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1534422

食品和飲料人工智慧 (AI) 市場 - 全球規模、佔有率、趨勢分析、機會、預測，2019-2030 年

AI in Food and Beverages Market - Global Size, Share, Trend Analysis, Opportunity and Forecast, 2019-2030, Segmented By Application; By End Use; By Region (North America, Europe, Asia Pacific, Latin America, Middle East and Africa )
出版日期: | 出版商: Blueweave Consulting | 英文 400 Pages | 商品交期: 2-3個工作天內

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簡介目錄

全球食品飲料人工智慧市場規模以14.22%的複合年成長率快速擴張，到2030年將達到871.4億美元

由於對食品安全和品質的需求不斷成長，以及對生產和分銷效率的日益關注，推動了人工智慧的快速普及，全球食品和飲料市場中的人工智慧（AI）正在經歷顯著的成長。

領先的策略諮詢和市場研究公司 BlueWeave Consulting 在最近的一項研究中估計，到 2023 年，食品和飲料領域人工智慧 (AI) 的全球市場規模將以金額為準135.6 億美元。 BlueWeave預測，在2024年至2030年的預測期內，食品和飲料領域人工智慧（AI）的全球市場規模將以14.22%的複合年成長率擴大，到2030年將達到871.4億美元。近年來，由於對各種食品和飲料產品的需求增加、競爭加劇以及效率目標的實現，食品和飲料市場在人工智慧方面取得了顯著進展。世界各地的咖啡館都在使用人工智慧進行個人化推薦。農場正在採用人工智慧進行作物監測和產量預測。人工智慧透過最佳化路線、減少浪費和預測需求來簡化供應鏈。人工智慧食品應用程式的興起也促進了更健康的選擇和食品意識。

基礎設施改善、供應鏈效率和自動化服務的採用正在推動食品和飲料市場的發展。酒店業和快餐店的擴張正在推動食品和飲料行業對人工智慧的需求。人工智慧可以幫助銷售額預測、分析客戶行為並改善客戶體驗。它也用於預測存量基準、監控產品數量並縮短生產週期時間。食品製造過程的技術進步和機器學習解決方案的整合也正在推動市場成長。主要企業之間的持續現代化和策略聯盟也對市場成長產生正面影響。

機會－對食品安全和品管的高要求

由於食品安全和品管的需求不斷增加，全球食品和飲料人工智慧（AI）市場正在蓬勃發展。機器學習 (ML) 和電腦視覺等人工智慧技術可以幫助檢測污染物、預測腐敗情況並監控整個供應鏈的衛生狀況。這減少了食物中毒並提高了產品品質。對可靠食品安全措施的需求不斷成長，正在推動更多公司投資人工智慧解決方案，從而推動市場成長。

地緣政治緊張局勢升級對全球食品和飲料人工智慧（AI）市場的影響

地緣政治緊張局勢的升級對全球食品飲料人工智慧（AI）市場趨勢有重大影響。例如，俄羅斯和烏克蘭之間持續的戰爭預計將在 2024 年之前對全球農業政策產生重大負面影響，導致價格急劇上漲和經濟不穩定。人工智慧和機器學習 (ML) 等創新技術可能會繼續影響供應鏈管理，使組織能夠更好地了解其產品在世界各地的運輸方式。人工智慧是 2023 年的熱門話題，尤其是在食品供應鏈中，人工智慧可用於預測潛在的干擾並減輕對世界人口的影響。人工智慧有潛力成為一股向善的力量，使供應鏈更強大、更有效率，但建立信任也至關重要。這些趨勢為供應鏈帶來了機會和新的解決方案。因此，地區間地緣政治緊張局勢的進一步加劇和蔓延可能對全球食品和飲料市場人工智慧（AI）產生積極和消極的影響。

食品和飲料領域人工智慧 (AI) 的全球市場

食品和飲料領域人工智慧 (AI) 的全球市場 – 按最終用途

按最終用途分類，全球食品和飲料人工智慧市場分為食品加工行業、酒店和餐廳以及食品和飲料領域。食品加工產業是全球食品和飲料人工智慧市場中最大的最終用途領域。人工智慧技術廣泛應用於食品加工產業，以提高效率、減少廢棄物、提高產品品質。預測性維護和自動分類系統等人工智慧主導的解決方案可簡化營運、最大限度地減少停機時間並解決勞動力短缺問題。業界對創新和技術進步的關注進一步推動了人工智慧的日益普及。

競爭格局

全球食品飲料人工智慧（AI）市場競爭激烈，許多企業爭奪更大的市場佔有率。市場主要企業包括Raytec Vision SpA、羅克韋爾自動化公司、ABB 有限公司、Honeywell國際公司、Key Technology Inc.、TOMRA Sorting Solutions AS、GREEFA、Sesotec GmbH、Sight Machine Inc.、INTELLIGENTX Brewing Co . of 公司正在利用各種策略，包括增加研發活動投資、併購、合資、聯盟、許可協議以及新產品和服務發布，以佔領全球食品和飲料人工智慧（AI）市場。

該報告的詳細分析提供了有關全球食品和飲料市場人工智慧（AI）的成長潛力、未來趨勢和統計資料。它還涵蓋了推動市場總規模預測的因素。該報告致力於提供全球食品和飲料市場人工智慧 (AI) 的最新技術趨勢和產業見解，以幫助決策者做出明智的策略決策。此外，我們也分析了市場的成長動力、挑戰和競爭力。

目錄

第1章 研究框架

第 2 章執行摘要

第 3 章：洞察全球食品和飲料中的人工智慧 (AI)

  • 產業價值鏈分析
  • DROC分析
    • 生長促進因子
      • 對食品安全和品管的需求不斷成長
      • 機器學習和電腦視覺的進展
      • 擴大數位科技的引進
      • 政府法規和舉措
    • 抑制因素
      • 資料品質和可用性
      • 網路安全風險
      • 初期成本高
      • 專業知識和培訓有限
    • 機會
      • 改善食品安全和品管
      • 提高效率和生產力
      • 個人化營養與健康
      • 永續性和環境影響
    • 任務
      • 與現有系統整合
      • 資料整合與管理
      • 監理合規性
      • 公眾的信任與接受
  • 科技進步/最新趨勢
  • 法律規範
  • 波特五力分析

第4章 全球食品和飲料人工智慧（AI）行銷策略

第5章 全球食品飲料產業人工智慧（AI）區域分析

  • 2023 年全球食品和飲料中人工智慧 (AI) 的區域分析
  • 2024-2030年全球食品飲料產業人工智慧（AI）市場吸引力分析

第6章 全球食品飲料領域人工智慧（AI）概述

  • 2019-2030年市場應用及預測
    • 按金額
  • 市場佔有率及預測
    • 按用途
      • 食品分類
      • 品管和安全合規性
      • 消費者參與
      • 生產及包裝
      • 維護
      • 其他
    • 按最終用途
      • 食品加工業
      • 飯店及餐廳
      • 飲料業
      • 其他
    • 按地區
      • 北美洲
      • 歐洲
      • 亞太地區 (APAC)
      • 拉丁美洲 (LATAM)
      • 中東和非洲（中東/非洲）

第7章 北美食品和飲料中的人工智慧（AI）

  • 2019-2030年市場應用及預測
    • 按金額
  • 市場佔有率及預測
    • 按用途
    • 按最終用途
    • 按國家/地區
      • 美國
      • 加拿大

第 8 章歐洲食品和飲料中的人工智慧 (AI)

  • 2019-2030年市場應用及預測
    • 按金額
  • 市場佔有率及預測
    • 按用途
    • 按最終用途
    • 按國家/地區
      • 德國
      • 英國
      • 義大利
      • 法國
      • 西班牙
      • 比利時
      • 俄羅斯
      • 荷蘭
      • 其他歐洲國家

第9章 亞太地區食品和飲料領域的人工智慧（AI）

  • 2019-2030年市場應用及預測
    • 按金額
  • 市場佔有率及預測
    • 按用途
    • 按最終用途
    • 按國家/地區
      • 中國
      • 印度
      • 日本
      • 韓國
      • 澳洲和紐西蘭
      • 印尼
      • 馬來西亞
      • 新加坡
      • 越南
      • 亞太地區其他地區

第 10 章 拉丁美洲食品和飲料中的人工智慧 (AI)

  • 2019-2030年市場應用及預測
    • 按金額
  • 市場佔有率及預測
    • 按用途
    • 按最終用途
    • 按國家/地區
      • 巴西
      • 墨西哥
      • 阿根廷
      • 秘魯
      • 其他拉丁美洲

第11章中東和非洲食品和飲料中的人工智慧（AI）

  • 2019-2030年市場應用及預測
    • 按金額
  • 市場佔有率及預測
    • 按用途
    • 按最終用途
    • 按國家/地區
      • 沙烏地阿拉伯
      • 阿拉伯聯合大公國
      • 卡達
      • 科威特
      • 南非
      • 奈及利亞
      • 阿爾及利亞
      • 中東和非洲其他地區

第12章競爭格局

  • 主要企業及其產品列表
  • 2023 年食品和飲料領域人工智慧 (AI) 的全球佔有率分析
  • 透過管理參數進行競爭基準化分析
  • 重大策略發展（合併、收購、聯盟等）

第13章：地緣政治緊張局勢加劇對食品和飲料市場全球人工智慧（AI）的影響

第14章 公司簡介（公司簡介、財務矩陣、競爭格局、關鍵人員、主要競爭對手、聯絡方式、策略展望、SWOT分析）

  • Raytec Vision SpA
  • Rockwell Automation Inc.
  • ABB Ltd
  • Honeywell International Inc.
  • Key Technology Inc.
  • TOMRA Sorting Solutions AS
  • GREEFA
  • Sesotec GmbH
  • Sight Machine Inc.
  • INTELLIGENTX Brewing Co.
  • 其他主要企業

第15章 主要戰略建議

第16章調查方法

簡介目錄
Product Code: BWC24497

Global Artificial Intelligence (AI) in Food and Beverages Market Size Explodes at Robust CAGR of 14.22% to Touch USD 87.14 Billion by 2030

Global Artificial Intelligence (AI) in Food and Beverages Market is booming at a significant growth rate due to an increasing demand for food safety and quality and a heightened focus on efficiency in production and distribution driving rapid adoption of AI.

BlueWeave Consulting, a leading strategic consulting, and market research firm, in its recent study, estimated Global Artificial Intelligence (AI) in Food and Beverages Market size by value at USD 13.56 billion in 2023. During the forecast period between 2024 and 2030, BlueWeave expects Global Artificial Intelligence (AI) in Food and Beverages Market size to expand at a CAGR of 14.22% reaching a value of USD 87.14 billion in 2030. In recent years, the food and beverages market has witnessed significant AI advancements due to an increasing demand for a variety of food and beverages, intensifying competition, and meeting efficiency goals. Cafes worldwide use AI for personalized recommendations. Farms employ AI for crop monitoring and yield prediction. Ai streamlines supply chains by optimizing routes, reducing wastage, and forecasting demand. The rise of AI-powered food apps has also promoted healthier choices and food awareness.

The food and beverages market is driven by improvements in infrastructure, supply chain efficiency, and the adoption of automated services. The expansion of the hospitality sector and quick service restaurants has increased demand for AI in food and beverages units. AI helps predict sales, analyze customer behavior, and improve customer experience. It is also used to forecast inventory levels, monitor product quantities, and reduce production cycle time. Technological advancements in food production procedures and the integration of machine learning solutions are also driving market growth. Continuous modernization and strategic collaborations among key players are also positively impacting market growth.

Opportunity - High demand for food safety and quality control

Global Artificial Intelligence (AI) Food and Beverages Market is thriving due to the growing demand for food safety and quality control. AI technologies, like machine learning (ML) and computer vision, help detect contaminants, predict spoilage, and monitor hygiene throughout the supply chain. This reduces foodborne illnesses and enhances product quality. The growing demand for reliable food safety measures is driving more companies to invest in AI solutions, driving market growth.

Impact of Escalating Geopolitical Tensions on Global Artificial Intelligence (AI) in Food and Beverages Market

Escalating geopolitical tensions significantly impact the trends in Global Artificial Intelligence (AI) in Food and Beverages Market. For instance, the ongoing war between Russia and Ukraine is anticipated to have a significant negative impact on global agricultural policy into 2024, leading to sharp price increases and economic instability. Innovative technologies like AI and machine learning (ML) may continue to impact supply chain management, allowing organizations to better understand global product movement. AI has been a hot topic in 2023, particularly in the food supply chain, where it can be used to predict potential disruptions and mitigate impacts on global populations. AI has the potential to be a force for good, making supply chains more robust and efficient, but building trust is also crucial. These trends can be seen as opportunities and new solutions for the supply chain. Hence, further intensification and spread of geopolitical tensions across the regions could have both positive and negative impacts on Global Artificial Intelligence (AI) in Food and Beverages Market.

Global Artificial Intelligence (AI) in Food and Beverages Market

Global Artificial Intelligence (AI) in Food and Beverages Market - By End Use

By end use, Global Artificial Intelligence (AI) in Food and Beverages Market is divided into Food Processing Industry, Hotel & Restaurant, and Beverage Industry segments. The food processing industry is the largest end use segment in Global AI in Food and Beverages Market. The extensive adoption of AI technologies in food processing industry to improve efficiency, reduce waste, and enhance product quality. AI-driven solutions, such as predictive maintenance and automated sorting systems, streamline operations, minimize downtime, and address labor shortages. The industry's focus on innovations and technological advancements further fuels the growing adoption of AI.

Competitive Landscape

Global Artificial Intelligence (AI) in Food and Beverages Market is fiercely competitive, with numerous companies vying for a larger market share. Major companies in the market include Raytec Vision SpA, Rockwell Automation Inc., ABB Ltd, Honeywell International Inc., Key Technology Inc., TOMRA Sorting Solutions AS, GREEFA, Sesotec GmbH, Sight Machine Inc., and INTELLIGENTX Brewing Co. These companies use various strategies, including increasing investments in their R&D activities, mergers and acquisitions, joint ventures, collaborations, licensing agreements, and new product and service releases to further strengthen their position in Global Artificial Intelligence (AI) in Food and Beverages Market.

The in-depth analysis of the report provides information about growth potential, upcoming trends, and statistics of Global Artificial Intelligence (AI) in Food and Beverages Market. It also highlights the factors driving forecasts of total market size. The report promises to provide recent technology trends in Global Artificial Intelligence (AI) in Food and Beverages Market and industry insights to help decision-makers make sound strategic decisions. Further, the report also analyzes the growth drivers, challenges, and competitive dynamics of the market.

Table of Contents

1. Research Framework

  • 1.1. Research Objective
  • 1.2. Product Overview
  • 1.3. Market Segmentation

2. Executive Summary

3. Global Artificial Intelligence (AI) in Food and Beverages Market Insights

  • 3.1. Industry Value Chain Analysis
  • 3.2. DROC Analysis
    • 3.2.1. Growth Drivers
      • 3.2.1.1. Growing demand for food safety and quality control
      • 3.2.1.2. Advancements in machine learning and computer vision
      • 3.2.1.3. Increasing adoption of digital technologies
      • 3.2.1.4. Government regulations and initiatives
    • 3.2.2. Restraints
      • 3.2.2.1. Data quality and availability
      • 3.2.2.2. Cybersecurity risks
      • 3.2.2.3. High initial costs
      • 3.2.2.4. Limited expertise and training
    • 3.2.3. Opportunities
      • 3.2.3.1. Improved food safety and quality control
      • 3.2.3.2. Increased efficiency and productivity
      • 3.2.3.3. Personalized nutrition and health
      • 3.2.3.4. Sustainability and environmental impact
    • 3.2.4. Challenges
      • 3.2.4.1. Integration with existing systems
      • 3.2.4.2. Data integration and management
      • 3.2.4.3. Regulatory compliance
      • 3.2.4.4. Public trust and acceptance
  • 3.3. Technological Advancements/Recent Developments
  • 3.4. Regulatory Framework
  • 3.5. Porter's Five Forces Analysis
    • 3.5.1. Bargaining Power of Suppliers
    • 3.5.2. Bargaining Power of Buyers
    • 3.5.3. Threat of New Entrants
    • 3.5.4. Threat of Substitutes
    • 3.5.5. Intensity of Rivalry

4. Global Artificial Intelligence (AI) in Food and Beverages Market Marketing Strategies

5. Global Artificial Intelligence (AI) in Food and Beverages Market: Geographical Analysis

  • 5.1. Global Artificial Intelligence (AI) in Food and Beverages Market, Geographical Analysis, 2023
  • 5.2. Global Artificial Intelligence (AI) in Food and Beverages Market, Market Attractiveness Analysis, 2024-2030

6. Global Artificial Intelligence (AI) in Food and Beverages Market Overview

  • 6.1. Market Application & Forecast, 2019-2030
    • 6.1.1. By Value (USD Billion)
  • 6.2. Market Share and Forecast
    • 6.2.1. By Application
      • 6.2.1.1. Food Sorting
      • 6.2.1.2. Quality Control & Safety Compliance
      • 6.2.1.3. Consumer Engagement
      • 6.2.1.4. Production & Packaging
      • 6.2.1.5. Maintenance
      • 6.2.1.6. Others
    • 6.2.2. By End Use
      • 6.2.2.1. Food Processing Industry
      • 6.2.2.2. Hotel & Restaurant
      • 6.2.2.3. Beverage Industry
      • 6.2.2.4. Others
    • 6.2.3. By Region
      • 6.2.3.1. North America
      • 6.2.3.2. Europe
      • 6.2.3.3. Asia Pacific (APAC)
      • 6.2.3.4. Latin America (LATAM)
      • 6.2.3.5. Middle East and Africa (MEA)

7. North America Artificial Intelligence (AI) in Food and Beverages Market

  • 7.1. Market Application & Forecast, 2019-2030
    • 7.1.1. By Value (USD Billion)
  • 7.2. Market Share & Forecast
    • 7.2.1. By Application
    • 7.2.2. By End Use
    • 7.2.3. By Country
      • 7.2.3.1. United States
      • 7.2.3.1.1. By Application
      • 7.2.3.1.2. By End Use
      • 7.2.3.2. Canada
      • 7.2.3.2.1. By Application
      • 7.2.3.2.2. By End Use

8. Europe Artificial Intelligence (AI) in Food and Beverages Market

  • 8.1. Market Application & Forecast, 2019-2030
    • 8.1.1. By Value (USD Billion)
  • 8.2. Market Share & Forecast
    • 8.2.1. By Application
    • 8.2.2. By End Use
    • 8.2.3. By Country
      • 8.2.3.1. Germany
      • 8.2.3.1.1. By Application
      • 8.2.3.1.2. By End Use
      • 8.2.3.2. United Kingdom
      • 8.2.3.2.1. By Application
      • 8.2.3.2.2. By End Use
      • 8.2.3.3. Italy
      • 8.2.3.3.1. By Application
      • 8.2.3.3.2. By End Use
      • 8.2.3.4. France
      • 8.2.3.4.1. By Application
      • 8.2.3.4.2. By End Use
      • 8.2.3.5. Spain
      • 8.2.3.5.1. By Application
      • 8.2.3.5.2. By End Use
      • 8.2.3.6. Belgium
      • 8.2.3.6.1. By Application
      • 8.2.3.6.2. By End Use
      • 8.2.3.7. Russia
      • 8.2.3.7.1. By Application
      • 8.2.3.7.2. By End Use
      • 8.2.3.8. The Netherlands
      • 8.2.3.8.1. By Application
      • 8.2.3.8.2. By End Use
      • 8.2.3.9. Rest of Europe
      • 8.2.3.9.1. By Application
      • 8.2.3.9.2. By End Use

9. Asia Pacific Artificial Intelligence (AI) in Food and Beverages Market

  • 9.1. Market Application & Forecast, 2019-2030
    • 9.1.1. By Value (USD Billion)
  • 9.2. Market Share & Forecast
    • 9.2.1. By Application
    • 9.2.2. By End Use
    • 9.2.3. By Country
      • 9.2.3.1. China
      • 9.2.3.1.1. By Application
      • 9.2.3.1.2. By End Use
      • 9.2.3.2. India
      • 9.2.3.2.1. By Application
      • 9.2.3.2.2. By End Use
      • 9.2.3.3. Japan
      • 9.2.3.3.1. By Application
      • 9.2.3.3.2. By End Use
      • 9.2.3.4. South Korea
      • 9.2.3.4.1. By Application
      • 9.2.3.4.2. By End Use
      • 9.2.3.5. Australia & New Zealand
      • 9.2.3.5.1. By Application
      • 9.2.3.5.2. By End Use
      • 9.2.3.6. Indonesia
      • 9.2.3.6.1. By Application
      • 9.2.3.6.2. By End Use
      • 9.2.3.7. Malaysia
      • 9.2.3.7.1. By Application
      • 9.2.3.7.2. By End Use
      • 9.2.3.8. Singapore
      • 9.2.3.8.1. By Application
      • 9.2.3.8.2. By End Use
      • 9.2.3.9. Vietnam
      • 9.2.3.9.1. By Application
      • 9.2.3.9.2. By End Use
      • 9.2.3.10. Rest of APAC
      • 9.2.3.10.1. By Application
      • 9.2.3.10.2. By End Use

10. Latin America Artificial Intelligence (AI) in Food and Beverages Market

  • 10.1. Market Application & Forecast, 2019-2030
    • 10.1.1. By Value (USD Billion)
  • 10.2. Market Share & Forecast
    • 10.2.1. By Application
    • 10.2.2. By End Use
    • 10.2.3. By Country
      • 10.2.3.1. Brazil
      • 10.2.3.1.1. By Application
      • 10.2.3.1.2. By End Use
      • 10.2.3.2. Mexico
      • 10.2.3.2.1. By Application
      • 10.2.3.2.2. By End Use
      • 10.2.3.3. Argentina
      • 10.2.3.3.1. By Application
      • 10.2.3.3.2. By End Use
      • 10.2.3.4. Peru
      • 10.2.3.4.1. By Application
      • 10.2.3.4.2. By End Use
      • 10.2.3.5. Rest of LATAM
      • 10.2.3.5.1. By Application
      • 10.2.3.5.2. By End Use

11. Middle East & Africa Artificial Intelligence (AI) in Food and Beverages Market

  • 11.1. Market Application & Forecast, 2019-2030
    • 11.1.1. By Value (USD Billion)
  • 11.2. Market Share & Forecast
    • 11.2.1. By Application
    • 11.2.2. By End Use
    • 11.2.3. By Country
      • 11.2.3.1. Saudi Arabia
      • 11.2.3.1.1. By Application
      • 11.2.3.1.2. By End Use
      • 11.2.3.2. UAE
      • 11.2.3.2.1. By Application
      • 11.2.3.2.2. By End Use
      • 11.2.3.3. Qatar
      • 11.2.3.3.1. By Application
      • 11.2.3.3.2. By End Use
      • 11.2.3.4. Kuwait
      • 11.2.3.4.1. By Application
      • 11.2.3.4.2. By End Use
      • 11.2.3.5. South Africa
      • 11.2.3.5.1. By Application
      • 11.2.3.5.2. By End Use
      • 11.2.3.6. Nigeria
      • 11.2.3.6.1. By Application
      • 11.2.3.6.2. By End Use
      • 11.2.3.7. Algeria
      • 11.2.3.7.1. By Application
      • 11.2.3.7.2. By End Use
      • 11.2.3.8. Rest of MEA
      • 11.2.3.8.1. By Application
      • 11.2.3.8.2. By End Use

12. Competitive Landscape

  • 12.1. List of Key Players and Their Offerings
  • 12.2. Global Artificial Intelligence (AI) in Food and Beverages Market Share Analysis, 2023
  • 12.3. Competitive Benchmarking, By Operating Parameters
  • 12.4. Key Strategic Developments (Mergers, Acquisitions, Partnerships, etc.)

13. Impact of Escalating Geopolitical Tensions on Global Artificial Intelligence (AI) in Food and Beverages Market

14. Company Profiles (Company Overview, Financial Matrix, Competitive Landscape, Key Personnel, Key Competitors, Contact Address, Strategic Outlook, and SWOT Analysis)

  • 14.1. Raytec Vision SpA
  • 14.2. Rockwell Automation Inc.
  • 14.3. ABB Ltd
  • 14.4. Honeywell International Inc.
  • 14.5. Key Technology Inc.
  • 14.6. TOMRA Sorting Solutions AS
  • 14.7. GREEFA
  • 14.8. Sesotec GmbH
  • 14.9. Sight Machine Inc.
  • 14.10. INTELLIGENTX Brewing Co.
  • 14.11. Other Prominent Players

15. Key Strategic Recommendations

16. Research Methodology

  • 16.1. Qualitative Research
    • 16.1.1. Primary & Secondary Research
  • 16.2. Quantitative Research
  • 16.3. Market Breakdown & Data Triangulation
    • 16.3.1. Secondary Research
    • 16.3.2. Primary Research
  • 16.4. Breakdown of Primary Research Respondents, By Region
  • 16.5. Assumptions & Limitations

*Financial information of non-listed companies can be provided as per availability.

**The segmentation and the companies are subject to modifications based on in-depth secondary research for the final deliverable