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Global Automotive Simulation Market Size By Segmentations, Top Key Players, Trend, Future Development & Forecast 2024-2035

  • PUBLISHED ON
  • 11/23/2022
  • NO OF PAGES
  • 221
  • CATEGORY
  • Automotive & Transportation

Market Overview:

The Global Automotive Simulation Market was valued at USD 2.1 billion in 2021 and expected to grow at a CAGR of 11.8% during the forecast period. The global automotive simulation market refers to the use of computer software and hardware to simulate real-world scenarios and test automotive systems and components virtually, before they are built and tested physically. Automotive simulation involves creating digital prototypes of vehicles and simulating their performance, behavior, and interactions with the environment and other systems, using advanced modelling and simulation techniques.

Automotive simulation can be used across different stages of the vehicle development process, including design, engineering, testing, and validation. It enables automakers and suppliers to reduce development time and costs, improve product quality, and enhance safety and reliability of vehicles.

Covid-19 Impact:

The COVID-19 pandemic has had a significant impact on the global automotive industry, including the automotive simulation market. The pandemic disrupted supply chains, forced factories to shut down, and resulted in a decline in demand for vehicles.

However, the pandemic also highlighted the importance of digital technologies, including automotive simulation, in ensuring business continuity and reducing dependence on physical testing and prototyping. Automotive simulation enabled automakers and suppliers to continue developing and testing vehicles remotely, despite the restrictions on travel and in-person interactions.

The growing adoption of electric vehicles, connected cars, and autonomous driving technologies is expected to further boost the demand for automotive simulation in the coming years. Automotive simulation can help reduce the time and cost of developing and testing these technologies, while also ensuring their safety and reliability.

Overall, while the COVID-19 pandemic had a disruptive effect on the global automotive industry, it also accelerated the adoption of digital technologies, including automotive simulation, and is expected to drive the growth of the automotive simulation market in the long run.

Market Dynamics:

Drivers:

Increasing demand for advanced driver assistance systems (ADAS) and autonomous vehicles: The growing demand for ADAS and autonomous vehicles is driving the need for advanced simulation tools that can accurately model the behavior of these systems in different scenarios. Automotive simulation helps automakers and suppliers test and validate these systems before they are deployed on the road, ensuring their safety and reliability.

Cost and time savings: Automotive simulation helps reduce the cost and time of developing and testing new vehicle designs and components, as it eliminates the need for physical prototyping and testing. This can lead to significant cost savings and faster time-to-market for new products.

Need for vehicle light weighting: Automakers are under increasing pressure to reduce vehicle weight and improve fuel efficiency to meet regulatory requirements and customer demands. Automotive simulation can help optimize vehicle designs to reduce weight while maintaining performance and safety.

Increasing complexity of automotive systems: Modern vehicles are becoming increasingly complex, with advanced electronics, software, and communication systems. Automotive simulation can help model these complex systems and predict their behavior in different scenarios, improving their performance and reliability.

Growing demand for electric vehicles: The increasing adoption of electric vehicles is driving the need for new simulation tools that can model their complex battery and powertrain systems. Automotive simulation can help optimize the design and performance of these systems, improving their range, efficiency, and durability.

Restraints:

High cost of simulation software and hardware: The cost of automotive simulation software and hardware can be high, especially for small and medium-sized enterprises. This can limit their ability to invest in advanced simulation tools, and lead to unequal competition in the market.

Limited accuracy of simulation models: While automotive simulation can provide significant cost and time savings, the accuracy of simulation models may be limited by the complexity of real-world scenarios. This can lead to potential errors or inaccuracies in simulation results.

Lack of standardization: There is a lack of standardization in the automotive simulation market, with different tools and platforms using different models, algorithms, and standards. This can make it difficult for automakers and suppliers to share simulation data and collaborate effectively.

Regional Analysis:

North America: The North American market is expected to hold a significant share of the global automotive simulation market during the forecast period. The region is home to several leading automotive companies and suppliers, which are investing heavily in simulation tools to improve vehicle safety, performance, and efficiency. The United States is the largest market in this region, with a well-established automotive industry and a strong focus on research and development.

Europe: The European market is also expected to hold a significant share of the global automotive simulation market. The region is home to several leading automakers and suppliers, which are focusing on developing advanced driver assistance systems (ADAS) and autonomous vehicles. The region is also implementing strict emission regulations, which is driving the demand for simulation tools that can help optimize vehicle designs and improve fuel efficiency.

Asia-Pacific: The Asia-Pacific region is expected to be the fastest-growing market for automotive simulation during the forecast period. The region is home to several emerging economies, including China and India, which are experiencing rapid growth in the automotive industry. The region is also a hub for automotive manufacturing and is investing heavily in electric vehicles and autonomous driving technologies, driving the demand for advanced simulation tools.

Latin America: The Latin American market is expected to experience moderate growth in the global automotive simulation market during the forecast period. The region is home to several automotive manufacturing plants and has a growing demand for advanced technologies that can improve vehicle safety and efficiency.

Middle East and Africa: The Middle East and Africa market is expected to experience slow growth in the global automotive simulation market. The region has a small automotive industry, with limited investment in research and development. However, the region is investing in electric vehicles and autonomous driving technologies, which could drive the demand for simulation tools in the future.

Market Segmentation:

Component: The market can be segmented based on component, which includes software and services. The software segment is expected to hold a larger market share due to the increasing demand for simulation software to optimize vehicle designs and improve performance.

Deployment: The market can be segmented based on deployment, which includes on-premises and cloud-based deployment. The cloud-based deployment segment is expected to grow at a faster rate due to the increasing adoption of cloud-based technologies.

Application: The market can be segmented based on application, which includes product design and development, testing and validation, and training and education. The testing and validation segment is expected to hold a larger market share due to the increasing demand for simulation tools to test and validate new vehicle designs and components.

End-use: The market can be segmented based on end-use, which includes automotive OEMs and suppliers. The automotive OEMs segment is expected to hold a larger market share due to the increasing demand for simulation tools to improve vehicle safety, performance, and efficiency.

Region: The market can be segmented based on region, including North America, Europe, Asia-Pacific, Latin America, and the Middle East and Africa.

Competitive Landscape:

The global automotive simulation market is highly competitive, with several established players as well as new entrants competing for market share.

Some of the key players in the market include:

Altair Engineering, Inc.

ANSYS, Inc.

Dassault Systemes SE

MSC Software Corporation

Siemens AG

ESI Group

PTC, Inc.

The MathWorks, Inc.

IPG Automotive GmbH

Modelon AB

These companies are focusing on developing advanced simulation tools that can help automotive OEMs and suppliers improve vehicle safety, performance, and efficiency. They are also focusing on strategic partnerships and collaborations to expand their market reach and improve their product offerings.

In addition, the market is also witnessing the entry of several new players, particularly in the cloud-based simulation segment. These players are offering innovative solutions that can help automotive companies and suppliers to reduce their costs and improve their time-to-market.

Overall, the global automotive simulation market is expected to remain highly competitive, with a focus on developing advanced simulation tools and improving collaboration and partnerships with automotive companies and suppliers.


Global Automotive Simulation Market: Market Size Estimation
Both the top-down and bottom-up approaches were used to estimate and validate the size of the market and to estimate the size of various other dependent sub-markets of various marketspaces. The key players in the markets are identified through secondary research, and their market contributions in different applications across regions and globally were determined through primary and secondary research. This entire process included the study of the annual and financial reports of the top market players and extensive interviews for key insights with industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares, splits, and breakdowns were determined using secondary sources and verified through primary sources. All the possible parameters that affect the market covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analysed to arrive at the final quantitative and qualitative data. This data has been consolidated, and detailed inputs and analysis from Analytics Market Research added before being presented in this report.

Reasons to Purchase Automotive Simulation Market Report
• Qualitative and quantitative analysis of the market based on segmentation involving both economic as well as non-economic factors
• Provision of market value (USD Billion) data for each segment and sub-segment
• Indicates the region and segment that is expected to witness the fastest growth as well as to dominate the market
• Analysis by geography highlighting the consumption of the product/service in the region as well as indicating the factors that are affecting the market within each region
• Competitive landscape which incorporates the market ranking of the major players, along with new service/product launches, partnerships, business expansions, and acquisitions in the past five years of companies profiled
• Extensive company profiles comprising of company overview, company insights, product benchmarking, and SWOT analysis for the major market players
• The current as well as the future market outlook of the industry with respect to recent developments which involve growth opportunities and drivers as well as challenges and restraints of both emerging as well as developed regions
• Includes in-depth analysis of the market of various perspectives through Porter’s five forces analysis
• Provides insight into the market through Value Chain
• Market dynamics scenario, along with growth opportunities of the market in the years to come

Frequently Asked Questions
• What is the market size and growth projections?
• What is the market size and growth projection for each of the market segments and sub-segments across Countries & Regions?
• What are the top performing segments, and countries / regions of each of the markets?
• What is the market size and growth rate across key countries / regions?
• How big is the global & regional market in terms of revenue and volume?
• How far market will grow in forecast period in terms of revenue and volume?
• What factors will influence demand and supply trends across each markets during the forecast period?
• What are the technology trends shaping various markets?
• Which country / region has more opportunities?
• What is the COVID-19 impact on the market and how long will it take to recover?
• Who are the key competitors of market Players?
• What are the market share (%) of Key Players?
• What are the Merger & Acquisition, New Product Launch, Recent Development within each of the Markets?
• What are PEST analysis, Ecosystem Analysis, Porter's Five Forecast Analysis, Ansoff Matrix, and SWOT Analysis among other analyses for diverse markets?
Base Year: 2023
Historic Year: 2016-2022
Forecast: 2024-2035
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Automotive Simulation Market Size Growth Rate by Type: 2016 VS 2021 VS 2030
1.2.2 Software
1.2.3 Services
1.3 Market by Application
1.3.1 Global Automotive Simulation Market Share by Application: 2016 VS 2021 VS 2030
1.3.2 OEMs
1.3.3 Automotive Component Manufacturers
1.3.4 Regulatory Bodies
1.4 Study Objectives
1.5 Years Considered

2 Global Growth Trends
2.1 Global Automotive Simulation Market Perspective (2016-2030)
2.2 Automotive Simulation Growth Trends by Regions
2.2.1 Automotive Simulation Market Size by Regions: 2016 VS 2021 VS 2030
2.2.2 Automotive Simulation Historic Market Share by Regions (2016-2021)
2.2.3 Automotive Simulation Forecasted Market Size by Regions (2022-2030)
2.3 Automotive Simulation Industry Dynamic
2.3.1 Automotive Simulation Market Trends
2.3.2 Automotive Simulation Market Drivers
2.3.3 Automotive Simulation Market Challenges
2.3.4 Automotive Simulation Market Restraints

3 Competition Landscape by Key Players
3.1 Global Top Automotive Simulation Players by Revenue
3.1.1 Global Top Automotive Simulation Players by Revenue (2016-2021)
3.1.2 Global Automotive Simulation Revenue Market Share by Players (2016-2021)
3.2 Global Automotive Simulation Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.3 Players Covered: Ranking by Automotive Simulation Revenue
3.4 Global Automotive Simulation Market Concentration Ratio
3.4.1 Global Automotive Simulation Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Automotive Simulation Revenue in 2020
3.5 Automotive Simulation Key Players Head office and Area Served
3.6 Key Players Automotive Simulation Product Solution and Service
3.7 Date of Enter into Automotive Simulation Market
3.8 Mergers & Acquisitions, Expansion Plans

4 Automotive Simulation Breakdown Data by Type
4.1 Global Automotive Simulation Historic Market Size by Type (2016-2021)
4.2 Global Automotive Simulation Forecasted Market Size by Type (2022-2030)

5 Automotive Simulation Breakdown Data by Application
5.1 Global Automotive Simulation Historic Market Size by Application (2016-2021)
5.2 Global Automotive Simulation Forecasted Market Size by Application (2022-2030)

6 North America
6.1 North America Automotive Simulation Market Size (2016-2030)
6.2 North America Automotive Simulation Market Size by Type
6.2.1 North America Automotive Simulation Market Size by Type (2016-2021)
6.2.2 North America Automotive Simulation Market Size by Type (2022-2030)
6.2.3 North America Automotive Simulation Market Size by Type (2016-2030)
6.3 North America Automotive Simulation Market Size by Application
6.3.1 North America Automotive Simulation Market Size by Application (2016-2021)
6.3.2 North America Automotive Simulation Market Size by Application (2022-2030)
6.3.3 North America Automotive Simulation Market Size by Application (2016-2030)
6.4 North America Automotive Simulation Market Size by Country
6.4.1 North America Automotive Simulation Market Size by Country (2016-2021)
6.4.2 North America Automotive Simulation Market Size by Country (2022-2030)
6.4.3 United States
6.4.3 Canada

7 Europe
7.1 Europe Automotive Simulation Market Size (2016-2030)
7.2 Europe Automotive Simulation Market Size by Type
7.2.1 Europe Automotive Simulation Market Size by Type (2016-2021)
7.2.2 Europe Automotive Simulation Market Size by Type (2022-2030)
7.2.3 Europe Automotive Simulation Market Size by Type (2016-2030)
7.3 Europe Automotive Simulation Market Size by Application
7.3.1 Europe Automotive Simulation Market Size by Application (2016-2021)
7.3.2 Europe Automotive Simulation Market Size by Application (2022-2030)
7.3.3 Europe Automotive Simulation Market Size by Application (2016-2030)
7.4 Europe Automotive Simulation Market Size by Country
7.4.1 Europe Automotive Simulation Market Size by Country (2016-2021)
7.4.2 Europe Automotive Simulation Market Size by Country (2022-2030)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic

8 Asia-Pacific
8.1 Asia-Pacific Automotive Simulation Market Size (2016-2030)
8.2 Asia-Pacific Automotive Simulation Market Size by Type
8.2.1 Asia-Pacific Automotive Simulation Market Size by Type (2016-2021)
8.2.2 Asia-Pacific Automotive Simulation Market Size by Type (2022-2030)
8.2.3 Asia-Pacific Automotive Simulation Market Size by Type (2016-2030)
8.3 Asia-Pacific Automotive Simulation Market Size by Application
8.3.1 Asia-Pacific Automotive Simulation Market Size by Application (2016-2021)
8.3.2 Asia-Pacific Automotive Simulation Market Size by Application (2022-2030)
8.3.3 Asia-Pacific Automotive Simulation Market Size by Application (2016-2030)
8.4 Asia-Pacific Automotive Simulation Market Size by Region
8.4.1 Asia-Pacific Automotive Simulation Market Size by Region (2016-2021)
8.4.2 Asia-Pacific Automotive Simulation Market Size by Region (2022-2030)
8.4.3 China
8.4.4 Japan
8.4.5 South Korea
8.4.6 Southeast Asia
8.4.7 India
8.4.8 Australia

9 Latin America
9.1 Latin America Automotive Simulation Market Size (2016-2030)
9.2 Latin America Automotive Simulation Market Size by Type
9.2.1 Latin America Automotive Simulation Market Size by Type (2016-2021)
9.2.2 Latin America Automotive Simulation Market Size by Type (2022-2030)
9.2.3 Latin America Automotive Simulation Market Size by Type (2016-2030)
9.3 Latin America Automotive Simulation Market Size by Application
9.3.1 Latin America Automotive Simulation Market Size by Application (2016-2021)
9.3.2 Latin America Automotive Simulation Market Size by Application (2022-2030)
9.3.3 Latin America Automotive Simulation Market Size by Application (2016-2030)
9.4 Latin America Automotive Simulation Market Size by Country
9.4.1 Latin America Automotive Simulation Market Size by Country (2016-2021)
9.4.2 Latin America Automotive Simulation Market Size by Country (2022-2030)
9.4.3 Mexico
9.4.4 Brazil

10 Middle East & Africa
10.1 Middle East & Africa Automotive Simulation Market Size (2016-2030)
10.2 Middle East & Africa Automotive Simulation Market Size by Type
10.2.1 Middle East & Africa Automotive Simulation Market Size by Type (2016-2021)
10.2.2 Middle East & Africa Automotive Simulation Market Size by Type (2022-2030)
10.2.3 Middle East & Africa Automotive Simulation Market Size by Type (2016-2030)
10.3 Middle East & Africa Automotive Simulation Market Size by Application
10.3.1 Middle East & Africa Automotive Simulation Market Size by Application (2016-2021)
10.3.2 Middle East & Africa Automotive Simulation Market Size by Application (2022-2030)
10.3.3 Middle East & Africa Automotive Simulation Market Size by Application (2016-2030)
10.4 Middle East & Africa Automotive Simulation Market Size by Country
10.4.1 Middle East & Africa Automotive Simulation Market Size by Country (2016-2021)
10.4.2 Middle East & Africa Automotive Simulation Market Size by Country (2022-2030)
10.4.3 Turkey
10.4.4 Saudi Arabia
10.4.5 UAE

11 Key Players Profiles
11.1 Altair Engineering
11.1.1 Altair Engineering Company Details
11.1.2 Altair Engineering Business Overview
11.1.3 Altair Engineering Automotive Simulation Introduction
11.1.4 Altair Engineering Revenue in Automotive Simulation Business (2016-2021)
11.1.5 Altair Engineering Recent Development
11.2 Ansys
11.2.1 Ansys Company Details
11.2.2 Ansys Business Overview
11.2.3 Ansys Automotive Simulation Introduction
11.2.4 Ansys Revenue in Automotive Simulation Business (2016-2021)
11.2.5 Ansys Recent Development
11.3 PTC
11.3.1 PTC Company Details
11.3.2 PTC Business Overview
11.3.3 PTC Automotive Simulation Introduction
11.3.4 PTC Revenue in Automotive Simulation Business (2016-2021)
11.3.5 PTC Recent Development
11.4 Siemens
11.4.1 Siemens Company Details
11.4.2 Siemens Business Overview
11.4.3 Siemens Automotive Simulation Introduction
11.4.4 Siemens Revenue in Automotive Simulation Business (2016-2021)
11.4.5 Siemens Recent Development
11.5 Autodesk
11.5.1 Autodesk Company Details
11.5.2 Autodesk Business Overview
11.5.3 Autodesk Automotive Simulation Introduction
11.5.4 Autodesk Revenue in Automotive Simulation Business (2016-2021)
11.5.5 Autodesk Recent Development
11.6 Dassault Systemes
11.6.1 Dassault Systemes Company Details
11.6.2 Dassault Systemes Business Overview
11.6.3 Dassault Systemes Automotive Simulation Introduction
11.6.4 Dassault Systemes Revenue in Automotive Simulation Business (2016-2021)
11.6.5 Dassault Systemes Recent Development
11.7 Synopsys
11.7.1 Synopsys Company Details
11.7.2 Synopsys Business Overview
11.7.3 Synopsys Automotive Simulation Introduction
11.7.4 Synopsys Revenue in Automotive Simulation Business (2016-2021)
11.7.5 Synopsys Recent Development
11.8 Mathworks
11.8.1 Mathworks Company Details
11.8.2 Mathworks Business Overview
11.8.3 Mathworks Automotive Simulation Introduction
11.8.4 Mathworks Revenue in Automotive Simulation Business (2016-2021)
11.8.5 Mathworks Recent Development
11.9 ESI Group
11.9.1 ESI Group Company Details
11.9.2 ESI Group Business Overview
11.9.3 ESI Group Automotive Simulation Introduction
11.9.4 ESI Group Revenue in Automotive Simulation Business (2016-2021)
11.9.5 ESI Group Recent Development
11.10 IPG Automotive
11.10.1 IPG Automotive Company Details
11.10.2 IPG Automotive Business Overview
11.10.3 IPG Automotive Automotive Simulation Introduction
11.10.4 IPG Automotive Revenue in Automotive Simulation Business (2016-2021)
11.10.5 IPG Automotive Recent Development
11.11 AVL
11.11.1 AVL Company Details
11.11.2 AVL Business Overview
11.11.3 AVL Automotive Simulation Introduction
11.11.4 AVL Revenue in Automotive Simulation Business (2016-2021)
11.11.5 AVL Recent Development
11.12 Aras
11.12.1 Aras Company Details
11.12.2 Aras Business Overview
11.12.3 Aras Automotive Simulation Introduction
11.12.4 Aras Revenue in Automotive Simulation Business (2016-2021)
11.12.5 Aras Recent Development
11.13 COMSOL AB
11.13.1 COMSOL AB Company Details
11.13.2 COMSOL AB Business Overview
11.13.3 COMSOL AB Automotive Simulation Introduction
11.13.4 COMSOL AB Revenue in Automotive Simulation Business (2016-2021)
11.13.5 COMSOL AB Recent Development
11.14 Design Simulation Technologies
11.14.1 Design Simulation Technologies Company Details
11.14.2 Design Simulation Technologies Business Overview
11.14.3 Design Simulation Technologies Automotive Simulation Introduction
11.14.4 Design Simulation Technologies Revenue in Automotive Simulation Business (2016-2021)
11.14.5 Design Simulation Technologies Recent Development
11.15 SimScale GmbH
11.15.1 SimScale GmbH Company Details
11.15.2 SimScale GmbH Business Overview
11.15.3 SimScale GmbH Automotive Simulation Introduction
11.15.4 SimScale GmbH Revenue in Automotive Simulation Business (2016-2021)
11.15.5 SimScale GmbH Recent Development
11.16 The AnyLogic Company
11.16.1 The AnyLogic Company Company Details
11.16.2 The AnyLogic Company Business Overview
11.16.3 The AnyLogic Company Automotive Simulation Introduction
11.16.4 The AnyLogic Company Revenue in Automotive Simulation Business (2016-2021)
11.16.5 The AnyLogic Company Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details

Quality Assurance Process

  1. We Market Research’s Quality Assurance program strives to deliver superior value to our clients.

We Market Research senior executive is assigned to each consulting engagement and works closely with the project team to deliver as per the clients expectations.

Market Research Process




We Market Research monitors 3 important attributes during the QA process- Cost, Schedule & Quality. We believe them as a critical benchmark in achieving a project’s success.

To mitigate risks that can impact project success, we deploy the follow project delivery best practices:
  • Project kickoff meeting with client
  • Conduct frequent client communications
  • Form project steering committee
  • Assign a senior SR executive as QA Executive
  • Conduct internal editorial & quality reviews of project deliverables
  • Certify project staff in SR methodologies & standards
  • Monitor client satisfaction
  • Monitor realized value post-project

Case Study- Automotive Sector

One of the key manufacturers of automotive had plans to invest in electric utility vehicles. The electric cars and associated markets being a of evolving nature, the automotive client approached Straits Research for a detailed insight on the market forecasts. The client specifically asked for competitive analysis, regulatory framework, regional prospects studied under the influence of drivers, challenges, opportunities, and pricing in terms of revenue and sales (million units).

Solution

The overall study was executed in three stages, intending to help the client meet its objective of precisely understanding the entire market before deciding on an investment. At first, secondary research was conducted considering political, economic, social, and technological parameters to get a gist of the various aspects of the market. This stage of the study concluded with the derivation of drivers, opportunities, and challenges. It also laid substantial emphasis on understanding and collecting data not only on a global scale but also on the regional and country levels. Data Extraction through Primary Research

The second stage involved primary research in which several market players and automotive parts suppliers were contacted to study their viewpoint concerning the development of their market and production capacity, clientele, and product line. This stage concluded in a brief understanding of the competitive ecosystem and also glanced through the strategies and pricing of the companies profiled.

Market Estimates and Forecast

In the final stage of the study, market forecasts for the electric utility were derived using multiple market engineering approaches. This data helped the client to get an overview of the market and accelerate the process of investment.

Case Study- ICT Sector

Business process outsourcing, being one of the lucrative markets from both supply- and demand- side, has appealed to various companies. One of the prominent corporations based out of Japan approached us with their requirements regarding the scope of the procurement outsourcing market for around 50 countries. Additionally, the client also sought key players operating in the market and their revenue breakdown in terms of region and application.


Business Solution

An exhaustive market study was conducted based on primary and secondary research that involved factors such as labor costs in various countries, skilled and technical labors, manufacturing scenario, and their respective contributions in the global GDP. A comparative study of the market was conducted from both supply- and demand side, with the supply-side comprising of notable companies, such as GEP, Accenture, and others, that provide these services. On the other hand, large manufacturing companies from them demand-side were considered that opt for these services.


Conclusion

The report aided the client in understanding the market trends, including country-level business scenarios, consumer behavior, and trends in 50 countries. The report also provided financial insights of crucial players and detailed market estimations and forecasts till 2028.


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