pSeven
pSeven SAS is a French engineering-software vendor providing proprietary design exploration, predictive modeling, and CAD/CAE workflow automation tools to industrial enterprises in aerospace, automotive, energy, oil and gas, turbomachinery, and industrial equipment sectors.
- Company typePrivate
- Founded2010
- HeadquartersToulouse, France
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
What pSeven does
pSeven SAS is a French engineering-software company headquartered in Blagnac (Toulouse), founded in 2010 and operating with 101–250 employees. The company develops a software platform for process integration, design optimization, and predictive modeling in engineering workflows, sold primarily to industrial enterprises in aerospace, automotive, oil and gas, energy, turbomachinery, electronics, and industrial equipment. Its product suite consists of three core offerings: pSeven Desktop, a desktop application for design exploration, predictive modeling, and CAD/CAE integration; pSeven Enterprise, a web-native low-code platform for collaborative engineering automation at enterprise scale; and pSeven Core, the embedded Python library of proprietary algorithms (GT DoE, GT Opt, GT SDA, GT Approx, GT DF, GT DR) that powers both. A pSeven Enterprise Marketplace, launched in February 2026, extends the platform with third-party analysis blocks.
The underlying technology stack is built around proprietary surrogate modeling, multi-fidelity data fusion, design of experiments, and optimization algorithms, augmented by a SmartSelection engine that automatically chooses the most effective algorithm for a given problem. The platform integrates desktop CAD/CAE packages, PLM/SPDM systems (including Aras Innovator and PDTec SPDM), and HPC/job schedulers into single workflows, and exposes simulation methodologies as shareable web apps. Documented quantitative outcomes include ~6.5x reduction in optimization function calls via dimensionality reduction and ~40% improvement in approximation accuracy, supporting claims that the platform eliminates the 30–50% of engineering time typically lost to manual data transfer.
pSeven monetizes through annual software subscriptions (Desktop, Enterprise, Core), enterprise cloud-deployment subscriptions (private or external cloud), professional services (consulting, implementation), and training. Pricing is quote-based and not publicly disclosed; free trials are available for both Desktop and Enterprise tiers. The go-to-market combines direct enterprise field sales, a global reseller/OEM/technology-partner channel program, product-led free-trial acquisition, and event-driven demand generation via the annual P7UC user conference and industry events such as NAFEMS. Customer logos include Airbus, Thales, Halliburton, TotalEnergies, ENGIE, TechnipFMC, Orano, Saipem, Vitesco, Faurecia, FDTech, Mubea, LEONI, Sulzer, Decathlon, mvoid, Covestro, and Windnovation. pSeven is privately held, independent (no parent company or external investment disclosed in the input data), and operates primarily across France, Germany, and the USA through its reseller network.
pSeven firmographics
Firmographics- Name
- pSeven
- Legal name
- pSeven SAS
- Website
- https://pseven.io
- Company type
- Private
- Founded year
- 2010
- Operating status
- Operating
- Headcount range
- 101–250 employees
- Short description
- pSeven SAS is a French engineering-software vendor providing proprietary design exploration, predictive modeling, and CAD/CAE workflow automation tools to industrial enterprises in aerospace, automotive, energy, oil and gas, turbomachinery, and industrial equipment sectors.
- Ownership category
- akta.pro rank
pSeven industry classification
Industry- Product category
- Engineering Simulation & Design Optimization Software
- NAICS
- Custom Computer Programming Services (541511), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Digital Process Automation (DPA) & Orchestration Suites (HDAEAHAF)
- akta.pro secondary industry
- Data App Builders (Forms, Portals & Internal Tools) (HDAEAKAK)
Keywords
Where pSeven is headquartered
LocationHeadquarters
- HQ city
- Toulouse
- HQ country
- France
- HQ region
- Europe
Offices1 record
Markets served
pSeven business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations
Revenue model
- Software Licensing: pSeven Desktop and pSeven Enterprise software sold as licenses with flexible desktop products licensing for data analysis, design optimization and predictive modeling available on both Windows and Linux. Runner licenses enable affordable Run-Ready Workflows execution.
- Enterprise Cloud Deployment: Cloud-enabled architecture with foundations for large-scale web-based deployment projects (private cloud or external cloud) for industry leaders.
- Professional Services: Consulting and implementation services including customized and tailored solutions based on pSeven Enterprise for industry leaders.
- Training Services: Training services offered for product usage and engineering process automation.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | pSeven Desktop - Desktop application for design exploration and process integration |
| Subscription | Annual | pSeven Enterprise - Web-native low-code platform for enterprise-scale engineering automation |
| Subscription | Annual | pSeven Core - Python library for integration |
Go-to-market motion4 records
Distribution channels4 records
Marketing channels10 records
pSeven product offering
Product offeringCore offering
pSeven provides an engineering automation software platform consisting of pSeven Desktop (a desktop application for design exploration, predictive modeling and CAD/CAE process integration) and pSeven Enterprise (a web-native low-code platform for cloud-based collaborative engineering workflow automation at enterprise scale). Both are built on pSeven Core, a proprietary Python library that includes algorithm families for Design of Experiments, optimization, sensitivity/dependency analysis, surrogate approximation, multi-fidelity data fusion, and dimension reduction, plus a SmartSelection technology that automatically chooses the best algorithm for a problem.
Product overview
pSeven offers a multi-product platform for engineering automation and design optimization consisting of three core products. pSeven Desktop is a desktop application providing design exploration, predictive modeling, and CAD/CAE integration tools in a graphical interface. pSeven Enterprise is the web-native low-code platform that enables cloud-based collaborative engineering, workflow automation, and simulation methodology deployment at enterprise scale. pSeven Core is the underlying Python library embedded in both Desktop and Enterprise, containing proprietary algorithms (GT DoE, GT Opt, GT Approx, GT SDA, GT DF, GT DR) for design exploration, optimization, approximation, sensitivity analysis, data fusion, and dimension reduction. The Marketplace ecosystem extends Enterprise with third-party analysis blocks.
Differentiator
Problem solved
Functional benefit
Brands
- pSeven Desktop: Desktop application for design exploration, predictive modeling, CAD/CAE integration and automation.
- pSeven Enterprise
- pSeven Core
Products and services
- pSeven Desktop Desktop application for design exploration, predictive modeling, CAD/CAE integration and process integration (PIDO). Provides engineering teams with a graphical environment for Design of Experiments, design optimization, surrogate modeling, sensitivity analysis and CAD/CAE workflow automation on Windows and Linux.
- pSeven Enterprise Web-native low-code platform for design exploration and automation of engineering processes at enterprise scale. Enables cloud-based collaborative engineering with simultaneous multi-user access, co-authoring of workflows in real time, server-side execution of resource-consuming simulations, and deployment of workflow-powered web applications across an organization.
- pSeven Core Embedded Python library containing proprietary algorithms for Design Exploration and Predictive Modeling used as the algorithmic foundation of pSeven Desktop and pSeven Enterprise. Includes GT DoE, GT Opt, GT Approx, GT SDA, GT DF, and GT DR modules with SmartSelection automatic algorithm selection.
- pSeven Enterprise Marketplace Marketplace ecosystem for pSeven Enterprise where technology partners publish analysis blocks and extensions that users can add to their workflows, such as advanced statistical and optimization capabilities.
Quantifiable outcome
- 30-50% time wasted on manual data transfer eliminated through workflow automation
- +2 more outcomes
Companies that use pSeven
Customer profileNamed customers18 records
Segments11 records
Ideal customer profiles3 records
pSeven technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability9 records
Feature10 records
pSeven partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered core and strategic.
- QUGATEcoreQUGATE brings four powerful analysis blocks to pSeven Enterprise Marketplace, providing advanced statistical and optimization capabilities directly into pSeven Enterprise workflows to help build more robust and efficient designs.
- Global ResellerscoreWorldwide network of authorized resellers distributing pSeven products, providing local sales, support, and implementation services. Reseller program includes technology partners and OEM partnerships.
- SimScalestrategicCloud-based simulation platform partnership enabling serverless design space exploration and end-to-end shape optimization completely in the cloud. Featured at DUC2021 conference.
- PDTecstrategicPDTec SPDM (Simulation Process and Data Management) integration with pSeven, enabling seamless integration for enhanced data storage solutions. Featured at P7UC2024.
- OEM PartnersstrategicOEM partnership program allows companies to embed pSeven technology into their products and solutions under white-label arrangements.
Scale indicators2 records
Recent moves6 records
Expansion highlights6 records
pSeven competitors and assessment
Company assessmentEmerging players
- Quansight: Quansight is an emerging player in Python-based engineering and scientific computing with consulting and tooling capabilities around surrogate modeling and optimization. While broader than pSeven, it intersects with the low-code scientific Python ecosystem where pSeven Core operates.
Direct peers
- Noesis Solutions: Noesis Solutions' Optimus platform directly competes with pSeven in the PIDO and design space exploration market, providing similar capabilities for CAE process automation, multidisciplinary optimization, and integration with major CAD/CAE tools.
- ESTECO: ESTECO's ModeFrontier platform is one of the closest direct competitors to pSeven, offering process integration and design optimization (PIDO) for engineering simulation workflows, with comparable DoE, optimization, and surrogate modeling capabilities targeted at the same industrial customer base.
Others
- Datadvance (parent/affiliated entity): DATADVANCE is referenced as a related/parent entity (Sergey Morozov listed as President of DATADVANCE SAS in publications), suggesting technology lineage with pSeven Core's Python-based algorithmic foundations. Closely aligned technology pedigree though distinct go-to-market positioning.
Broad incumbents
- MathWorks: MathWorks' MATLAB and Simulink include Optimization Toolbox, Global Optimization Toolbox, and surrogate modeling capabilities used by engineering teams for design exploration. While more general-purpose, it overlaps with pSeven in engineering research and academic segments.
- Dassault Systèmes: Dassault Systèmes' 3DEXPERIENCE platform with SIMULIA simulation and CATIA design tools competes with pSeven at the enterprise level. Dassault's broader PLM/CAE portfolio can absorb pSeven-like capabilities into a unified platform offering to large manufacturers.
- Siemens Digital Industries Software: Siemens Simcenter (including HEEDS for design space exploration) directly overlaps with pSeven's PIDO offering. Siemens combines simulation, PLM, and digital twin capabilities, putting pressure on standalone platforms like pSeven in large enterprise accounts.
- Altair Engineering: Altair's HyperWorks suite, including OptiStruct for structural optimization and design exploration tools, competes with pSeven's optimization and approximation capabilities. Altair's broader portfolio and recent acquisition by Siemens expand its competitive reach.
- ANSYS: ANSYS is a broad CAE incumbent whose optiSLang process integration and design optimization product competes head-to-head with pSeven. While ANSYS offers a much wider simulation portfolio, its PIDO offering overlaps with pSeven's core value proposition at large industrial accounts.
- COMSOL: COMSOL Multiphysics with its Application Builder and Optimization Module offers process automation and design exploration capabilities overlapping with pSeven's Desktop product, particularly for engineering teams building simulation apps.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
pSeven social profiles
Digital presencepSeven financial estimates
Financial estimateRevenue estimate
Valuation estimate
pSeven leadership team
Management profileNumber of profiles
Profiles5 records
pSeven funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
pSeven 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 pSeven
What does pSeven do?
pSeven provides an engineering automation software platform consisting of pSeven Desktop (a desktop application for design exploration, predictive modeling and CAD/CAE process integration) and pSeven Enterprise (a web-native low-code platform for cloud-based collaborative engineering workflow automation at enterprise scale). Both are built on pSeven Core, a proprietary Python library that includes algorithm families for Design of Experiments, optimization, sensitivity/dependency analysis, surrogate approximation, multi-fidelity data fusion, and dimension reduction, plus a SmartSelection technology that automatically chooses the best algorithm for a problem.
Is pSeven a public or private company?
pSeven is a private company. It is classified as unknown and is currently operating.
When was pSeven founded?
pSeven was founded in 2010. It employs 101 to 250 people.
Where is pSeven based?
pSeven is headquartered in Toulouse, France, in the Europe region.
How does pSeven make money?
Four revenue lines are on record. Software Licensing is the primary driver. The others are enterprise Cloud Deployment, professional Services and training Services.
Who are pSeven's main competitors?
Quansight is listed as an emerging player. Direct peers are Noesis Solutions and ESTECO. Datadvance (parent/affiliated entity) is listed as an others. Broad incumbents are MathWorks, Dassault Systèmes, Siemens Digital Industries Software, Altair Engineering, ANSYS and COMSOL.
Does pSeven have an API?
No public API is recorded for pSeven.
What industry is pSeven in?
pSeven's product category is Engineering Simulation & Design Optimization Software. Its primary akta.pro industry code is HDAEAHAF, Digital Process Automation (DPA) & Orchestration Suites, with a secondary code of HDAEAKAK, Data App Builders (Forms, Portals & Internal Tools). Its NAICS code is 541511 and its SIC code is 7372.