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Neural Concept

Engineering and Manufacturing Equipment · Lausanne, Switzerland · Founded 2018

Transforming industrial engineering processes with deep learning MoreLess

Neural Concept is a technology startup that leverages 3D Deep-Learning algorithms to enhance product design and development. The company operates in the automotive and aerospace industries, serving Original Equipment Manufacturers (OEMs) and Tier 1 suppliers. These industries are currently transitioning to new types of products and components, driven by trends such as vehicle electrification. Neural Concept's technology helps these companies increase the speed and efficiency of their product design development.

The company's product, Neural Concept Shape (NCS), optimizes product designs early in the development process. This results in superior performance and reduced late-stage failures. NCS provides physics-related insights directly from the CAD (Computer-Aided Design) tool, guiding designers towards better performance. This eliminates the need for meshing, waiting, and failures, making the design process more efficient.

Neural Concept's business model is based on providing its technology to clients to integrate into their product design workflows. This allows CAD teams to operate more efficiently with CAE (Computer-Aided Engineering) teams, reducing the iteration time between different teams and speeding up product delivery. The company claims a lead-time reduction of over 90%.

Neural Concept generates revenue by licensing its technology to clients. The company has collaborated with Danfoss and Mitsubishi Chemical Group, among others, to integrate NCS into their workflows. These collaborations have resulted in significant improvements in product performance and efficiency.

Keywords: Neural Concept, 3D Deep-Learning algorithms, product design, automotive industry, aerospace industry, Original Equipment Manufacturers (OEMs), Tier 1 suppliers, Neural Concept Shape (NCS), CAD, CAE.

Valuation $100–500M
Revenue $1–10M
Headcount 100–500
Total funding $100–500M
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Company overview

Neural Concept company information

The essential company record, classifications and operating signals in one place.

Status
Operational
Founded
2018
Headquarters
Lausanne, Switzerland
Employees
126
Open positions
13
Dealroom signal
94.2
client focusb2btechnologyArtificial Intelligencetechnology3D TechnologytechnologyDeep TechtechnologyMachine LearningtechnologyDeep Learningbusiness modelSaaSsectorCore AIsectorSpinoutsectorSpace TechsectorEngineering SolutionssectorIndustrial TechnologysectorSimulation TechsectorManufacturing Tech

Valuation & funding

Neural Concept funding history

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
SERIES COther financing Dec 2025 $100M $400M Aster Capital · D.E. Shaw Group · Goldman Sachs Asset Management · Alven
SERIES BOther financing Jun 2024 $27M $108M Alven · Aster · Forestay Capital · HTGF
SERIES AOther financing Mar 2022 $9.1M $36M Aster Capital · CNB Capital · HTGF · Alven
DEBTDebt Sep 2021 $458K Fondation FIT
GROWTH EQUITY VCOther financing Jul 2021 $458K Fondation FIT
SEEDOther financing Feb 2021 HTGF · CNB Capital
SEEDOther financing May 2019 CNB Capital · HTGF
GRANTOther financing Apr 2019 Venture Kick
SUPPORT PROGRAMOther financing Jan 2019 ESA BIC Switzerland
GRANTOther financing Dec 2018 European Innovation Council
Showing 10 recorded eventsUnlock the complete deal history →

Financials

Revenue and workforce over time

Available revenue and workforce history. Fields without reported data are omitted.

YearRevenueGrowthEmployees
2026 $4.4M 0% 126
2025 $4.4M 0% 96
2024 $4.4M 0% 69
2023 $4.4M +22.2% 47
2022 $3.6M +71.4% 41
2021 $2.1M +47.9% 26
2020 $1.4M 19
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Growth signals

Neural Concept website traffic

Latest recorded traffic for Neural Concept is 100K monthly website visits, up 0% over the last three months. Neural Concept's team grew 31.3% over the past year.

Latest monthly visits100K 3-month web change0% 1-year team growth+31.3%
Monthly website visits99 observations · Mar 2018–Jul 2026
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Comparisons

Neural Concept compared with similar companies

Dealroom’s weighted taxonomy model identifies the closest operating peers. Company identity and context stay open; selected comparison metrics preview what is available in the platform.

Showing 8 of the closest matchesCompare every metric →

Talent graph

Neural Concept's talent

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Team profiled 10 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 3 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Investors

13 investors on Neural Concept's cap table

Sourced from Dealroom's funding and investor records. Investor profile links are shown where available.

Seed 4 investors entered at this stage
Venture Kick
European Innovation Council
CNB Capital
HTGF
Series A 5 investors entered at this stage
Alven
Aster Capital
Forestay Capital
D.E. Shaw Group
Aster
Series B+ 2 investors entered at this stage
Other known 2 additional known investors
EPFL Swiss Federal Polytechnic School of Lausanne
ESA BIC Switzerland

Global footprint

Where Neural Concept has talent and traffic

Workforce by country
10 countries with
team presence
🇨🇭 Switzerland57.5%
🇺🇸 United States16%
🇬🇧 United Kingdom8.5%
🇩🇪 Germany6.4%
🇫🇷 France2.1%
Top 5 of 10 shown

In the news

Latest news about Neural Concept

Recent press, funding announcements, and product moves mentioning Neural Concept — open to read from the original sources.

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Market sentiment

What the market is saying about Neural Concept

An AI-synthesized read of the highest-engagement posts about Neural Concept on X over the past 7 days. We rank by likes & retweets, ignore corporate channels, and surface the themes that broke out from real people.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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