scale indicators12 records
Recent moves6 records
Expansion highlights6 records
Rescale competitors and assessment
Company assessmentBroad incumbents
- PTC: PLM and CAD/CAM/CAE software vendor (Creo, Windchill, Onshape, Arena) serving overlapping engineering R&D customers with expanding cloud and simulation capabilities that could compete with Rescale's workflow layer.
- MathWorks: MATLAB and Simulink provider for model-based design and simulation in automotive, aerospace, and industrial markets, increasingly competing with cloud HPC-enabled simulation workflows for technical computing workloads.
Direct peers
- ANSYS: Leading CAE/simulation software vendor (Abaqus, Fluent, Maxwell) serving the same aerospace, automotive, and manufacturing R&D customers as Rescale. Currently distributed on Rescale's platform but could launch competing cloud-native offerings.
- Dassault Systèmes: Provides SIMULIA simulation (Abaqus predecessor, CST, XFlow) and the 3DEXPERIENCE platform, competing directly in cloud-enabled engineering simulation for aerospace, automotive, and life sciences customers.
- Altair Engineering: Simulation, HPC, and AI software vendor with Altair PBS Works for workload management and Altair One cloud platform, directly competing with Rescale's HPC orchestration and simulation software catalog.
- Siemens Digital Industries Software: Offers Simcenter simulation software and Xcelerator digital engineering platform targeting the same engineering R&D personas Rescale serves. Currently a software partner on Rescale's platform but also a potential full-stack competitor.
- Hexagon (MSC Software): Owns MSC Software (Nastran, Adams, Marc) and provides manufacturing and engineering simulation solutions targeting aerospace, automotive, and industrial customers with overlapping personas to Rescale.
Emerging players
- Parallel Works: Cloud HPC orchestration platform selected alongside Rescale by the DoD's DIU, offering similar multi-cloud HPC control plane capabilities to Rescale's Intelligent HPC product for engineering and research organizations.
- Lambda Labs: GPU cloud provider focused on AI training and inference workloads with growing presence in engineering and research computing, competing with Rescale for GPU-accelerated workloads on NVIDIA hardware.
- CoreWeave: GPU-native cloud provider built on NVIDIA infrastructure that increasingly targets AI and engineering simulation workloads, competing with Rescale at the compute layer and offering bare-metal GPU access to large enterprises.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Rescale social profiles
Digital presenceRescale financial estimates
Financial estimateRevenue estimate
Valuation estimate
Rescale leadership team
Management profileNumber of profiles
Profiles9 records
Rescale funding detail
Funding detailFunding overview
Funding rounds14 records
Investors46 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Rescale 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 Rescale
What does Rescale do?
Rescale provides a unified cloud-based Digital Engineering Platform that delivers on-demand high-performance computing (HPC), advanced modeling and simulation orchestration, agentic AI automation, and AI physics surrogate modeling to engineering and R&D organizations. The platform bundles 180+ hardware architectures and 1,250+ pre-configured simulation software applications behind a single interface, and is sold primarily through enterprise subscriptions and pay-as-you-go compute usage.
Is Rescale a public or private company?
Rescale is a private company. It is classified as venture growth investor backed and is currently operating.
When was Rescale founded?
Rescale was founded in 2011. It employs 251 to 500 people.
Where is Rescale based?
Rescale is headquartered in San Francisco, United States, in the North America region.
How does Rescale make money?
Two revenue lines are on record. Cloud HPC Platform Subscription is the primary driver. The others are usage-Based Compute.
Who are Rescale's main competitors?
Broad incumbents on record are PTC and MathWorks. Direct peers are ANSYS, Dassault Systèmes, Altair Engineering, Siemens Digital Industries Software and Hexagon (MSC Software). Emerging players are Parallel Works, Lambda Labs and CoreWeave.
Does Rescale have an API?
Yes. The Rescale REST API (v2) provides programmatic interface for interacting with Rescale's multi-cloud platform. Supports cloud-bursting job submission, managing simulation input/output files, uploading/downloading files (up to 5 GB), launching and connecting to cloud-based VDI instances, built-in software vendor integrations, user management automation, and project budget tracking. Uses token-based authentication via HTTPS headers. Supports pagination with page and page_size query parameters. Developer documentation is at engineering.rescale.com/api-docs.
What industry is Rescale in?
Rescale's product category is Cloud High-Performance Computing (HPC) for Engineering Simulation. Its primary akta.pro industry code is HDABAAAD, Managed Application Platforms (App PaaS & Runtime Services), with a secondary code of HDAEAKAB, Enterprise PaaS (App Runtime & Managed Application Platforms). Its NAICS code is 5182 and its SIC code is 7373.