Cae Market Overview
Cae Market is projected to grow from USD 16.87 Billion in 2025 to USD 26.73 Billion by 2034, exhibiting a compound annual growth rate (CAGR) of 5.51% during the forecast period (2025 - 2034). Additionally, the market size for Cae Market was valued at USD 15.24 billion in 2024.
Key Cae Market Trends Highlighted
The Cae Market is being driven by the increasing adoption of CAE in various industries, such as automotive, aerospace, and Manufacturing. The growing demand for lightweight and efficient vehicles, as well as the need to reduce development costs, is fueling the growth of the CAE market. Additionally, the increasing adoption of cloud-based CAE solutions and the growing popularity of virtual reality (VR) and augmented reality (AR) technologies are creating new opportunities for the CAE market. Some of the key trends in the CAE market include the increasing adoption of multidisciplinary simulations, the growing use of artificial intelligence (AI) and machine learning (ML) in CAE, and the emergence of new CAE tools and technologies. These trends are expected to drive the growth of the CAE market in the coming years.
The opportunities to be explored or captured in the CAE market include the development of new CAE tools and technologies, the expansion of CAE into new industries, and the increasing adoption of CAE in developing countries. Key market drivers include the growing demand for CAE in various industries, the increasing adoption of cloud-based CAE solutions, and the growing popularity of VR and AR technologies.
Fig 1 Cae Market Overview (2025-2034)
![Cae Market Overview (2025-2034)](../../../uploads/infographics/Cae_Market_Overview__2025-2034_.png)
Source: Primary Research, Secondary Research, MRFR Database and Analyst Review
Cae Market Drivers
Digital Transformation Across Industries
One of the main drivers of the Cae Market Industry is the increasing adoption of digital technologies across different industries. As companies seek to enhance their operational efficiency, reduce costs, and secure a competitive advantage, they rapidly adopt Cae solutions. Such solutions allow businesses to simulate and analyze complex systems, optimize their product designs, and improve their decision-making process.
The instances of Cae solutions can be particularly observed in the automotive, aerospace, and Manufacturing industries, where precision, accuracy, and efficiency are vital.Thus, as digital technologies continue to shape industries around the globe, the demand for Cae solutions is expected to rise even further in the future.
Advancements in Computing Technologies
The Cae Market Industry will be positively affected by the rapid development of computing technologies. The development of technologies such as cloud computing, AI, and ML is already allowing existing CAE solution providers to handle larger and more complex models, simulate faster, and provide users with more accurate results. In this technology stack, cloud computing provides unlimited, on-demand access to the high-performance computing resources required to run Cae simulations; with cloud computing, businesses do not need to invest in expensive hardware to run the code.AI and ML algorithms are used to automate repetitive tasks and increase simulation accuracy by noticing previously unseen patterns. Overall, the development of computing technologies showcases that Cae solutions will become increasingly powerful and user-friendly in the upcoming years.
Government Regulations and Industry Standards
The Cae Market Industry is significantly shaped by government regulations and industry standards. Governments around the world are implementing regulations with a view to enhancing the safety of the prescribed products, cutting the environmental damage of the products in question, and enhancing an additional incentive for the creation and introduction of innovative products worldwide.
The regulations force the penetration of Cae Solutions into the market to attest to compliance with the legal and safety standards via the use of computer simulations.Industry standards enhance the pace of Cae market growth due to the standards that define and prop characteristic features of the solutions, which serve as guidelines for the greater part of the involved end users, namely companies. This ensures that the Cae solutions are introduced on the market and used accordingly, thereby allowing the market to grow and facilitating the ease of regulations.
Cae Market Segment Insights
Cae Market Application Insights
The most critical application segment to Cae Market market dynamics is Manufacturing, which takes up a leading position in the overall market revenue for 2023. Such growth can be explained by the increasing number of industries in which CAE is used for designing, simulating, and optimizing a product. Another leading application is the Construction segment, which benefits from the increasing amount of infrastructure planning, building, and construction management with the help of CAE.
Using Computed-Aided Engineering, engineers can analyze building structure, optimize building performance, and minimize the cost of building energy and materials.With CAE, it is possible to greatly reduce construction costs and risks. The infrastructure segment also has great opportunities for the Cae Market. Construction-aided engineering is typically used in bridges, roads, airports, and tunnels, as well as in small and large structural engineering projects. Due to increasing interest in eco-friendly, resilient, and sustainable infrastructure, the Infrastructure segment needs the use of CAE more today than ever before. Another important application to the Cae Market market is Transportation, which utilizes Computer-Aided Engineering to design a car, a bus, a train, and a plane to calculate their aerodynamics and simulate crashes to increase the safety of driving and reduce fuel consumption.
The mining industry can also benefit from CAE in conducting valuations and optimizing the selection of mining equipment, tunnel shape, and other engineering concerns, as well as digging safely. Defense and Aerospace applications will further develop the use of CAE to simulate and analyze the performance of airplanes, missiles, and satellites and achieve much more sophisticated defense weaponry.
Fig 2 Cae Market By Application Insight (2023-2032)
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)
Source: Primary Research, Secondary Research, MRFR Database and Analyst Review
Cae Market System Type Insights
The target market for the Cae Market is segmented via three main System Types – Cae, Cad, and Cam. The increased demand is caused by the expanding application of CAE CAD tools to various industries, including automotive, aerospace, and Manufacturing. With the help of these tools, engineers are given an opportunity to model and validate products virtually and, in such a way, decrease the time and cost of product development. Moreover, the growing demand for products that are both lightweight and long-lasting also contributes to the increased sales of CAE CAD programs.
Cae Market CAE Software Type Insights
The global CAE software market is segmented by type into Finite Element Analysis (FEA), Computational Fluid Dynamics (CFD), Computer Aided Verification and Validation, Multibody Dynamics, Additive Manufacturing Simulation, and Mechatronics Simulation. Among these, FEA and CFD are the most widely used types of CAE software. FEA is used to analyze the structural integrity of products, while CFD is used to simulate fluid flow and heat transfer.
The global CAE software market for FEA is expected to grow from USD 4.2 billion in 2023 to USD 6.3 billion by 2032 at a CAGR of 5.2%.The global CAE software market for CFD is expected to grow from USD 3.1 billion in 2023 to USD 4.8 billion by 2032, at a CAGR of 5.9%. The growth of the CAE software market is being driven by the increasing demand for simulation-driven design and the need for accurate and reliable product performance predictions.
Cae Market Deployment Mode Insights
The Cae Market segmentation by deployment mode is bifurcated into Cloud-based and On-premise. The cloud-based segment is expected to hold the largest market share in the Cae Market. It is projected to reach a market size of USD 8.6 billion by 2024, exhibiting a CAGR of 6.5% during the forecast period. The on-premise segment is expected to grow at a CAGR of 4.5% during the forecast period. The growth of the cloud-based segment is attributed to the increasing adoption of cloud computing solutions by various industries. Cloud-based deployment offers several benefits, such as flexibility, scalability, and cost-effectiveness.On the other hand, the on-premise segment is expected to witness growth due to the need for data security and control.
Cae Market Industry Vertical Insights
The Global Computer-Aided Engineering (CAE) Market is segmented into several industry verticals, including Automotive, Aerospace and Defense, Oil and Gas, Electronics, Healthcare, and Industrial Machinery. Each vertical presents unique opportunities and challenges for CAE solution providers. The Automotive segment holds a significant share of the Cae Market revenue, driven by the increasing adoption of CAE tools in vehicle design, simulation, and optimization. Leading automotive manufacturers leverage CAE to enhance vehicle performance, safety, and fuel efficiency.
The Aerospace and Defense industry also relies heavily on CAE for aircraft design, analysis, and testing. CAE software enables engineers to simulate complex aerodynamic forces, structural integrity, and system interactions, leading to improved aircraft performance and safety. The Oil and Gas industry utilizes CAE for reservoir modeling, drilling optimization, and equipment design. CAE tools help optimize extraction processes, reduce operational costs, and ensure safety in hazardous environments.
In the Electronics industry, CAE plays a crucial role in circuit board design, electromagnetic simulation, and thermal analysis.CAE software assists in optimizing electronic device performance, reducing time-to-market, and ensuring compliance with industry standards. The Healthcare industry leverages CAE for medical device design, surgical planning, and tissue engineering. CAE tools enable the development of innovative medical devices, improve surgical outcomes, and advance regenerative medicine. Finally, the Industrial Machinery segment utilizes CAE for machine design, simulation, and optimization. CAE software empowers engineers to create efficient and reliable machinery, leading to increased productivity and reduced downtime.
Cae Market Regional Insights
The Cae Market is segmented into North America, Europe, APAC, South America, and MEA. Among these regions, North America is expected to hold the largest market share in 2023, accounting for around 36.5% of the global revenue. Europe is expected to be the second-largest market, with a share of around 28.2%. APAC is expected to be the fastest-growing market, with a CAGR of around 7.2% during the forecast period 2023-2032. The growth in the APAC region is attributed to the increasing adoption of CAE solutions in industries such as automotive, aerospace, and healthcare.South America and MEA are expected to witness a moderate growth rate during the forecast period.
Fig 3 Cae Market Regional Insight (2023-2032)
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)
Source: Primary Research, Secondary Research, MRFR Database and Analyst Review
Cae Market Key Players And Competitive Insights
Leading players in the Cae Market industry are primarily concentrating on enhancing their product portfolios and geographical presence to gain dominance over the market. At the same time, the leading players in the Cae Market industry are heavily investing in R for deriving innovative resources and solutions. Cae Market is being extended on the back of the rising adoption of computer-aided engineering tools and software across multiple sectors such as automotive, aerospace, Manufacturing, and others.
Moreover, there is a rising need for efficient optimization, product design, and testing, which is enabling the Cae Market to expand further. The introduction and raising of awareness about the efficient application of product design across industries are also major factors pushing the growth of the Cae Market. The competitors of Cae Market are leading players and newly launched startups. The top players in the Cae Market include ANSYS, Altair Engineering, PTC, Dassault Systemes, Siemens PLM Software, and others.Siemens PLM Software, located in Germany, offers a wide range of Cae software across the Cae Market.
Some of its CAE software and solutions are Simcenter STAR-CCM+, Simcenter 3D, and Simcenter Nastran. The company offers consulting and support services to its customers to improve the operation of their product development processes. Siemens PLM Software has a strong market in the automotive, aerospace, and Manufacturing industries. The company performs its operations across the globe and has a global network of partners and others to address customers' concerns. Furthermore, the company Siemens PLM Software is determined to introduce new innovative resources and keep investing in R for more portfolio enhancements across different sectors.Dassault Systemes, situated in France, also operates across the Cae Market.
Some of its Popular CAE solutions are CATIA, SolidWorks, and Abaqus. Design and development, along with implementation services, are also provided by Dassault Systemes to customers. Dassault Systemes has a strong market in the automotive, aerospace, and shipbuilding industries. Additionally, the company performs its operations across the globe and has a global network of partners in place to address customers' concerns. The company offers innovative solutions to clients for their product development processes. Moreover, the company remains in the frequent practice of R to keep introducing enhanced resources and solutions.Providing another case of a competitor in the Cae Market, I should mention that another competitor in the Cae Market for Dassault Systemes is Siemens PLM Software.
The company also offers a wide range of CAE software and solutions. Some of the most popular CAE software provided by the company are Simcenter STAR-CCM+, Simcenter 3D, and Simcenter Nastran. The company offers consulting and support services to customers in order to help optimize the operation of their product development processes. Siemens PLM Software currently holds a strong market in the automotive, aerospace, and Manufacturing industries. The company Siemens PLM Software is global and has a global network of partners and dealers to satisfy the customers' requirements. Additionally, the company Siemens PLM Software is eager to provide the market with new innovative solutions and thus keeps investing in Research.
Key Companies in the Cae Market Include
- Elbit Systems Ltd.
- CAE Inc.
- Universal Avionics Systems Corporation
- Saab AB
- L3Harris Technologies Inc.
- FlightSafety International LLC
- Bombardier Inc.
- Honeywell International Inc.
- GKN Aerospace
- Textron Inc.
- Thales Group
- Boeing
- Leonardo S.p.A.
- Rockwell Collins
- Collins Aerospace
Cae Market Industry Developments
The Cae Market is projected to reach USD 22.2 billion by 2032, exhibiting a CAGR of 5.51% during the forecast period. The rising demand for efficient and cost-effective training solutions in various industries, including aviation, healthcare, and defense, is driving market growth. Technological advancements such as virtual reality (VR) and augmented reality (AR) are further enhancing the realism and effectiveness of training simulations, contributing to the market's expansion. Recent news developments include the launch of CAE's new advanced training center in Dallas, Texas, and its strategic partnership with Emirates to provide tailored training solutions for its pilots. These developments underscore the industry's commitment to innovation and meeting the evolving training needs of customers worldwide.
Cae Market Segmentation Insights
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Cae Market Application Outlook
- Manufacturing
- Construction
- Infrastructure
- Transportation
- Mining
- Defense and Aerospace
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Cae Market System Type Outlook
- Computer-Aided Design (CAD)
- Computer-Aided Manufacturing (CAM)
- Computer-Aided Engineering (CAE)
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Cae Market CAE Software Type Outlook
- Finite Element Analysis (FEA)
- Computational Fluid Dynamics (CFD)
- Computer Aided Verification and Validation
- Multibody Dynamics
- Additive Manufacturing Simulation
- Mechatronics Simulation
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Cae Market Deployment Mode Outlook
-
Cae Market Industry Vertical Outlook
- Automotive
- Aerospace and Defense
- Oil and Gas
- Electronics
- Healthcare
- Industrial Machinery
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Cae Market Regional Outlook
- North America
- Europe
- South America
- Asia Pacific
- Middle East and Africa
Report Attribute/Metric |
Details |
Market Size 2024
|
15.24 (USD Billion)
|
Market Size 2025
|
16.87 (USD Billion)
|
Market Size 2034
|
26.73 (USD Billion)
|
Compound Annual Growth Rate (CAGR)
|
5.51% (2025 - 2034)
|
Report Coverage
|
Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
|
Base Year
|
2024
|
Market Forecast Period
|
2025 - 2034
|
Historical Data
|
2019 - 2023
|
Market Forecast Units
|
USD Billion
|
Key Companies Profiled |
Elbit Systems Ltd., CAE Inc., Universal Avionics Systems Corporation, Saab AB, L3Harris Technologies Inc., FlightSafety International LLC, Bombardier Inc., Honeywell International Inc., GKN Aerospace, Textron Inc., Thales Group, Boeing, Leonardo S.p.A., Rockwell Collins, Collins Aerospace |
Segments Covered |
Application, System Type, CAE Software Type, Deployment Mode, Industry Vertical, Regional |
Key Market Opportunities |
Digitalization and automation Adoption of virtual and augmented reality VRAR Growing emphasis on training effectiveness Increasing use of AI and machine learning Cloud-based solutions |
Key Market Dynamics |
Increasing adoption of digital design and simulation Growing demand for lightweight and fuel-efficient vehicles Rising investment in aerospace and defense RampD Emergence of advanced CAE tools and technologies Increasing use of CAE in healthcare and life sciences |
Countries Covered |
North America, Europe, APAC, South America, MEA |
Frequently Asked Questions (FAQ) :
The Cae Market is expected to reach a valuation of USD 15.24 billion in 2024 and is projected to grow at a CAGR of 5.51% from 2025 to 2034, reaching a valuation of USD 26.73 billion by 2034.
The key regions in the Cae Market are North America, Europe, Asia-Pacific, and the Rest of the World. North America is expected to hold the largest market share in 2023, followed by Europe and Asia-Pacific.
The major applications of Cae include aerospace and defense, automotive, healthcare, and energy. Cae is used in the aerospace and defense industry for the design and simulation of aircraft and spacecraft. In the automotive industry, Cae is used for the design and simulation of vehicles and components. In the healthcare industry, Cae is used for the design and simulation of medical devices and implants. In the energy industry, Cae is used for the design and simulation of power plants and other energy systems.
The key competitors in the Cae Market include Ansys, Dassault Systems, Siemens PLM Software, PTC, and Altair Engineering. These companies offer a range of Cae software and services to meet the needs of different industries.
The key trends in the Cae Market include the increasing adoption of cloud-based Cae solutions, the growing use of artificial intelligence (AI) and machine learning (ML) in Cae, and the increasing demand for Cae services from emerging markets.
The challenges in the Cae Market include the high cost of Cae software and services, the lack of skilled Cae professionals, and the complexity of Cae models.
The opportunities in the Cae Market include the growing demand for Cae services from emerging markets, the increasing adoption of cloud-based Cae solutions, and the growing use of AI and ML in Cae.
The future outlook of the Cae Market is positive. The market is expected to grow at a CAGR of 5.51% from 2025 to 2034, reaching a valuation of USD 26.73 billion by 2034. The growth of the market is expected to be driven by the increasing adoption of cloud-based Cae solutions, the growing use of AI and ML in Cae, and the increasing demand for Cae services from emerging markets.
The key factors driving the growth of the Cae Market include the increasing demand for Cae services from emerging markets, the growing adoption of cloud-based Cae solutions, and the growing use of AI and ML in Cae.
The key challenges facing the Cae Market include the high cost of Cae software and services, the lack of skilled Cae professionals, and the complexity of Cae models.