Robotic Welding
PUBLISHED: 2024 ID: SMRC27683
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Robotic Welding

Robotic Welding Market Forecasts to 2030 - Global Analysis By Component (Hardware, Services and Software), Type (Spot Welding, Arc Welding, Metal Inert Gas, Tungsten Inert Gas, Laser Welding and Other Types), End User (Aerospace & Defense, Electrical & Electronics, Automotive & Transportation, Oil & Gas and Other End Users) and By Geography

4.5 (53 reviews)
4.5 (53 reviews)
Published: 2024 ID: SMRC27683

This report covers the impact of COVID-19 on this global market
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According to Stratistics MRC, the Global Robotic Welding Market is accounted for $10.2 billion in 2024 and is expected to reach $20.8 billion by 2030 growing at a CAGR of 12.7% during the forecast period. Robotic welding is an automated process that employs robotic systems to perform welding tasks, significantly enhancing efficiency and precision in manufacturing. Utilizing advanced technologies such as programmable logic controllers (PLCs) and artificial intelligence, robotic welding systems can execute complex welds with high repeatability and minimal human intervention. These robots are equipped with various welding tools, including MIG, TIG, and spot welding machines, allowing them to work with different materials and configurations. 

According to a report published by Oxford Economics, the number of robots in use worldwide multiplied three-fold over the past 2 decades to 2.25 million.

Market Dynamics: 

Driver: 

Growing adoption of industry 4.0 principles

Growing adoption of Industry 4.0 principles is substantially enhancing robotic welding by integrating advanced technologies such as the Internet of Things (IoT), artificial intelligence (AI) and big data analytics. These innovations enable real-time monitoring and data collection from welding robots, facilitating predictive maintenance and improving operational efficiency. With smart sensors and connected systems, manufacturers can analyze welding processes to optimize parameters, reducing defects and improving weld quality. AI algorithms can adapt welding techniques based on specific material properties and environmental conditions, ensuring consistent results.

Restraint:

Regulatory challenges

Regulatory challenges significantly hinder the advancement of robotic welding technology across various industries. These challenges often stem from stringent safety standards, compliance requirements, and industry-specific regulations that govern the use of automated systems. For instance, manufacturers must navigate complex frameworks established by occupational safety organizations and environmental protection agencies, which can vary by region. This can lead to increased costs and lengthy approval processes for new robotic welding systems. As a result, many businesses may hesitate to invest in robotic welding solutions, fearing non-compliance or potential legal ramifications.

Opportunity:

Emergence of laser and plasma welding technologies

The emergence of laser and plasma welding technologies is enhancing robotic welding capabilities by improving precision, speed, and versatility. Laser welding utilizes focused beams of light to create high-quality welds with minimal heat distortion, making it ideal for intricate designs and thin materials. This precision reduces post-weld processing time and enhances overall productivity. Plasma welding employs ionized gas to produce a high-temperature arc, allowing for deeper penetration and better control over weld characteristics. When integrated with robotic systems, both technologies facilitate automation in welding processes, reducing human error and increasing consistency in output.

Threat:

Integration challenges

Integration challenges in robotic welding often stem from the complexity of combining various systems and technologies. These challenges include ensuring seamless communication between robotic arms, welding equipment, and control software, which can vary significantly across manufacturers. The integration of advanced technologies such as vision systems and artificial intelligence into existing workflows can complicate the implementation process, requiring extensive training and adaptation. There are also concerns regarding compatibility with legacy systems and existing infrastructure, which can limit the scalability of robotic welding solutions.

Covid-19 Impact: 

The COVID-19 pandemic significantly impacted robotic welding, a critical component of modern manufacturing. Initially, supply chain disruptions halted the production and delivery of essential components, causing delays in projects and affecting overall productivity. Many manufacturing facilities faced temporary shutdowns due to health regulations, leading to reduced operational capacity and workforce shortages. The pandemic accelerated the adoption of automation and robotics as companies sought to enhance efficiency and reduce reliance on human labor. This shift emphasized the need for advanced technology to ensure operational resilience in the face of future disruptions.

The Metal Inert Gas segment is expected to be the largest during the forecast period

Metal Inert Gas segment is expected to dominate the largest share over the estimated period. Robotic MIG welding systems integrate precision and consistency, enabling manufacturers to achieve high-quality welds at accelerated speeds. These automated solutions reduce human error and improve safety by handling repetitive tasks in hazardous environments. The adaptability of robotic systems allows them to be programmed for various applications, from automotive to aerospace, providing flexibility in production lines. Advanced features, such as real-time monitoring and adaptive control, enhance process efficiency and ensure optimal results.

The Aerospace & Defense segment is expected to have the highest CAGR during the forecast period

Aerospace & Defense segment is estimated to grow at a rapid pace during the forecast period as it addresses the complex demands of aerospace components, which require high structural integrity and minimal weight. Robotic welding systems offer consistent quality and repeatability, significantly reducing the risk of human error and improving weld strength. By employing advanced sensors and machine learning algorithms, these robots can adapt in real time to variations in materials and welding conditions, ensuring optimal performance. Additionally, the automation of welding processes leads to faster production cycles, reducing lead times and operational costs. This is particularly vital in the defense sector, where rapid prototyping and production are essential.

Region with largest share:

Asia Pacific region is poised to hold the largest share of the market throughout the extrapolated period. Countries like Japan, South Korea, and China are leading the way by pooling resources and expertise from academia, industry, and government. These partnerships focus on advancing welding technologies, such as automated systems and artificial intelligence integration, improving precision and reducing production costs. Collaborative efforts facilitate knowledge exchange, enabling the rapid adaptation of cutting-edge techniques across various sectors, including automotive and aerospace. The emphasis on sustainable practices within these collaborations also promotes eco-friendly welding solutions, aligning with global environmental standards.

Region with highest CAGR:

Europe region is estimated to witness the highest CAGR during the projected time frame by establishing safety standards, promoting innovation, and encouraging sustainability. Government regulations ensure that welding processes meet stringent safety and environmental criteria, thereby protecting workers and reducing ecological impact. Initiatives aimed at upskilling the workforce ensure that employees are well-equipped to operate sophisticated robotic systems, fostering a culture of continuous improvement and innovation. As a result, the European robotic welding industry is becoming more efficient and eco-friendly, positioning itself as a leader in the global market.

Key players in the market

Some of the key players in Robotic Welding market include ABB Ltd, Daihen Corporation, Estun Automation Co., Ltd, Fanuc Corporation, Kawasaki Heavy Industries, Ltd, Kuka AG, Mitsubishi Electric Corporation, Panasonic Corporation, Siasun Robot & Automation Co. Ltd, Toshiba Corporation and Yaskawa Electric Corporation.

Key Developments:

In December 2022, Alma and Yaskawa Europe entered into a partnership agreement for off-line programming of welding robots. Off-line programming, which enables a robot to be graphically programmed from a virtual scene and its movements to be simulated, is easier to learn than an alternative to traditional programming.

In December 2022, OTC Daihen unveiled a several pre-engineered, production robotic arc-welding systems packed into its booth, all featuring robotic arms matched with welding power supplies and part-positioning equipment, and committing to deliver low-spatter welding on a variety of materials.

In February 2021, Ola entered into a partnership with ABB for the implementation of robotics & automation solutions in its mega-factory in India, which is slated to roll out the much-anticipated Ola electric scooter. As per the partnership, Ola will utilize ABB’s automation solutions in its factory’s key manufacturing process lines including the painting & welding lines while the ABB robots will be deployed extensively for the battery & motor assembly lines.

Components Covered:
• Hardware
• Services
• Software 

Types Covered:
• Spot Welding
• Arc Welding
• Metal Inert Gas
• Tungsten Inert Gas
• Laser Welding
• Other Types 

End Users Covered:
• Aerospace & Defense
• Electrical & Electronics
• Automotive & Transportation
• Oil & Gas
• Other End Users

Regions Covered:
• North America
o US
o Canada
o Mexico
• Europe
o Germany
o UK
o Italy
o France
o Spain
o Rest of Europe
• Asia Pacific
o Japan        
o China        
o India        
o Australia  
o New Zealand
o South Korea
o Rest of Asia Pacific    
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa 
o Saudi Arabia
o UAE
o Qatar
o South Africa
o Rest of Middle East & Africa

What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2022, 2023, 2024, 2026, and 2030
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements

Free Customization Offerings: 
All the customers of this report will be entitled to receive one of the following free customization options:
• Company Profiling
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary   
    
2 Preface   
 2.1 Abstract  
 2.2 Stake Holders  
 2.3 Research Scope  
 2.4 Research Methodology  
  2.4.1 Data Mining 
  2.4.2 Data Analysis 
  2.4.3 Data Validation 
  2.4.4 Research Approach 
 2.5 Research Sources  
  2.5.1 Primary Research Sources 
  2.5.2 Secondary Research Sources 
  2.5.3 Assumptions 
    
3 Market Trend Analysis   
 3.1 Introduction  
 3.2 Drivers  
 3.3 Restraints  
 3.4 Opportunities  
 3.5 Threats  
 3.6 End User Analysis  
 3.7 Emerging Markets  
 3.8 Impact of Covid-19  
    
4 Porters Five Force Analysis   
 4.1 Bargaining power of suppliers  
 4.2 Bargaining power of buyers  
 4.3 Threat of substitutes  
 4.4 Threat of new entrants  
 4.5 Competitive rivalry  
    
5 Global Robotic Welding Market, By Component   
 5.1 Introduction  
 5.2 Hardware  
 5.3 Services  
 5.4 Software  
    
6 Global Robotic Welding Market, By Type   
 6.1 Introduction  
 6.2 Spot Welding  
 6.3 Arc Welding  
 6.4 Metal Inert Gas  
 6.5 Tungsten Inert Gas  
 6.6 Laser Welding  
 6.7 Other Types  
    
7 Global Robotic Welding Market, By End User   
 7.1 Introduction  
 7.2 Aerospace & Defense  
 7.3 Electrical & Electronics  
 7.4 Automotive & Transportation  
 7.5 Oil & Gas  
 7.6 Other End Users  
    
8 Global Robotic Welding Market, By Geography   
 8.1 Introduction  
 8.2 North America  
  8.2.1 US 
  8.2.2 Canada 
  8.2.3 Mexico 
 8.3 Europe  
  8.3.1 Germany 
  8.3.2 UK 
  8.3.3 Italy 
  8.3.4 France 
  8.3.5 Spain 
  8.3.6 Rest of Europe 
 8.4 Asia Pacific  
  8.4.1 Japan 
  8.4.2 China 
  8.4.3 India 
  8.4.4 Australia 
  8.4.5 New Zealand 
  8.4.6 South Korea 
  8.4.7 Rest of Asia Pacific 
 8.5 South America  
  8.5.1 Argentina 
  8.5.2 Brazil 
  8.5.3 Chile 
  8.5.4 Rest of South America 
 8.6 Middle East & Africa  
  8.6.1 Saudi Arabia 
  8.6.2 UAE 
  8.6.3 Qatar 
  8.6.4 South Africa 
  8.6.5 Rest of Middle East & Africa 
    
9 Key Developments   
 9.1 Agreements, Partnerships, Collaborations and Joint Ventures  
 9.2 Acquisitions & Mergers  
 9.3 New Product Launch  
 9.4 Expansions  
 9.5 Other Key Strategies  
    
10 Company Profiling   
 10.1 ABB Ltd  
 10.2 Daihen Corporation  
 10.3 Estun Automation Co., Ltd  
 10.4 Fanuc Corporation  
 10.5 Kawasaki Heavy Industries, Ltd  
 10.6 Kuka AG  
 10.7 Mitsubishi Electric Corporation  
 10.8 Panasonic Corporation  
 10.9 Siasun Robot & Automation Co. Ltd  
 10.10 Toshiba Corporation  
 10.11 Yaskawa Electric Corporation  
    
List of Tables    
1 Global Robotic Welding Market Outlook, By Region (2022-2030) ($MN)   
2 Global Robotic Welding Market Outlook, By Component (2022-2030) ($MN)   
3 Global Robotic Welding Market Outlook, By Hardware (2022-2030) ($MN)   
4 Global Robotic Welding Market Outlook, By Services (2022-2030) ($MN)   
5 Global Robotic Welding Market Outlook, By Software (2022-2030) ($MN)   
6 Global Robotic Welding Market Outlook, By Type (2022-2030) ($MN)   
7 Global Robotic Welding Market Outlook, By Spot Welding (2022-2030) ($MN)   
8 Global Robotic Welding Market Outlook, By Arc Welding (2022-2030) ($MN)   
9 Global Robotic Welding Market Outlook, By Metal Inert Gas (2022-2030) ($MN)   
10 Global Robotic Welding Market Outlook, By Tungsten Inert Gas (2022-2030) ($MN)   
11 Global Robotic Welding Market Outlook, By Laser Welding (2022-2030) ($MN)   
12 Global Robotic Welding Market Outlook, By Other Types (2022-2030) ($MN)   
13 Global Robotic Welding Market Outlook, By End User (2022-2030) ($MN)   
14 Global Robotic Welding Market Outlook, By Aerospace & Defense (2022-2030) ($MN)   
15 Global Robotic Welding Market Outlook, By Electrical & Electronics (2022-2030) ($MN)   
16 Global Robotic Welding Market Outlook, By Automotive & Transportation (2022-2030) ($MN)   
17 Global Robotic Welding Market Outlook, By Oil & Gas (2022-2030) ($MN)   
18 Global Robotic Welding Market Outlook, By Other End Users (2022-2030) ($MN)   
19 North America Robotic Welding Market Outlook, By Country (2022-2030) ($MN)   
20 North America Robotic Welding Market Outlook, By Component (2022-2030) ($MN)   
21 North America Robotic Welding Market Outlook, By Hardware (2022-2030) ($MN)   
22 North America Robotic Welding Market Outlook, By Services (2022-2030) ($MN)   
23 North America Robotic Welding Market Outlook, By Software (2022-2030) ($MN)   
24 North America Robotic Welding Market Outlook, By Type (2022-2030) ($MN)   
25 North America Robotic Welding Market Outlook, By Spot Welding (2022-2030) ($MN)   
26 North America Robotic Welding Market Outlook, By Arc Welding (2022-2030) ($MN)   
27 North America Robotic Welding Market Outlook, By Metal Inert Gas (2022-2030) ($MN)   
28 North America Robotic Welding Market Outlook, By Tungsten Inert Gas (2022-2030) ($MN)   
29 North America Robotic Welding Market Outlook, By Laser Welding (2022-2030) ($MN)   
30 North America Robotic Welding Market Outlook, By Other Types (2022-2030) ($MN)   
31 North America Robotic Welding Market Outlook, By End User (2022-2030) ($MN)   
32 North America Robotic Welding Market Outlook, By Aerospace & Defense (2022-2030) ($MN)   
33 North America Robotic Welding Market Outlook, By Electrical & Electronics (2022-2030) ($MN)   
34 North America Robotic Welding Market Outlook, By Automotive & Transportation (2022-2030) ($MN)   
35 North America Robotic Welding Market Outlook, By Oil & Gas (2022-2030) ($MN)   
36 North America Robotic Welding Market Outlook, By Other End Users (2022-2030) ($MN)   
37 Europe Robotic Welding Market Outlook, By Country (2022-2030) ($MN)   
38 Europe Robotic Welding Market Outlook, By Component (2022-2030) ($MN)   
39 Europe Robotic Welding Market Outlook, By Hardware (2022-2030) ($MN)   
40 Europe Robotic Welding Market Outlook, By Services (2022-2030) ($MN)   
41 Europe Robotic Welding Market Outlook, By Software (2022-2030) ($MN)   
42 Europe Robotic Welding Market Outlook, By Type (2022-2030) ($MN)   
43 Europe Robotic Welding Market Outlook, By Spot Welding (2022-2030) ($MN)   
44 Europe Robotic Welding Market Outlook, By Arc Welding (2022-2030) ($MN)   
45 Europe Robotic Welding Market Outlook, By Metal Inert Gas (2022-2030) ($MN)   
46 Europe Robotic Welding Market Outlook, By Tungsten Inert Gas (2022-2030) ($MN)   
47 Europe Robotic Welding Market Outlook, By Laser Welding (2022-2030) ($MN)   
48 Europe Robotic Welding Market Outlook, By Other Types (2022-2030) ($MN)   
49 Europe Robotic Welding Market Outlook, By End User (2022-2030) ($MN)   
50 Europe Robotic Welding Market Outlook, By Aerospace & Defense (2022-2030) ($MN)   
51 Europe Robotic Welding Market Outlook, By Electrical & Electronics (2022-2030) ($MN)   
52 Europe Robotic Welding Market Outlook, By Automotive & Transportation (2022-2030) ($MN)   
53 Europe Robotic Welding Market Outlook, By Oil & Gas (2022-2030) ($MN)   
54 Europe Robotic Welding Market Outlook, By Other End Users (2022-2030) ($MN)   
55 Asia Pacific Robotic Welding Market Outlook, By Country (2022-2030) ($MN)   
56 Asia Pacific Robotic Welding Market Outlook, By Component (2022-2030) ($MN)   
57 Asia Pacific Robotic Welding Market Outlook, By Hardware (2022-2030) ($MN)   
58 Asia Pacific Robotic Welding Market Outlook, By Services (2022-2030) ($MN)   
59 Asia Pacific Robotic Welding Market Outlook, By Software (2022-2030) ($MN)   
60 Asia Pacific Robotic Welding Market Outlook, By Type (2022-2030) ($MN)   
61 Asia Pacific Robotic Welding Market Outlook, By Spot Welding (2022-2030) ($MN)   
62 Asia Pacific Robotic Welding Market Outlook, By Arc Welding (2022-2030) ($MN)   
63 Asia Pacific Robotic Welding Market Outlook, By Metal Inert Gas (2022-2030) ($MN)   
64 Asia Pacific Robotic Welding Market Outlook, By Tungsten Inert Gas (2022-2030) ($MN)   
65 Asia Pacific Robotic Welding Market Outlook, By Laser Welding (2022-2030) ($MN)   
66 Asia Pacific Robotic Welding Market Outlook, By Other Types (2022-2030) ($MN)   
67 Asia Pacific Robotic Welding Market Outlook, By End User (2022-2030) ($MN)   
68 Asia Pacific Robotic Welding Market Outlook, By Aerospace & Defense (2022-2030) ($MN)   
69 Asia Pacific Robotic Welding Market Outlook, By Electrical & Electronics (2022-2030) ($MN)   
70 Asia Pacific Robotic Welding Market Outlook, By Automotive & Transportation (2022-2030) ($MN)   
71 Asia Pacific Robotic Welding Market Outlook, By Oil & Gas (2022-2030) ($MN)   
72 Asia Pacific Robotic Welding Market Outlook, By Other End Users (2022-2030) ($MN)   
73 South America Robotic Welding Market Outlook, By Country (2022-2030) ($MN)   
74 South America Robotic Welding Market Outlook, By Component (2022-2030) ($MN)   
75 South America Robotic Welding Market Outlook, By Hardware (2022-2030) ($MN)   
76 South America Robotic Welding Market Outlook, By Services (2022-2030) ($MN)   
77 South America Robotic Welding Market Outlook, By Software (2022-2030) ($MN)   
78 South America Robotic Welding Market Outlook, By Type (2022-2030) ($MN)   
79 South America Robotic Welding Market Outlook, By Spot Welding (2022-2030) ($MN)   
80 South America Robotic Welding Market Outlook, By Arc Welding (2022-2030) ($MN)   
81 South America Robotic Welding Market Outlook, By Metal Inert Gas (2022-2030) ($MN)   
82 South America Robotic Welding Market Outlook, By Tungsten Inert Gas (2022-2030) ($MN)   
83 South America Robotic Welding Market Outlook, By Laser Welding (2022-2030) ($MN)   
84 South America Robotic Welding Market Outlook, By Other Types (2022-2030) ($MN)   
85 South America Robotic Welding Market Outlook, By End User (2022-2030) ($MN)   
86 South America Robotic Welding Market Outlook, By Aerospace & Defense (2022-2030) ($MN)   
87 South America Robotic Welding Market Outlook, By Electrical & Electronics (2022-2030) ($MN)   
88 South America Robotic Welding Market Outlook, By Automotive & Transportation (2022-2030) ($MN)   
89 South America Robotic Welding Market Outlook, By Oil & Gas (2022-2030) ($MN)   
90 South America Robotic Welding Market Outlook, By Other End Users (2022-2030) ($MN)   
91 Middle East & Africa Robotic Welding Market Outlook, By Country (2022-2030) ($MN)   
92 Middle East & Africa Robotic Welding Market Outlook, By Component (2022-2030) ($MN)   
93 Middle East & Africa Robotic Welding Market Outlook, By Hardware (2022-2030) ($MN)   
94 Middle East & Africa Robotic Welding Market Outlook, By Services (2022-2030) ($MN)   
95 Middle East & Africa Robotic Welding Market Outlook, By Software (2022-2030) ($MN)   
96 Middle East & Africa Robotic Welding Market Outlook, By Type (2022-2030) ($MN)   
97 Middle East & Africa Robotic Welding Market Outlook, By Spot Welding (2022-2030) ($MN)   
98 Middle East & Africa Robotic Welding Market Outlook, By Arc Welding (2022-2030) ($MN)   
99 Middle East & Africa Robotic Welding Market Outlook, By Metal Inert Gas (2022-2030) ($MN)   
100 Middle East & Africa Robotic Welding Market Outlook, By Tungsten Inert Gas (2022-2030) ($MN)   
101 Middle East & Africa Robotic Welding Market Outlook, By Laser Welding (2022-2030) ($MN)   
102 Middle East & Africa Robotic Welding Market Outlook, By Other Types (2022-2030) ($MN)   
103 Middle East & Africa Robotic Welding Market Outlook, By End User (2022-2030) ($MN)   
104 Middle East & Africa Robotic Welding Market Outlook, By Aerospace & Defense (2022-2030) ($MN)   
105 Middle East & Africa Robotic Welding Market Outlook, By Electrical & Electronics (2022-2030) ($MN)   
106 Middle East & Africa Robotic Welding Market Outlook, By Automotive & Transportation (2022-2030) ($MN)   
107 Middle East & Africa Robotic Welding Market Outlook, By Oil & Gas (2022-2030) ($MN)   
108 Middle East & Africa Robotic Welding Market Outlook, By Other End Users (2022-2030) ($MN) 

List of Figures

RESEARCH METHODOLOGY


Research Methodology

We at Stratistics opt for an extensive research approach which involves data mining, data validation, and data analysis. The various research sources include in-house repository, secondary research, competitor’s sources, social media research, client internal data, and primary research.

Our team of analysts prefers the most reliable and authenticated data sources in order to perform the comprehensive literature search. With access to most of the authenticated data bases our team highly considers the best mix of information through various sources to obtain extensive and accurate analysis.

Each report takes an average time of a month and a team of 4 industry analysts. The time may vary depending on the scope and data availability of the desired market report. The various parameters used in the market assessment are standardized in order to enhance the data accuracy.

Data Mining

The data is collected from several authenticated, reliable, paid and unpaid sources and is filtered depending on the scope & objective of the research. Our reports repository acts as an added advantage in this procedure. Data gathering from the raw material suppliers, distributors and the manufacturers is performed on a regular basis, this helps in the comprehensive understanding of the products value chain. Apart from the above mentioned sources the data is also collected from the industry consultants to ensure the objective of the study is in the right direction.

Market trends such as technological advancements, regulatory affairs, market dynamics (Drivers, Restraints, Opportunities and Challenges) are obtained from scientific journals, market related national & international associations and organizations.

Data Analysis

From the data that is collected depending on the scope & objective of the research the data is subjected for the analysis. The critical steps that we follow for the data analysis include:

  • Product Lifecycle Analysis
  • Competitor analysis
  • Risk analysis
  • Porters Analysis
  • PESTEL Analysis
  • SWOT Analysis

The data engineering is performed by the core industry experts considering both the Marketing Mix Modeling and the Demand Forecasting. The marketing mix modeling makes use of multiple-regression techniques to predict the optimal mix of marketing variables. Regression factor is based on a number of variables and how they relate to an outcome such as sales or profits.


Data Validation

The data validation is performed by the exhaustive primary research from the expert interviews. This includes telephonic interviews, focus groups, face to face interviews, and questionnaires to validate our research from all aspects. The industry experts we approach come from the leading firms, involved in the supply chain ranging from the suppliers, distributors to the manufacturers and consumers so as to ensure an unbiased analysis.

We are in touch with more than 15,000 industry experts with the right mix of consultants, CEO's, presidents, vice presidents, managers, experts from both supply side and demand side, executives and so on.

The data validation involves the primary research from the industry experts belonging to:

  • Leading Companies
  • Suppliers & Distributors
  • Manufacturers
  • Consumers
  • Industry/Strategic Consultants

Apart from the data validation the primary research also helps in performing the fill gap research, i.e. providing solutions for the unmet needs of the research which helps in enhancing the reports quality.


For more details about research methodology, kindly write to us at info@strategymrc.com

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