시장보고서
상품코드
1623167

디지털 인쇄 서비스 시장 : 제품 유형별, 잉크 유형별, 기재별, 용도별, 최종 사용자별, 지역별(2024-2031년)

Digital Printing Services Market By Product Type, By Ink Type, By Substrate, By Application, End-User, & Region for 2024-2031

발행일: | 리서치사: Verified Market Research | 페이지 정보: 영문 202 Pages | 배송안내 : 2-3일 (영업일 기준)

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

디지털 인쇄 서비스 시장 평가(2024-2031년)

2023년에 314억 1,000만 달러로 평가된 디지털 인쇄 서비스 시장은 2024년부터 2031년까지의 연평균 성장률(CAGR) 5.13%를 반영할 전망이며, 2031년에는 477억 8,000만 달러에 이를 것으로 예상됩니다. 이 성장의 주요 요인은 인쇄 비용 전체를 줄이고 기존 방법에 비해 디지털 인쇄의 이점에 대한 의식이 증가하는 것입니다. 이러한 이점에는 유연성 향상, 납기 단축, 맞춤형 고품질 인쇄물 작성 능력 등이 포함됩니다. 잉크젯이나 레이저 인쇄 기능의 향상 등, 디지털 인쇄 기술의 진보가 시장의 확대에 한층 더 공헌하고 있습니다. 그 결과, 다양한 업계의 기업이, 진화하는 인쇄 요구에 대응해, 이 혁신적인 기술이 제공하는 메리트를 활용하기 위해서, 디지털 인쇄 서비스를 채용하는 케이스가 증가하고 있습니다.

디지털 인쇄 서비스 시장 정의 및 개요

디지털 인쇄는 디지털 기반 이미지를 종이, 캔버스, 천, 합성 섬유 등의 다양한 미디어 기재에 인쇄하는 프로세스이며, 종래의 오프셋 인쇄와 달리 쇄판을 필요로 하지 않습니다. 디지털 인쇄에서는, 화상은 PDF, TIFF, PSD등의 포맷의 디지털 파일을 사용해 인쇄업자에게 직접 보내지기 때문에, 인쇄 공정이 합리화되어 수작업으로 피스를 서로 싸매거나 판이나 컬러 프루프를 만들거나 하는 종래의 방법으로 필요했던 기계적인 공정이 삭감됩니다. 이 기술은 마케팅 자료, 명함, 다이렉트 메일 등 맞춤형 인쇄물에 비용 효율적인 솔루션을 제공하여 번거로운 포맷 기기가 필요 없이 고해상도로 완벽한 마무리를 실현합니다. 디지털 인쇄의 채용에 의해, 옷감이나 패키지라고 하는 종래의 소재의 커스터마이즈가 용이해져, 몇개의 산업에서 이용 범위가 넓어지고 있습니다.

디지털 인쇄 서비스 시장의 성장을 가속하는 요인은 무엇인가?

이 시장은 기술의 진보에 의해 추진되고 있습니다. 인쇄 품질의 향상, 인쇄 속도의 고속화, 폭넓은 소재와의 호환성에 의해 디지털 인쇄는 다양한 용도로 점점 실행 가능한 선택이 되고 있습니다. 주요 촉진요인은 다양한 산업에서 정규화에 대한 수요가 증가하고 있습니다. 소형 로트 및 개인화된 디자인은 디지털 인쇄로 가능하며 특정 마케팅 요구 사항과 제품의 차별화 요구 사항, 심지어 개별 소비자의 선호도를 충족시킵니다.

전자상거래의 인기가 높아짐에 따라 온디맨드로 고품질의 패키징과 라벨의 요구를 부추겨 시장을 더욱 밀어주고 있습니다. 디지털 인쇄는, 종래의 인쇄 방법과 비교해 폐기물이나 에너지가 적게 들기 때문에, 환경에 대한 관심이 높아져, 기호는 디지털 인쇄로 이동하고 있습니다.

시장 개척의 새로운 기회는 신흥 국가 지역의 중간층 증가와 가처분 소득 증가로 인해 디지털 인쇄 서비스에 대한 세계 수요를 창출하고 있습니다.

디지털 인쇄 서비스 시장의 매출을 급락시키고 있는 요인은 무엇인가?

디지털 인쇄 장비의 도입과 유지에는 상당한 초기 투자가 필요하며, 특히 첨단 기술이 필요하기 때문에 중소기업과 신흥기업의 장벽이 될 수 있습니다.

오프셋 인쇄는 대량이고 표준화된 프로젝트에서는 여전히 비용 효율이 높기 때문에 종래의 인쇄 방법과의 경쟁이 계속되고 있어 특정의 부문에서 경쟁이 발생하고 있습니다. 잉크나 원재료 비용의 변동은 인쇄 서비스 공급자의 이익률에도 영향을 미쳐 고도의 디지털 인쇄기기를 조작하고 복잡한 인쇄 공정을 관리하기 위해서는 전문적인 기술과 전문 지식이 요구되지만 이를 찾아내고 유지하기 어렵습니다.

디지털 인쇄는 일반적으로 기존의 방법보다 환경 친화적이라고 생각되지만, 여전히 폐기물을 발생시키고 자원을 소비하기 때문에 업계 내에서 지속 가능한 관행과 책임있는 폐기물 관리의 지속적인 진보가 필요합니다. 이러한 요인은 특정 상황에서 디지털 인쇄 서비스의 채택을 제한하거나 시장의 특정 부문에 과제를 일으킬 수 있습니다.

목차

제1장 세계의 디지털 인쇄 서비스 시장 : 서문

  • 시장 개요
  • 조사 범위
  • 전제조건

제2장 주요 요약

  • 데이터 마이닝
  • 2차 조사
  • 1차 조사
  • 전문가의 조언
  • 품질 체크
  • 최종 리뷰
  • 데이터의 삼각측량
  • 상향식 접근
  • 하향식 접근
  • 조사의 흐름
  • 데이터 소스

제3장 검증된 시장 조사의 조사 방법

  • 개요
  • 절대 수익 기회
  • 시장의 매력
  • 향후 시장 기회

제4장 세계의 디지털 인쇄 서비스 시장 전망

  • 개요
  • 시장 역학
    • 성장 촉진요인
    • 억제요인
    • 기회
  • Porter's Five Forces 모델
  • 밸류체인 분석

제5장 세계의 디지털 인쇄 서비스 시장 : 제품 유형별

  • 개요
  • 레이저
  • 잉크젯
  • UV 잉크젯
  • 직접 서멀
  • 승화형
  • 전자사진

제6장 세계의 디지털 인쇄 서비스 시장 : 잉크 유형별

  • 개요
  • 수성
  • UV 경화형
  • 라텍스
  • 승화형
  • 용제

제7장 세계의 디지털 인쇄 서비스 시장 : 기재별

  • 개요
  • 섬유
  • 종이
  • 플라스틱 필름
  • 유리
  • 세라믹
  • 릴리스 라이너

제8장 세계의 디지털 인쇄 서비스 시장 : 용도별

  • 개요
  • 그래픽 커뮤니케이션
  • 라벨 및 패키징
  • 산업용
  • 장식
  • 패브릭 및 섬유 인쇄
  • 기능 인쇄

제9장 세계의 디지털 인쇄 서비스 시장 : 최종 사용자별

  • 개요
  • 광고 및 마케팅
  • 텍스타일 및 의류
  • 자동차
  • 건설
  • 소매
  • 헬스케어
  • 포장

제10장 세계의 디지털 인쇄 서비스 시장 : 지역별

  • 개요
  • 북미
    • 미국
    • 캐나다
    • 멕시코
  • 유럽
    • 독일
    • 영국
    • 프랑스
    • 이탈리아
    • 스페인
    • 기타 유럽
  • 아시아태평양
    • 중국
    • 일본
    • 인도
    • 기타 아시아태평양
  • 라틴아메리카
    • 브라질
    • 아르헨티나
    • 기타 라틴아메리카
  • 중동 및 아프리카
    • 아랍에미리트(UAE)
    • 사우디아라비아
    • 남아프리카
    • 기타 중동 및 아프리카

제11장 세계의 디지털 인쇄 서비스 시장 : 경쟁 구도

  • 개요
  • 각사 시장 랭킹
  • 주요 개발 전략
  • 기업 지역 실적
  • 기업의 산업 발자국
  • ACE 매트릭스

제12장 기업 프로파일

  • Canon
  • HP
  • Vision Design & Print Ltd.
  • Longo AG
  • Printing In Cannes
  • AlphaGraphics Inc.
  • Rotomail
  • Rotolito
  • LEGO SPA
  • Mediagraf

제13장 주요 발전

  • 제품 출시 및 개발
  • 합병 및 인수
  • 사업 확대
  • 파트너십 및 제휴

제14장 부록

  • 관련 조사
AJY 25.01.22

Digital Printing Services Market Valuation - 2024-2031

The Digital Printing Services Market, valued at USD 31.41 Billion in 2023, is projected to reach USD 47.78 Billion by 2031 , reflecting a Compound Annual Growth Rate (CAGR) of 5.13% from 2024 to 2031 . This growth is primarily driven by factors such as a reduction in the overall cost of printing and increased awareness about the advantages of digital printing compared to conventional methods. These advantages include greater flexibility, shorter turnaround times, and the ability to produce customized and high-quality prints. Advancements in digital printing technology, such as improved inkjet and laser printing capabilities, have further contributed to the market's expansion. As a result, businesses across various industries are increasingly adopting digital printing services to meet their evolving printing needs and capitalize on the benefits offered by this innovative technology.

Digital Printing Services Market: Definition/Overview

Digital printing is the process whereby digital-based images are printed onto various media substrates such as paper, canvas, fabric, and synthetics, eliminating the need for a printing plate, unlike traditional offset printing methods. With digital printing, images are directly sent to the printer using digital files in formats such as PDF, TIFF, or PSD, streamlining the printing process and reducing the mechanical steps required in traditional methods like manually stripping pieces together or making plates and color proofs. This technology provides a cost-effective solution for customized printed items such as marketing materials, business cards, and direct mail pieces, offering high-resolution and flawless results without the need for cumbersome formatting equipment. The adoption of digital printing has expanded the scope for several industries, facilitating the customization of conventional materials like fabric and packaging.

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What Factors are Driving the Growth of the Digital Printing Services Market?

The market is propelled forward by technological advancements. Improved print quality, faster printing speeds, and wider material compatibility are making digital printing an increasingly viable option for diverse applications. A major driver is the growing demand for customization across various industries. Short-run printing and personalized designs are enabled by digital printing, meeting specific marketing needs, product differentiation requirements, and even individual consumer preferences.

The market is further propelled by the rising popularity of e-commerce, which fuels the need for on-demand and high-quality packaging and labels. Preferences are shifting towards digital printing due to increased environmental concerns, as it often involves less waste and energy compared to traditional printing methods.

New opportunities for market expansion are presented by a growing middle class in developing regions, along with increasing disposable income, creating global demand for digital printing services.

What Factors are Plummeting Sales of the Digital Printing Services Market?

The high initial investment, as acquiring and maintaining digital printing equipment can be substantial, particularly for advanced technology, potentially acting as a barrier for smaller businesses or startups.

Competition from traditional printing methods persists, as offset printing remains cost-effective for high-volume, standardized projects, posing competition in specific segments. Fluctuations in ink and raw material costs can also impact profit margins for printing service providers, and there is a requirement for specialized skills and expertise to operate sophisticated digital printing equipment and manage complex printing processes, which can be challenging to find and maintain.

Environmental concerns also play a role, as while digital printing is generally considered more environmentally friendly than traditional methods, it still generates waste and consumes resources, necessitating ongoing advancements in sustainable practices and responsible waste management within the industry. These factors can limit the adoption of digital printing services in certain situations or pose challenges to specific segments of the market.

Category-Wise Acumens

Which Product Type Segment Holds the Dominant Market Share in the Digital Printing Services Market?

The dominant market share in the Digital Printing Services Market is held by the Inkjet category, surpassing laser, UV, and other printing types. Affordability characterizes inkjet printers, as they are generally more accessible compared to other technologies, appealing to a wider range of businesses and individual consumers.

Inkjet technology offers versatility by accommodating a diverse range of materials, from paper and cardstock to fabric and metal, thereby catering to various applications. Advancements in inkjet technology have resulted in high-quality printing output, rivaling other technologies in certain situations while remaining cost-effective.

While not the fastest option, inkjet printers offer adequate printing speeds suitable for most applications, especially considering their affordability and versatility. While other technologies like Laser excel in specific areas such as high-volume printing and crisp text, the combined factors of affordability, versatility, and print quality establish Inkjet printing as the dominant player in the Digital Printing Services Market.

Will the Packaging Segment Turn into an Epicenter of Growth in the Digital Printing Services Market?

The packaging segment is positioned to emerge as a significant epicenter of growth in the Digital Printing Services Market. The importance of digital printing is underscored by the rising demand for customized and visually appealing packaging solutions across various industries, including food and beverage, pharmaceuticals, cosmetics, and consumer goods. Brands are enabled by digital printing to create unique and eye-catching packaging designs that resonate with consumers, thereby enhancing brand visibility and competitiveness.

The need for on-demand and high-quality packaging and labels is fueled by the increasing popularity of e-commerce, as online retailers aim to differentiate their products and provide a memorable unboxing experience to customers.

Advancements in digital printing technology, such as improved print quality, faster turnaround times, and cost-effective short-run printing capabilities, further bolster its position as the preferred choice for packaging manufacturers.

The capabilities of digital printing align with the growing emphasis on sustainability and eco-friendly packaging solutions, as it often entails less waste and energy usage compared to traditional printing methods. Consequently, significant growth is anticipated in the packaging segment as brands and manufacturers progressively embrace digital printing to meet the evolving demands of the modern consumer landscape.

Country/Region Wise Acumens

Could Asia Pacific Drive an Increase in Sales within the Digital Printing Services Market?

Rapid economic growth and rising disposable income levels across various countries, such as China, Japan, India, and South Korea, in the region are fostering a growing middle class with increased purchasing power. There is a heightened demand for various printed materials such as packaging, marketing collateral, and personalized goods, all of which can benefit from the capabilities of digital printing.

The thriving e-commerce sector in this region is leading to an increased need for on-demand, high-quality packaging, and labels, which digital printing services are well-equipped to provide efficiently.

As urbanization rates continue to rise and brand awareness becomes increasingly important, there is a growing demand for diverse printed materials for marketing purposes, further bolstering the potential for sales growth within the Digital Printing Services Market in Asia Pacific.

Will the Sales of the Digital Printing Services Market Fare Well in North America?

North America is characterized by a robust economy and a mature printing industry, providing a conducive environment for the adoption of digital printing services.

The region benefits from a strong presence of key players and technological innovators in the digital printing space, driving continuous advancements and improvements in technology and services. Additionally, increasing demand for personalized and customized printing solutions, particularly in sectors such as advertising, packaging, and textiles, aligns well with the capabilities of digital printing.

The growing preference for sustainable and eco-friendly printing practices in North America further enhances the appeal of digital printing services, which often entail reduced waste and environmental impact compared to traditional printing methods. These factors collectively indicate a favorable outlook for the sales of digital printing services in North America.

Competitive Landscape

Examining the competitive landscape of the Digital Printing Services Market is considered crucial for gaining insights into the industry's dynamics. This research aims to analyze the competitive landscape, with a focus on key players, market trends, innovations, and strategies. By conducting this analysis, valuable insights will be provided to industry stakeholders, assisting them in effectively navigating the competitive environment and seizing emerging opportunities. Understanding the competitive landscape will enable stakeholders to make informed decisions, adapt to market trends, and develop strategies to enhance their market position and competitiveness in the Digital Printing Services Market.

Some of the prominent players operating in the Digital Printing Services Market include:

Canon, HP, Vision Design & Print Ltd., Longo AG, Printing In Cannes, AlphaGraphics Inc., Epson, Rotolito, Rotomail, E.G.O. SPA, Mediagraf, Grafiche Venete.

Latest Developments

In October 2023, A new industrial print platform was introduced by HP Inc. designed for high-volume printing applications. This platform aims to improve efficiency and productivity for businesses in sectors like manufacturing and packaging.

In August 2023, a new line of inkjet inks formulated with a focus on sustainability was unveiled by Epson. These inks offer comparable quality while reducing environmental impact, catering to the growing demand for eco-conscious printing solutions.

TABLE OF CONTENTS

1 INTRODUCTION OF THE GLOBAL DIGITAL PRINTING SERVICES MARKET

  • 1.1 Overview of the Market
  • 1.2 Scope of Report
  • 1.3 Assumptions

2 EXECUTIVE SUMMARY

  • 2.1 Data mining
  • 2.2 Secondary research
  • 2.3 Primary research
  • 2.4 Subject matter expert advice
  • 2.5 Quality check
  • 2.6 Final review
  • 2.7 Data triangulation
  • 2.8 Bottom-up approach
  • 2.9 Top-down approach
  • 2.10 Research flow
  • 2.11 Data sources

3 RESEARCH METHODOLOGY OF VERIFIED MARKET RESEARCH

  • 3.1 Overview
  • 3.2 Absolute $ Opportunity
  • 3.3 Market attractiveness
  • 3.4 Future Market Opportunities

4 GLOBAL DIGITAL PRINTING SERVICES MARKET OUTLOOK

  • 4.1 Overview
  • 4.2 Market Dynamics
    • 4.2.1 Drivers
    • 4.2.2 Restraints
    • 4.2.3 Opportunities
  • 4.3 Porter's Five Force Model
  • 4.4 Value Chain Analysis

5 GLOBAL DIGITAL PRINTING SERVICES MARKET, BY PRODUCT TYPE

  • 5.1 Overview
  • 5.2 Lazer
  • 5.3 Inkjet
  • 5.4 UV
  • 5.5 Thermal
  • 5.6 Direct Thermal
  • 5.7 Dye Sublimation
  • 5.8 Electrophotography

6 GLOBAL DIGITAL PRINTING SERVICES MARKET, BY INK TYPE

  • 6.1 Overview
  • 6.2 Aqueous
  • 6.3 UV-cured
  • 6.4 Latex
  • 6.5 Dye Sublimation
  • 6.6 Solvent

7 GLOBAL DIGITAL PRINTING SERVICES MARKET, BY SUBSTRATE

  • 7.1 Overview
  • 7.2 Textile
  • 7.3 Paper
  • 7.4 Plastic Film
  • 7.5 Glass
  • 7.6 Ceramic
  • 7.7 Release Liner

8 GLOBAL DIGITAL PRINTING SERVICES MARKET, BY APPLICATION

  • 8.1 Overview
  • 8.2 Graphic Communication
  • 8.3 Labels & Packaging
  • 8.4 Industrial
  • 8.5 Decorative
  • 8.6 Fabric & Textile Printing
  • 8.7 Functional

9 GLOBAL DIGITAL PRINTING SERVICES MARKET, BY END-USER

  • 9.1 Overview
  • 9.2 Advertising & Marketing
  • 9.3 Textiles & Apparel
  • 9.4 Automotive
  • 9.5 Construction
  • 9.6 Retail
  • 9.7 Healthcare
  • 9.8 Packaging

10 GLOBAL DIGITAL PRINTING SERVICES MARKET, BY GEOGRAPHY

  • 10.1 Overview
  • 10.2 North America
    • 10.2.1 The U.S.
    • 10.2.2 Canada
    • 10.2.3 Mexico
  • 10.3 Europe
    • 10.3.1 Germany
    • 10.3.2 The U.K.
    • 10.3.3 France
    • 10.3.4 Italy
    • 10.3.5 Spain
    • 10.3.6 Rest of Europe
  • 10.4 Asia Pacific
    • 10.4.1 China
    • 10.4.2 Japan
    • 10.4.3 India
    • 10.4.4 Rest of Asia Pacific
  • 10.5 Latin America
    • 10.5.1 Brazil
    • 10.5.2 Argentina
    • 10.5.3 Rest of LATAM
  • 10.6 Middle East and Africa
    • 10.6.1 UAE
    • 10.6.2 Saudi Arabia
    • 10.6.3 South Africa
    • 10.6.4 Rest of the Middle East and Africa

11 GLOBAL DIGITAL PRINTING SERVICES MARKET COMPETITIVE LANDSCAPE

  • 11.1 Overview
  • 11.2 Company Market Ranking
  • 11.3 Key Development Strategies
  • 11.4 Company Regional Footprint
  • 11.5 Company Industry Footprint
  • 11.6 ACE Matrix

12 COMPANY PROFILES

  • 12.1 Canon
    • 12.1.1 Company Overview
    • 12.1.2 Company Insights
    • 12.1.3 Business Breakdown
    • 12.1.4 Product Benchmarking
    • 12.1.5 Key Developments
    • 12.1.6 Winning Imperatives
    • 12.1.7 Current Focus & Strategies
    • 12.1.8 Threat from Competition
    • 12.1.9 SWOT Analysis
  • 12.2 HP
    • 12.2.1 Company Overview
    • 12.2.2 Company Insights
    • 12.2.3 Business Breakdown
    • 12.2.4 Product Benchmarking
    • 12.2.5 Key Developments
    • 12.2.6 Winning Imperatives
    • 12.2.7 Current Focus & Strategies
    • 12.2.8 Threat from Competition
    • 12.2.9 SWOT Analysis
  • 12.3 Vision Design & Print Ltd.
    • 12.3.1 Company Overview
    • 12.3.2 Company Insights
    • 12.3.3 Business Breakdown
    • 12.3.4 Product Benchmarking
    • 12.3.5 Key Developments
    • 12.3.6 Winning Imperatives
    • 12.3.7 Current Focus & Strategies
    • 12.3.8 Threat from Competition
    • 12.3.9 SWOT Analysis
  • 12.4 Longo AG
    • 12.4.1 Company Overview
    • 12.4.2 Company Insights
    • 12.4.3 Business Breakdown
    • 12.4.4 Product Benchmarking
    • 12.4.5 Key Developments
    • 12.4.6 Winning Imperatives
    • 12.4.7 Current Focus & Strategies
    • 12.4.8 Threat from Competition
    • 12.4.9 SWOT Analysis
  • 12.5 Printing In Cannes
    • 12.5.1 Company Overview
    • 12.5.2 Company Insights
    • 12.5.3 Business Breakdown
    • 12.5.4 Product Benchmarking
    • 12.5.5 Key Developments
    • 12.5.6 Winning Imperatives
    • 12.5.7 Current Focus & Strategies
    • 12.5.8 Threat from Competition
    • 12.5.9 SWOT Analysis
  • 12.6 AlphaGraphics Inc.
    • 12.6.1 Company Overview
    • 12.6.2 Company Insights
    • 12.6.3 Business Breakdown
    • 12.6.4 Product Benchmarking
    • 12.6.5 Key Developments
    • 12.6.6 Winning Imperatives
    • 12.6.7 Current Focus & Strategies
    • 12.6.8 Threat from Competition
    • 12.6.9 SWOT Analysis
  • 12.7 Rotomail
    • 12.7.1 Company Overview
    • 12.7.2 Company Insights
    • 12.7.3 Business Breakdown
    • 12.7.4 Product Benchmarking
    • 12.7.5 Key Developments
    • 12.7.6 Winning Imperatives
    • 12.7.7 Current Focus & Strategies
    • 12.7.8 Threat from Competition
    • 12.7.9 SWOT Analysis
  • 12.8 Rotolito
    • 12.8.1 Company Overview
    • 12.8.2 Company Insights
    • 12.8.3 Business Breakdown
    • 12.8.4 Product Benchmarking
    • 12.8.5 Key Developments
    • 12.8.6 Winning Imperatives
    • 12.8.7 Current Focus & Strategies
    • 12.8.8 Threat from Competition
    • 12.8.9 SWOT Analysis
  • 12.9 L.E.G.O. SPA
    • 12.9.1 Company Overview
    • 12.9.2 Company Insights
    • 12.9.3 Business Breakdown
    • 12.9.4 Product Benchmarking
    • 12.9.5 Key Developments
    • 12.9.6 Winning Imperatives
    • 12.9.7 Current Focus & Strategies
    • 12.9.8 Threat from Competition
    • 12.9.9 SWOT Analysis
  • 12.10 Mediagraf
    • 12.10.1 Company Overview
    • 12.10.2 Company Insights
    • 12.10.3 Business Breakdown
    • 12.10.4 Product Benchmarking
    • 12.10.5 Key Developments
    • 12.10.6 Winning Imperatives
    • 12.10.7 Current Focus & Strategies
    • 12.10.8 Threat from Competition
    • 12.10.9 SWOT Analysis

13 KEY DEVELOPMENTS

  • 13.1 Product Launches/Developments
  • 13.2 Mergers and Acquisitions
  • 13.3 Business Expansions
  • 13.4 Partnerships and Collaborations

14 Appendix

  • 14.1 Related Research
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