Smart Factory Market Analysis and Global Forecast 2024-2034

$ 1,390.00$ 5,520.00

Smart Factory Market Research Report: Information By Component (Industrial Robots, Machine Vision, Sensors, Industrial 3d Printing, Others), By Solution (SCADA, PLC, DCS, MES, PLM, ERP, HMI, PAM, Others), By Industry (Process Industries, Discrete Industries, Others), and by Region — Forecast till 2034

Page: 174

Report Published on: November 4, 2024
$ 3,470.00
$ 5,520.00
$ 1,390.00
Report Code: EBI65678 Categories: ,
Description

Smart Factory Market Overview

The Smart Factory Market size accounted for USD 342.66 Billion in 2023 and is estimated to account for 345.21 Billion in 2024. The Market is expected to reach USD 598.35 Billion by 2034 growing at a compound annual growth rate (CAGR) of 9.74% from 2024 to 2034. The smart factory market refers to the global industry involved in the development, implementation, and sale of technologies and solutions that enable manufacturing facilities to become more efficient, flexible, and connected. These technologies often leverage the Internet of Things (IoT), artificial intelligence (AI), machine learning, robotics, and automation to optimize production processes and enhance overall operational efficiency.

In a smart factory, machines and systems communicate with each other, share data, and make autonomous decisions, resulting in more efficient and responsive production environments. The market is driven by the demand for greater productivity, customization, reduced downtime, and improved safety in manufacturing processes.

Global Smart Factory Market Synopsis

Smart Factory MarketSmart Factory Market Dynamics

The major factors that have impacted the growth of Smart Factory Market are as follows:

Drivers:

Ø  Rising Need for Data-Driven Decision Making

The use of big data analytics and machine learning in smart factories allows manufacturers to analyze massive amounts of data, leading to more informed decision-making. This data-driven approach helps in optimizing production, managing supply chains, and ensuring quality control. Smart factories help reduce operational costs through energy efficiency, resource optimization, and reduced downtime. The ability to monitor equipment performance in real-time leads to better maintenance strategies, minimizing repair costs and extending equipment lifespan.

Restraint:

  • Perception of Data Security and Cybersecurity Risks

As smart factories rely heavily on data exchange between interconnected devices, they become more vulnerable to cyberattacks and data breaches. Ensuring robust cybersecurity measures and protecting sensitive manufacturing data is a growing concern that can deter adoption. Smart factory operations require a highly skilled workforce capable of managing and maintaining advanced technologies such as AI, IoT, and robotics. The shortage of personnel with expertise in these areas can slow down the deployment and optimization of smart factory systems.

Opportunity:

⮚     Advancement in AI and Machine Learning Applications

The continued advancements in artificial intelligence (AI) and machine learning (ML) provide opportunities for developing more sophisticated smart factory systems. These technologies can enable predictive analytics, real-time decision-making, and autonomous manufacturing, opening up new possibilities for optimizing production processes. Growing environmental concerns and regulatory pressure to reduce carbon footprints present opportunities for smart factories to promote sustainable and energy-efficient manufacturing. Smart factories can optimize resource use, reduce waste, and improve energy management, aligning with global sustainability goals.

Smart Factory Market Segment Overview

Smart Factory Market Component AnalysisBy Component

Based on Component, the market is segmented based on Industrial Robots, Machine Vision, Sensors, Industrial 3d Printing and Others. The Industrial segment dominant the market. These advanced machines are revolutionizing the manufacturing industry by combining automation, connectivity, and artificial intelligence. Industrial robots offer numerous benefits, such as increased productivity, enhanced precision, reduced costs, and improved safety.

By Solution

Based on Solution, the market segment has been divided into SCADA, PLC, DCS, MES, PLM, ERP, HMI, PAM and Others. The Manufacturing Execution Systems (MES) segment dominant the market. MES acts as a bridge between the shop floor and the enterprise, enabling seamless coordination and optimization of manufacturing processes. These systems integrate various aspects of production, including planning, scheduling, resource allocation, quality control, and data management. Manufacturers can achieve enhanced visibility and control over their operations by implementing MES in smart factories.

By Industry

Based on Industry, the market segment has been divided into Process Industries, Discrete Industries and Others. The Process Industries segment dominant the market.

Global Smart Factory Market Regional Analysis

Based on region, the global Smart Factory Market has been divided into North America, Europe, Asia-Pacific, the Middle East & Africa, and Latin America. North America is projected to dominate the use of the Smart Factory Market followed by the Asia-Pacific and Europe regions.

Global Smart Factory Market Regional AnalysisSmart Factory North America Market

North America holds a dominant position in the Smart Factory Market. North America, particularly the U.S., is a major player in the Smart Factory Market due to its strong focus on automation, digitalization, and advanced manufacturing technologies. The region is home to some of the largest technology providers and manufacturing firms that are early adopters of Industry 4.0, IoT, AI, and robotics in manufacturing and the U.S. government’s support for innovation in smart manufacturing through initiatives such as the Smart Manufacturing Leadership Coalition (SMLC) and other funding programs promotes growth in this region. There is also a strong demand for customized products and sustainable manufacturing practices, further fueling the market.

Smart Factory Asia-Pacific Market

The Asia-Pacific region has indeed emerged as the fastest-growing market for the Smart Factory Market industry. The Asia-Pacific region, led by China, Japan, South Korea, and India, is experiencing rapid growth in smart factory adoption due to ongoing industrialization, rising demand for automation, and government initiatives promoting smart manufacturing. China’s Made in China 2025 initiative and Japan’s focus on robotics and automation are key growth drivers and Asia-Pacific is a global manufacturing hub, with significant investments in automotive, electronics, semiconductors, and consumer goods industries. These sectors are rapidly adopting smart factory solutions to enhance productivity, reduce costs, and meet rising consumer demand.

Competitive Landscape

The global Smart Factory Market is highly competitive, with numerous players offering a wide range of software solutions. The competitive landscape is characterized by the presence of established companies, as well as emerging startups and niche players. To increase their market position and attract a wide consumer base, the businesses are employing various strategies, such as product launches, and strategic alliances.

Prominent Players:

  • General Electric
  • Siemens
  • Rockwell Automation
  • Honeywell International
  • Mitsubishi Electric
  • Robert Bosch
  • Stratasys
  • FANUC
  • Schneider Electric
  • ABB

Key Development

In October 2022, ABB announced that Accelleron Industries AG, a pioneer in high-power turbochargers for mission-critical applications, has been authorized to start trading on the SIX Swiss Exchange in Zurich under the ticker symbol “ACLN.” This is done to complete Accelleron’s spin-off from ABB.

Scope of the Report

Global Smart Factory Market, by Component
  • Industrial Robots
  • Machine Vision
  • Sensors
  • Industrial 3d Printing
  • Others
Global Smart Factory Market, by Solution
  • SCADA
  • PLC
  • DCS
  • MES
  • PLM
  • ERP
  • HMI
  • PAM
  • Others
Global Smart Factory Market, by Industry
  • Process Industries
  • Discrete Industries
  • Others
Global Smart Factory Market, by Region
  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Spain
    • Benelux
    • Nordic
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • South Korea
    • Indonesia
    • Austalia
    • Malaysia
    • India
    • Rest of Asia Pacific
  • South America
    • Brazil
    • Argentina
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Egypt
    • South Africa
    • Rest of Middle East & Africa

 

Parameters Indicators
Market Size 2034: USD 598.35 Billion
CAGR (2024-2034) 9.74%
Base year 2022
Forecast Period 2024-2034
Historical Data 2021 (2017 to 2020 On Demand)
Report Coverage Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
Key Segmentations Component, Solution, Industry.
Geographies Covered North America, Europe, Asia-Pacific, South America, Middle East, Africa
Key Vendors General Electric, Siemens, Rockwell Automation, Honeywell International, Mitsubishi Electric, Robert Bosch, Stratasys, FANUC, Schneider Electric and ABB
Key Market Opportunities ·       Advancement in AI and Machine Learning Applications
Key Market Drivers ·       Rising Need for Data-Driven Decision Making

·       Cost Reduction and Operational Efficiency

 

REPORT CONTENT BRIEF:

  • High-level analysis of the current and future Smart Factory Market trends and opportunities
  • Detailed analysis of current market drivers, restraining factors, and opportunities in the future
  • Smart Factory Market historical market size for the year 2021, and forecast from 2023 to 2033
  • Smart Factory Market share analysis at each product level
  • Competitor analysis with detailed insight into its product segment, Government & Defense strength, and strategies adopted.
  • Identifies key strategies adopted including product launches and developments, mergers and acquisitions, joint ventures, collaborations, and partnerships as well as funding taken and investment done, among others.
  • To identify and understand the various factors involved in the global Smart Factory Market affected by the pandemic
  • To provide a detailed insight into the major companies operating in the market. The profiling will include the Government & Defense health of the company’s past 2-3 years with segmental and regional revenue breakup, product offering, recent developments, SWOT analysis, and key strategies.

Frequently Asked Questions (FAQ)

The global Smart Factory Market is growing at a CAGR of 9.74% over the next 10 years

Asia Pacific is expected to register the highest CAGR during 2024-2034

General Electric, Siemens, Rockwell Automation, Honeywell International, Mitsubishi Electric, Robert Bosch, Stratasys, FANUC, Schneider Electric and ABB. are the major companies operating in the market.

Yes, we offer 16 hours of analyst support to solve the queries

Yes, we provide regional as well as country-level reports. Other than this we also provide a sectional report. Please get in contact with our sales representatives.

For more details mail us at

Ask a question / additional requirement

Table of Content

Table of Content

CHAPTER 1.      Executive Summary

CHAPTER 2.      Scope of the Study

2.1.       Market Definition

2.2.       Market Scope & Segmentation

2.2.1.    Objective of Report

CHAPTER 3.         Evolve BI Methodology

3.1.       Data Collection & Validation Approach

3.2.       Market Size Estimation and Forecast

CHAPTER 4.         Exclusive Analysis

4.1.       Market Opportunity Score

4.1.1.    Component Segement – Market Opportunity Score

4.1.2.    Solution Segment – Market Opportunity Score

4.1.3.    Industry Segment – Market Opportunity Score

4.2.       Key Market Influencing Indicators

CHAPTER 5.         Market Insights and Trends

5.1.       Value Chain Analysis

5.1.1.    Raw Material

5.1.2.    Manufacturing Process

5.1.3.    Distribution Channel

5.1.4.    End User

5.2.       Porter’s Five Forces Analysis

5.2.1.    Bargaining Power of Buyers

5.2.2.    Bargaining Power of Suppliers

5.2.3.    Threat of New Entrant

5.2.4.    Threat of Substitute

5.2.5.    Industry Rivalry

5.3.       COVID-19 Impact and Post COVID Scenario on Smart Factory Market

5.3.1.    Impact of COVID-19

5.3.2.    Government Support and Industry Revival Policies

5.3.3.    Measures Taken by Companies to Mitigate Negative Impact

5.3.4.    Post COVID Trend

CHAPTER 6.             Market Dynamics

6.1.       Introduction

6.2.       Drivers

6.2.1.    Driver 1

6.2.2.    Driver 2

6.2.3.    Driver 3

6.3.       Restraints

6.3.1.    Restraint 1

6.3.2.    Restraint 2

6.4.       Opportunity

6.4.1.    Opportunity 1

CHAPTER 7.          Smart Factory Market, By Component

7.1.       Introduction

7.1.1.    Industrial Robots

7.1.2.    Machine Vision

     7.1.3    Sensors

     7.1.4.   Industrial 3d Printing

7.1.5.  Others

CHAPTER 8             Smart Factory Market, By Solution

8.1.       Introduction

8.1.1.    SCADA

8.1.2.    PLC

8.1.3.    DCS

8.1.4.    MES

8.1.5.    PLM

8.1.6.  ERP

8.1.7.  HMI

8.1.8.  PAM

8.1.9.  Others

CHAPTER 9.     Smart Factory Market, By Industry

9.1.       Introduction

9.1.1.    Process Industries

9.1.2     Discrete Industries

9.1.3     Others

CHAPTER 10.     Smart Factory Market, By Region

10.1.     Introduction

10.2.     NORTH AMERICA

10.2.1. North America: Market Size and Forecast, By Country, 2024 – 2034($ Million)

10.2.2. North America: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.2.3. North America: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.2.4. North America: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.2.5. US

10.2.5.1. US: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.2.5.2. US: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.2.5.3. US: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.2.6. CANADA

10.2.6.1. Canada: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.2.6.2. Canada: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.2.6.3. Canada: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.2.7. MEXICO

10.2.7.1. Mexico: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.2.7.2. Mexico: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.2.7.3. Mexico: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.3.     Europe

10.3.1. Europe: Market Size and Forecast, By Country, 2024 – 2034($ Million)

10.3.2. Europe: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.3.3. Europe: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.3.4. Europe: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.3.5. U.K.

10.3.5.1. U.K.: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.3.5.2. U.K.: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.3.5.3. U.K.: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.3.6. GERMANY

10.3.6.1. Germany: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.3.6.2. Germany: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.3.6.3. Germany: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.3.7. FRANCE

10.3.7.1. France: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.3.7.2. France: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.3.7.3. France: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.3.8. ITALY

10.3.8.1. Italy: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.3.8.2. Italy: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.3.8.3. Italy: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.3.9. SPAIN

10.3.9.1. Spain: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.3.9.2. Spain: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.3.9.3. Spain: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.3.10. BENELUX

10.3.10.1. BeNeLux: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.3.10.2. BeNeLux: Market Size and Forecast, By Product, 2024 – 2034($ Million)

10.3.10.3. BeNeLux: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.3.11. RUSSIA

10.3.11.1. Russia: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.3.11.2. Russia: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.3.11.3. Russia: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.3.12. REST OF EUROPE

10.3.12.1. Rest of Europe: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.3.12.2. Rest of Europe: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.3.12.3. Rest of Europe: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.4.     Asia Pacific

10.4.1. Asia Pacific: Market Size and Forecast, By Country, 2024 – 2034($ Million)

10.4.2. Asia Pacific: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.4.3. Asia Pacific: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.4.4. Asia Pacific: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.4.5. CHINA

10.4.5.1. China: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.4.5.2. China: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.4.5.3. China: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.4.6. JAPAN

10.4.6.1. Japan: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.4.6.2. Japan: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.4.6.3. Japan: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.4.7. INDIA

10.4.7.1. India: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.4.7.2. India: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.4.7.3. India: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.4.8. SOUTH KOREA

10.4.8.1. South Korea: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.4.8.2. South Korea: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.4.8.3. South Korea: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.4.9. THAILAND

10.4.9.1. Thailand: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.4.9.2. Thailand: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.4.9.3. Thailand: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.4.10. INDONESIA

10.4.10.1. Indonesia: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.4.10.2. Indonesia: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.4.10.3. Indonesia: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.4.11. MALAYSIA

10.4.11.1. Malaysia: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.4.11.2. Malaysia: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.4.11.3. Malaysia: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.4.12. AUSTRALIA

10.4.12.1. Australia: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.4.12.2. Australia: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.4.12.3. Australia: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.4.13. REST FO ASIA PACIFIC

10.4.13.1. Rest fo Asia Pacific: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.4.13.2. Rest fo Asia Pacific: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.4.13.3. Rest fo Asia Pacific: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.5.     South America

10.5.1. South America: Market Size and Forecast, By Country, 2024 – 2034($ Million)

10.5.2. South America: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.5.3. South America: Market Size and Forecast, By System, 2024 – 2034($ Million)

10.5.4. South America: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.5.5. BRAZIL

10.5.5.1. Brazil: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.5.5.2. Brazil: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.5.5.3. Brazil: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.5.6. ARGENTINA

10.5.6.1. Argentina: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.5.6.2. Argentina: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.5.6.3. Argentina: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.5.7. REST OF SOUTH AMERICA

10.5.7.1. Rest of South America: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.5.7.2. Rest of South America: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.5.7.3. Rest of South America: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.6.     Middle East & Africa

10.6.1. Middle East & Africa: Market Size and Forecast, By Country, 2024 – 2034($ Million)

10.6.2. Middle East & Africa: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.6.3. Middle East & Africa: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.6.4. Middle East & Africa: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.6.5. SAUDI ARABIA

10.6.5.1. Saudi Arabia: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.6.5.2. Saudi Arabia: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.6.5.3. Saudi Arabia: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.6.6. UAE

10.6.6.1. UAE: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.6.6.2. UAE: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.6.6.3. UAE: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.6.7. EGYPT

10.6.7.1. Egypt: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.6.7.2. Egypt: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.6.7.3. Egypt: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.6.8. SOUTH AFRICA

10.6.8.1. South Africa: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.6.8.2. South Africa: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.6.8.3. South Africa: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

10.6.9. REST OF MIDDLE EAST & AFRICA

10.6.9.1. Rest of Middle East & Africa: Market Size and Forecast, By Solution, 2024 – 2034($ Million)

10.6.9.2. Rest of Middle East & Africa: Market Size and Forecast, By Component, 2024 – 2034($ Million)

10.6.9.3.Rest of Middle East & Africa: Market Size and Forecast, By Industry, 2024 – 2034($ Million)

CHAPTER 12. Competitive Landscape

12.1.     Competitior Benchmarking 2023

12.2.     Market Share Analysis

12.3.     Key Developments Analysis By Top 5 Companies

12.4.     Market Share Acquisition Strategies: Analysis of Key Approaches Employed by Top Players

CHAPTER 13. Company Profiles

13.1.     General Electric

13.1.1. Hanon Systems

13.1.2. Financial Analysis

13.1.2.1. Business Segment Revenue, 2020, 2021, 2022, $ Million

13.1.2.2. Geographic Revenue Mix, 2022 (% Share)

13.1.3. Product Portfolio

13.1.4. Recent Development and Strategies Adopted

13.1.5. SWOT Analysis

13.2.     Siemens

13.3.     Rockwell Automation

13.4.     Honeywell International

13.5.     Mitsubishi Electric

13.6.     Robert Bosch

13.7.     Stratasys

13.8.    FANUC

13.9     Schneider Electric

13.10   ABB

 

Connect to Analyst

Connect to Analyst

Research Methodology

Research Methodology