Market Overview

The North America plastics in solar panels market is projected to register healthy growth during the forecast period, 2021–2030. The market was valued at USD 627.40 million in 2020 and is projected to register a CAGR of 29.75% to reach USD 7,736.26 million by the end of 2030.

In terms of volume, the market was sized at 381.34 thousand tons in 2020 and is likely to exhibit a CAGR of 27.24% to reach 3,871.48 thousand tons by the end of 2030.

A prominent factor driving the growth of the North America market is the rising demand for solar panels across the US. The increasing solar system installations in various end user applications such as residential, commercial, and utility is expected to boost the demand for plastics in solar panels and hence favor the growth of the North America market in the years to follow.

Plastics in solar panels are a unique blend of organic polymers and other small molecules that absorb light and transport it through the cell to generate electricity. Plastics play a secondary role in the production of solar panels. For example, solar panel plastic sheets or films can reduce internal humidity or protect the glass and silicon panels beneath the elements.

Plastics are primarily used for connecting components such as thrust washers, electrical insulators, pipes, valves, and other fittings. Further, plastic is used in a wide variety of other solar panel components. The most common plastics used in solar panels include ABS, Plexiglass, Polycarbonate, and Polypropylene, among others.

However, the fluctuating prices of raw materials, i.e., plastics, are expected to be a key factor restraining the growth of the North America market during the review period.

Market Segmentation

According to this report, the North America plastics in solar panels market has been segmented based on type and country.

Based on type, the North America market has been classified into acrylonitrile butadiene styrene (abs), plexiglass, polycarbonate, polypropylene, and others. The acrylonitrile butadiene styrene (ABS) segment accounted for the largest share of 42.24% in 2020 due to its growing applications in the solar energy industry.

By country, the North America plastics in the solar panels market has been classified into the US, Canada, and Mexico.

Major Players

Key players in the North America Plastics in solar panels market include LG Chem Ltd. (South Korea), Toray Industries, Inc (Japan), Dow (US), Merlin Solar Technologies, Inc. (US), Solarge (Netherlands), Flisom (Switzerland), A&C Plastics Inc. (US), and Trinseo (US).

COVID 19 Impacts

We are continuously tracking the impact of the COVID-19 pandemic on various industries and verticals within all domains. Our research reports include the same and help you understand the drop and rise, owing to the impact of COVID-19 on industries.

Also, we help you to identify the gap between the demand and supply of your interested market. Moreover, the report helps you with the analysis, amended government regulations, and many other useful insights.

TABLE OF CONTENTS

1 EXECUTIVE SUMMARY
1.1 MARKET ATTRACTIVENESS ANALYSIS
1.1.1 NORTH AMERICA PLASTICS IN SOLAR PANELS MARKET, BY TYPE
1.1.2 NORTH AMERICA PLASTICS IN SOLAR PANELS MARKET, BY COUNTRY

2 MARKET INTRODUCTION
2.1 DEFINITION
2.2 SCOPE OF THE STUDY
2.3 MARKET STRUCTURE

3 RESEARCH METHODOLOGY
3.1 RESEARCH PROCESS
3.2 PRIMARY RESEARCH
3.3 SECONDARY RESEARCH
3.4 MARKET SIZE ESTIMATION
3.5 TOP-DOWN AND BOTTOM-UP APPROACH
3.6 FORECAST MODEL
3.7 LIST OF ASSUMPTIONS & LIMITATIONS

4 MARKET DYNAMICS
4.1 INTRODUCTION
4.2 DRIVERS
4.2.1 INCREASING DEMAND FOR SOLAR PANELS ACROSS US
4.2.1.1 NORTH AMERICA
4.2.1.1.1 US
4.2.1.1.2 CANADA
4.2.2 GROWING SOLAR SYSTEMS INSTALLATIONS
4.2.3 DRIVERS IMPACT ANALYSIS
4.3 RESTRAINT
4.3.1 VOLATILE RAW MATERIAL PRICES
4.3.2 RESTRAINT IMPACT ANALYSIS
4.4 OPPORTUNITY
4.4.1 WIDENING APPLICATION SCOPE OF PLASTICS IN SOLAR PANEL
4.5 THREAT
4.5.1 LOW POWER GENERATION CAPACITY

5 MARKET FACTOR ANALYSIS
5.1 SUPPLY CHAIN ANALYSIS
5.1.1 RAW MATERIAL SUPPLIERS
5.1.2 PLASTICS IN SOLAR PANEL PRODUCERS
5.1.3 DISTRIBUTION & SALES CHANNEL
5.1.4 APPLICATION
5.2 PORTER’S FIVE FORCES ANALYSIS
5.2.1 THREAT OF NEW ENTRANTS
5.2.2 BARGAINING POWER OF SUPPLIERS
5.2.3 THREAT OF SUBSTITUTES
5.2.4 BARGAINING POWER OF BUYERS
5.2.5 INTENSITY OF RIVALRY
5.3 IMPACT OF COVID 19 OUTBREAK ON NORTH AMERICA PLASTICS IN SOLAR PANELS MARKET
5.3.1 OVERVIEW OF SUPPLY SCENARIO
5.3.1.1 PRODUCTION/ SUPPLY SCENARIO
5.3.2 IMPACT OF COVID 19 ON THE SUPPLY CHAIN OF PLASTICS IN SOLAR PANEL MARKET
5.3.3 IMPACT FROM END-USE MARKET OF PLASTICS IN SOLAR PANEL MARKET

6 NORTH AMERICA PLASTICS IN SOLAR PANEL MARKET, BY TYPE
6.1 OVERVIEW
6.1.1 PLASTICS IN SOLAR PANEL: MARKET ESTIMATES & FORECAST BY TYPE, 2019–2030
6.1.2 PLASTICS IN SOLAR PANEL: MARKET ESTIMATES & FORECAST BY TYPE, 2019–2030
6.1.3 ACRYLONITRILE BUTADIENE STYRENE (ABS)
6.1.4 PLEXIGLASS
6.1.5 POLYCARBONATE
6.1.6 POLYPROPYLENE
6.1.7 OTHERS

7 NORTH AMERICA PLASTICS IN SOLAR PANEL MARKET, BY COUNTRY
7.1 OVERVIEW
7.2 US
7.3 CANADA
7.4 MEXICO

8 COMPETITIVE LANDSCAPE
8.1 COMPETITIVE OVERVIEW
8.2 NORTH AMERICA MARKET STRATEGY ANALYSIS
8.3 RECENT DEVELOPMENTS
8.4 COMPETITIVE BENCHMARKING

9 COMPANY PROFILES
9.1 LG CHEM LTD.
9.1.1 COMPANY OVERVIEW
9.1.2 FINANCIAL OVERVIEW
9.1.3 PRODUCTS OFFERED
9.1.4 KEY DEVELOPMENTS
9.1.5 SWOT ANALYSIS
9.1.6 KEY STRATEGIES
9.2 TORAY INDUSTRIES INC
9.2.1 COMPANY OVERVIEW
9.2.2 FINANCIAL OVERVIEW
9.2.3 PRODUCTS OFFERED
9.2.4 KEY DEVELOPMENT
9.2.5 SWOT ANALYSIS
9.2.6 KEY STRATEGIES
9.3 DOW
9.3.1 COMPANY OVERVIEW
9.3.2 FINANCIAL OVERVIEW
9.3.3 PRODUCTS OFFERED
9.3.4 KEY DEVELOPMENTS
9.3.5 SWOT ANALYSIS
9.3.6 KEY STRATEGIES
9.4 MERLIN SOLAR TECHNOLOGIES, INC.
9.4.1 COMPANY OVERVIEW
9.4.2 FINANCIAL OVERVIEW
9.4.3 PRODUCTS OFFERED
9.4.4 KEY DEVELOPMENTS
9.4.5 SWOT ANALYSIS
9.4.6 KEY STRATEGIES
9.5 SOLARGE
9.5.1 COMPANY OVERVIEW
9.5.2 FINANCIAL OVERVIEW
9.5.3 PRODUCTS OFFERED
9.5.4 KEY DEVELOPMENTS
9.5.5 SWOT ANALYSIS
9.5.6 KEY STRATEGIES
9.6 FLISOM
9.6.1 COMPANY OVERVIEW
9.6.2 FINANCIAL OVERVIEW
9.6.3 PRODUCTS OFFERED
9.6.4 KEY DEVELOPMENTS
9.6.5 SWOT ANALYSIS
9.6.6 KEY STRATEGIES
9.7 A&C PLASTICS INC.
9.7.1 COMPANY OVERVIEW
9.7.2 FINANCIAL OVERVIEW
9.7.3 PRODUCTS OFFERED
9.7.4 KEY DEVELOPMENTS
9.7.5 SWOT ANALYSIS
9.7.6 KEY STRATEGIES
9.8 TRINSEO
9.8.1 COMPANY OVERVIEW
9.8.2 FINANCIAL OVERVIEW
9.8.3 PRODUCTS OFFERED
9.8.4 KEY DEVELOPMENTS
9.8.5 SWOT ANALYSIS
9.8.6 KEY STRATEGIES

10 APPENDIX
10.1 REFERENCES

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Market Overview

The US water and wastewater pipes market is expected to be driven by various factors, such as the growing construction industry and an increase in water and wastewater treatment applications. However, volatile raw material prices and concerns regarding PVC pipes disposal are some factors that might hinder the market growth during the forecast period. The US water and wastewater pipes market is expected to grow at a 7.8% CAGR during the forecast period.
A water pipe is a pipe designed to transport treated water for various purposes. In comparison, a wastewater pipe is designed to transport wastewater or sewage for treatment or disposal purposes. These pipes are made using various materials, such as plastic, metal, concrete, and clay, manufactured in various diameters and sizes as per their applications. These pipes are used for applications in the residential, agriculture, and industrial sectors.
The US water and wastewater pipes market is expected to witness moderate growth over the forecast period. The growth of the water and wastewater pipes market is primarily driven by the growing construction industry and the increase in water and wastewater treatment applications. However, volatile raw material prices and concerns regarding PVC pipes disposal are expected to hinder the market’s growth. On the other hand, the increase in operations and maintenance activities is expected to present lucrative opportunities for market vendors.

Market Segmentation

This study of the US water and wastewater pipes market provides detailed information about the industry trends and dynamics, market size, competitive landscape, and growth opportunities. This research report categorizes the water and wastewater pipes market based on material type and application. Based on material type, the water, and wastewater pipes market has been segmented into plastic pipe, metal pipe, concrete pipe, and clay pipe. Based on application, the water and wastewater pipes market is segmented into municipal, industrial, and agricultural.
By material type, the plastic pipe segment holds the largest market share and is expected to register the highest CAGR during the forecast period. By application, the municipal segment is the most significant contributor to the water and wastewater pipes market and is expected to register the highest CAGR between 2021 and 2027.

Major Players

The major market players in the US water and wastewater pipe market are Berkshire Hathaway Inc, Charlotte Pipe & Foundry Company, Chevron Phillips Chemical Company LLC, Hobas Engineering Gmbh, Cambridge-Lee Industries LLC, Polypipe Incorporated, Logan Clay Products LLC, and AB&I Foundry.

COVID 19 Impacts

We are continuously tracking the impact of the COVID-19 pandemic on various industries and verticals within all domains. Our research reports include the same and help you understand the drop and rise, owing to the impact of COVID-19 on the industries.
Also, we help you to identify the gap between the demand and supply of your interested market. Moreover, the report helps you with the analysis, amended government regulations, and many other useful insights.

The post US Water and Wastewater Pipe Market Research Report Forecast to 2027 first appeared on CRI Report.

Alcohol consumption has become a part of social interactions among the young people in India. The beer market is slowly gaining prominence, owing to an increase in disposable income, preference for low-alcohol beverage, and growing social acceptance. Some of the main players that operate in the market are Mohan Meakin Ltd., Arbor Brewing Company India, United Breweries Ltd. (UB Group), and B9 Beverages Pvt. Ltd. (Bira 91).

Market insights:
In terms of volume, the beer market was valued at 5,533.73 Mn ltrs in 2020 and is expected to reach 9,004.74 Mn ltrs by 2025, expanding at a compound annual growth rate (CAGR) of ~10.89% during the 2021 – 2025 period.

Urbanization and change in societal perspective, along with the launch of new low- and no-alcohol variant beer, technological advancements are a few of the significant factors that propel market growth. Introduction of online order and ease of doorstep delivery in certain states are further driving the market.

However, low per capita consumption rate, various government regulations, and high taxation policies in most of the states across India deter its growth.

Segment insights:

On the basis of product type, the market can be segmented into strong, mild, and craft beer. The strong beer segment contributed the largest revenue share in 2020. Craft beer is estimated to be the fastest-growing segment during the forecast period.

The strong beer segment is expected to reach 5,728.16 Mn ltrs in terms of volume by 2025 continuing to be the dominant segment. The craft beer segment is expected to grow at a rate of 108.59% in terms of volume over the forecast period.

COVID-19 impact analysis:
During the initial stages of the COVID-19 pandemic, the overall market experienced a huge setback. The sale of alcoholic beverages was discontinued for about 40 days during the first two phases of the lockdown. The World Health Organization (WHO) associated alcohol consumption to weakening of immunity. This further demotivated consumers from buying beer even after the ban was lifted during the third phase of lockdown.

Furthermore, introduction of COVID cess (an additional cess to fund extra spending in the wake of the pandemic) on liquor in various states, increased the prices of alcohol including beer by a high margin. This increase in price has led to the increased demand for low-cost inferior-quality beers over premium quality beers.

However, one of the most significant positive impact of COVID-19 lockdown is the introduction of online sale of the beer in certain states, such as, Chhattisgarh, West Bengal, Maharashtra, and Punjab. This has increased the in-home consumption of all alcoholic beverages, including beer thereby increasing the sale.

Companies covered:
• Mohan Meakin Ltd.
• United Breweries Ltd. (UB Group)
• Arbor Brewing Company India
• B9 Beverages Pvt. Ltd. (Bira 91)
• Carlsberg India Pvt. Ltd.
• Gateway Brewing Company
• Himalayan Ales Pvt. Ltd. (White Rhino)
• Molson Coors India Pvt. Ltd.
• Sona Beverages Pvt. Ltd. (Simba Beer)
• Anheuser-Busch In Bev NV

Global Non-Alcoholic Beer Research Report- Forecast to 2023

The post Beer Market in India 2021 first appeared on CRI Report.

India is going through a phase of rapid technological development which comes with an increasing risk of being exploited by cybercriminals for economic gains. In the wake of the pandemic, it has become crucial for organizations to strengthen their business continuity plans (BCPs), with special attention on cybersecurity products and solutions, to prevent businesses from falling prey to malware and other cyber threats.

The cybersecurity market in India is estimated to reach INR 288.99 Bn by 2025, expanding at a CAGR of ~12.43% during the 2020-2025 period. Digital evolution, increased cyberattacks, regulatory focus on security breaches, increased attention from companies’ board to cybersecurity requirements, and government initiatives continue to drive market growth. In 2019, CERT-In handled around 394,449 cyber incidents, which recorded a growth of 47.19% over a 10 year period.

Cybersecurity products segment:
The cybersecurity products segment is expected to witness a higher growth rate (13.27%) than cybersecurity services (11.46%) during the forecast period. Increased spending on cybersecurity products backed by specialized technologies ensures this segment’s leading position in the cybersecurity market, with a share of 52%.

Data security and endpoint security will witness higher growth rates than the other product segments. Increased number of smartphone users and internet subscribers, coupled with growing popularity of the BYOD (bring your own device) model and remote work culture is expected to fuel growth.

Security intelligence, detection and response is expected to account for ~30% of the products segment revenue in 2025, continuing to hold its position as the highest contributor to the India cybersecurity market.

Cybersecurity services segment:
The cybersecurity services segment is expected to reach INR 131.09 Bn by 2025. Security testing and incident response are likely to attract the maximum revenue in the cybersecurity services space. Increased use of IoT devices, regulatory mandates by the RBI, and imminent threat of cyberattacks are propelling market growth.

Security devices need to be constantly monitored and configuration upgrades have become necessary due to the rapid pace of technological advancements. As a result, security operations hold the largest market share (~39%) in the overall services mix.

End-user segments:
The top three sectors that contribute to the maximum cybersecurity demand are banking and financial services, technology and associated services, and government sectors. Looming security risks and cyber threats, owing to the use AI, blockchain, IoT, and real-time payments, and introduction of mobile point-of-sale devices have increased the need for cybersecurity spends in the banking and financial services industry.

More stringent guidelines on data privacy, such as Personal Data Protection Bill 2019, require the IT sector to focus on cybersecurity infrastructure. Cybersecurity spend by this sector is expected to reach INR 71.54 Bn by 2025, expanding at a CAGR of 18.54% during the 2019-2025 period. The Indian government is investing massive amounts to build robust cyber protected systems, to safeguard digital services from potential cyber threats.

Impact of COVID-19:
The COVID-19 pandemic has caused worldwide economic disruptions, impacting health, businesses, and livelihoods of millions of people. There has been a stupendous hike in the volume and sophistication of cyberattacks as organizations try to struggle through the ongoing crisis. In 2020, the volume of cyberattacks on domestic organizations doubled in March as compared to January, with the outbreak of COVID-19.

Organizations need to revisit their BCPs and incident response plans in the wake of the pandemic, which has disrupted key elements of the supply chain. Every organization should focus on having robust VPN services and revised security defenses to minimize the risk of cyber threats, which has escalated amid the pandemic.

Companies covered

• HCL Technologies Limited
• Tata Consultancy Services Limited
• Wipro Limited
• Cisco Systems (India) Private Limited
• Dell India Private Limited
• IBM India Private Limited
• Northrop Grumman International Inc.
• Oracle India Private Limited
• NortonLifeLock Inc.

Cybersecurity Solution Market in India 2019

The post Cyber Security Solution Market in India 2020 first appeared on CRI Report.

The post Artificial Intelligence (AI) in Indian Manufacturing Industry 2020 first appeared on CRI Report.

According to our latest research report Milk Processing Industry in India 2017, several established milk processing companies are looking to further expand their business and are looking to raise funds through IPOs. This will further aid in the development of the country’s milk processing industry.

Milk Processing Industry in India – Key Growth Factors
Increasing urbanization in the country is bringing more consumers in touch with various processed milk products. This, along with the rising income of Indians, has ensured that the market continues to experience strong growth. Expansion of food and grocery retail outlets to even tier 2 and tier 3 cities is further driving demand as products are more easily available to consumers. Another growth factor is extensive marketing campaigns by companies to educate consumers about the availability and benefits of their products.

Milk Processing Industry in India – Threats and Key Players
The highly perishable nature of most milk products demands for cold storage facilities. However, the lack of proper cold storage and distribution facilities in the country is a major challenge for the industry.

The gap in supply chain is another major problem being faced by the country’s milk processing industry. Moreover, the lack of sufficient feed and fodder in the country implies that production of milk is not at its full capacity.

Some major players in the market include Amrit Corporation Ltd., Anik Industries Ltd., Hatsun Agro Product Ltd., Nestle India Ltd., Kwality Ltd. and Creamline Dairy Products Ltd. Currently, several foreign players such as Groupe Lactalis SA, the world’s largest dairy products company, are looking forward to enter the Indian market.

What’s covered in the report?
Overview of the milk processing industry
Past and forecasted market size data over FY 2012 to FY 2020
Trade analysis of processed milk products in India
Qualitative analysis of the major drivers and challenges affecting the market
Analysis of the competitive landscape and profiles of major players operating in the market
Strategic developments in the Indian milk processing industry

Why buy?
Get a broad understanding of the milk processing industry in India, the dynamics of the market and the current state of the industry
Strategize marketing, market-entry, market expansion and other business plans by understanding the factors driving the growth of the market
Be informed regarding the key developments in the milk processing industry in India
Understand major competitors’ business and market dynamics, and respond accordinglySlide 1: Executive Summary

Socioeconomic Indicators
Slide 2: Total Population (2010-2011 – 2019-2020), Population Density (2010-2011 – 2019-2020)
Slide 3: Sex Ratio (2005, 2010, 2015, 2020), Population by Age Group (2005, 2010, 2015, 2020), Urbanization Trend (2010-2011 – 2019-2020)
Slide 4: Total Fertility Rate (2005-2010, 2010-2015, 2015-2020), Infant Mortality Rate (2005-2010, 2010-2015, 2015-2020), Total Number of Births (2005-2010, 2010-2015, 2015-2020), Total Number of Death (2005-2010, 2010-2015, 2015-2020)
Slide 5: Total Literacy Rate (2001, 2011), Rural Literacy (2001, 2011), Urban Literacy (2001, 2011)
Slide 6: GDP at Market Prices (2010-2014), FDI (2010-2014), Inflation Rate (2010-2014), Unemployment Rate (2010-2014)
Slide 7: Access to Safe Drinking Water (2001, 2011), Exchange Rate (2010-2015)

Market Overview
Slide 8: Market Definition & Structure
Slide 9: Milk Production in India – State-Wise (FY 2014 – FY 2016)
Slide 10: Milk Processing – Value Chain Analysis
Slide 11: Milk Processing Industry in India – Market Overview, Size and Growth (FY 2012 – FY 2020e)
Slide 12: Market Size & Growth – Select Value Added processed Milk Products
Slide 13: Milk Processing Industry – State-Wise Total Value of Output (FY 2012 – FY 2015)
Slide 14: Milk Processing Industry – State-Wise Gross Value Added (FY 2012 – FY 2015)
Slide 15: Porter’s Five Forces Analysis

Trade Analysis
Slide 16: Export of Milk and Cream, Not Concentrated nor Containing Added Sugar or Other Sweetening Matter – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)
Slide 17: Import of Milk and Cream, Not Concentrated nor Containing Added Sugar or Other Sweetening Matter – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)
Slide 18: Export of Milk and Cream, Concentrated or Containing Added Sugar or Other Sweetening Matter – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)
Slide 19: Import of Milk and Cream, Concentrated or Containing Added Sugar or Other Sweetening Matter – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)
Slide 20: Export of Buttermilk, Curdled Milk and Cream, Yogurt, Kephir and Other Fermented or Acidified Milk and Cream – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)
Slide 21: Import of Buttermilk, Curdled Milk and Cream, Yogurt, Kephir and Other Fermented or Acidified Milk and Cream – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)
Slide 22: Export of Whey and Products Consisting of Natural Milk Constituents Whether or Not Containing Added Sugar or Sweetening Matter – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)
Slide 23: Import of Whey and Products Consisting of Natural Milk Constituents Whether or Not Containing Added Sugar or Sweetening Matter – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)
Slide 24: Export of Butter and Other Fats and Oils Derived From Milk; Dairy Spreads – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)
Slide 25: Import of Butter and Other Fats and Oils Derived From Milk; Dairy Spreads – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)
Slide 26: Export of Cheese and Curd – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)
Slide 27: Import of Cheese and Curd – Size (Value-Wise; FY 2013 – FY 2017(Apr-Feb)) and Country-Wise Segmentation (Value-Wise; FY 2015 and FY 2016)

Market Influencers
Slide 28-29: Market Drivers
Slide 30: Market Challenges

Competitive Landscape
Slide 31: List of Major Players
Slide 32-63: Profiles of Major Players

Recent Developments
Slide 64-65: Key Strategic Recommendations

Appendix
Slide 66: Research Methodology

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