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1576452

食品和飲料人工智慧的市場規模、佔有率、預測和趨勢分析：按產品、按技術、按組織規模、按應用、按最終用戶和按地區 - 2031 年之前的全球趨勢預測

Artificial Intelligence in Food & Beverage Market Size, Share, Forecast, & Trends Analysis by Offering, Technology, Organization Size, Application, End User & Geography-Global Forecasts to 2031
出版日期: | 出版商: Meticulous Research | 英文 250 Pages | 商品交期: 5-7個工作天內

價格

本研究報告涵蓋以下主題： "食品和飲料的人工智慧市場：透過提供（解決方案、服務）、技術（商業智慧、機器學習等）、組織規模和應用（行銷/廣告、供應鏈） ) 五個主要地區的食品和飲料人工智慧(AI) - 最終用戶（食品製造商、飲料製造商、其他）和地區到2031 年的全球預測- 到2031 年的全球預測。對市場進行了詳細分析，總結了當前的市場趨勢、市場規模、市場佔有率、近期發展以及 2031 年的預測。

到 2031 年，食品和飲料人工智慧市場預計將達到 426 億美元，2024 年至 2031 年複合年增長率為 36.2%。

擴大採用以客戶為中心的行銷策略，以及越來越多地在供應鏈營運中採用人工智慧，正在推動食品和飲料人工智慧市場的成長。然而，市場成長受到技術和金融障礙的限制。此外，人工智慧在產品開發中的使用越來越多，以及對提高供應鏈流程可見度和透明度的需求不斷增長，為市場進入者提供了巨大的潛在機會。然而，市場面臨重大課題，包括對資料隱私和安全的擔憂。

目錄

第一章簡介

第二章研究方法

第 3 章執行摘要

  • 市場概覽
  • 市場分析：透過提供內容
  • 市場分析：依技術分類
  • 市場分析：依組織規模
  • 按應用程式進行市場分析
  • 市場分析：依最終用戶分類
  • 區域市場分析
  • 競爭對手分析

第 4 章市場洞察

  • 摘要
  • 影響市場成長的因素
    • 促進因素
      • 越來越多採用以客戶為中心的行銷策略
      • 供應鏈營運中擴大採用人工智慧
    • 阻礙因素
      • 技術與經濟障礙
    • 機會
      • 在產品□□開發中越來越多地使用人工智慧
      • 對提高供應鏈流程可見度和透明度的需求日益增長
    • 課題
      • 資料隱私與安全問題
  • 主要趨勢
  • 個案研究
  • 監理分析
  • 波特五力分析

第五章食品和飲料人工智慧市場評估：透過提供內容

  • 摘要
  • 解決方案
  • 服務

第六章食品和飲料人工智慧市場評估：按技術

  • 摘要
  • 機器學習 (ML)
  • 自然語言處理 (NLP)
  • 商業智慧 (BI)
  • 其他技術

第七章食品和飲料人工智慧市場評估：依組織規模劃分

  • 摘要
  • 大型公司
  • 中小企業

第 8 章食品和飲料人工智慧市場評估：按應用分類

  • 摘要
  • 行銷/廣告
    • 內容產生/策略
    • 聊天機器人/虛擬助理
    • 銷售和行銷自動化
    • 預測分析
    • 廣告推薦
    • 搜尋廣告
    • 社群媒體管理
    • 行銷見解
    • 自訂類型應用程式
    • 其他行銷/廣告用途
  • 產品開發
    • 產品分析/回饋
    • 概念驗證
    • 配方開發
    • 其他產品開發用途
  • 供應鏈管理
  • 預算與預測
  • 消費者參與度
    • 消費者洞察
    • 受眾群體定位
    • 消費者體驗
    • 其他消費者參與用途
  • 貨架管理
  • 採購
  • 品質控制
  • 資源管理
  • 營運管理
  • 其他用途

第 9 章 食品和飲料人工智慧市場評估：按最終用戶

  • 摘要
  • 食品製造商
  • 飲料製造商
  • 食品服務提供者
  • 零售商
  • 飯店業

第10章食品和飲料人工智慧市場評估：按地區劃分

  • 摘要
  • 北美
    • 美國
    • 加拿大
  • 歐洲
    • 德國
    • 英國
    • 法國
    • 義大利
    • 西班牙
    • 荷蘭
    • 瑞典
    • 歐洲其他地區
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 韓國
    • 新加坡
    • 澳洲/紐西蘭
    • 印尼
    • 亞太地區其他地區
  • 拉丁美洲
  • 中東/非洲

第11章競爭分析

  • 摘要
  • 主要成長策略
  • 競爭基準測試
  • 競爭對手儀表板
    • 行業領導者
    • 市場差異化因素
    • 前衛公司
    • 新興公司
  • 主要參與者的市場排名

第十二章公司簡介（公司概況、財務概況、產品組合、策略發展現況）

  • Prognolite
  • Tastry
  • ThroughPut Inc.
  • Ai Palette
  • Oracle Corporation
  • GEP
  • Elisa IndustrIQ
  • Coupa Software Inc.
  • PIPA LLC
  • Gastrograph.ai（Analytical Flavor Systems, Inc.）
  • 公司 11
  • 公司 12
  • 公司 13

（註：包含前5名公司的SWOT分析）

第13章附錄

Product Code: MRICT - 1041304

Artificial Intelligence in Food & Beverage Market by Offering (Solution, Services), Technology (Business Intelligence, ML, Others), Organization Size, Application (Marketing & Advertising, Supply Chain Management, Others), End User (Food Manufacturers, Beverage Producers, Others) & Geography-Global Forecast to 2031

The research report titled, 'Artificial Intelligence in Food & Beverage Market by Offering (Solution, Services), Technology (Business Intelligence, ML, Others), Organization Size, Application (Marketing & Advertising, Supply Chain Management, Others), End User (Food Manufacturers, Beverage Producers, Others) & Geography-Global Forecast to 2031, provides an in-depth analysis of the artificial intelligence in food & beverage market across five major geographies and emphasizes on the current market trends, market sizes, market shares, recent developments, and forecasts till 2031.

The artificial intelligence in food & beverage market is projected to reach $42.6 billion by 2031, at a CAGR of 36.2% from 2024 to 2031.

The growing adoption of customer-centric marketing strategies and the increasing incorporation of AI in supply chain operations are driving the growth of the artificial intelligence in food & beverage market. However, market growth is restrained by technical and financial barriers. Furthermore, the increasing use of AI in product development and the rising need for greater visibility & transparency in supply chain processes provide considerable potential opportunities for market players. The market faces substantial challenges, including data privacy and security concerns.

The artificial intelligence in food & beverage market is segmented by offering (solutions and services); technology (machine learning, natural language processing, business intelligence, and other technologies); organization size (large enterprises and small & medium-sized enterprises); application (marketing & advertising, product development, supply chain management, budgeting and forecasting, consumer engagement, shelf management, procurement, quality management, resource management, operation management, and other applications); end user (food manufacturers, beverage producers, food service providers, retailers, and hospitality). The study also evaluates industry competitors and analyses the market at the regional and country levels.

Based on offering, the market is segmented into solutions and services. In 2024, the solutions segment is expected to account for a larger share of the market. The increased adoption of AI by food & beverage manufacturers to streamline operations by optimizing supply chain management, inventory control, and forecasting demand, reducing waste and improving efficiency, growing focus of market players to launch innovative AI solutions for the F&B industry and increasing investment on industrial automation are factors contributing to the segment's dominant position in the AI in food & beverage market. Moreover, the solutions segment is also projected to register the highest CAGR during the forecast period.

Based on technology, the market is segmented into machine learning, natural language processing, business intelligence, and other technologies. In 2024, the business intelligence segment is expected to account for the largest share of the market. Increasing availability of data from various sources-such as sales transactions, customer feedback, and supply chain operations are factors contributing to the segment's dominant position in the AI in food & beverage market and increased demand for real-time analytics by businesses to respond promptly to market shifts, to introduce new products or modify existing offerings based on consumer insights. industry. However, the machine learning segment is projected to register the highest CAGR during the forecast period.

Based on organization size, the market is segmented into large enterprises and small & medium-sized enterprises. In 2024, the large enterprises segment is expected to account for a larger share of the market. Increasing investments by large enterprises in automation and their rising focus on enhancing their competitiveness, improving profitability, and adapting to the evolving demands of the market are contributing to the segment's dominant position in the AI food & beverage market. However, the small & medium-sized enterprise segment is expected to register the highest CAGR during the forecast period.

Based on application, the market is segmented into marketing & advertising, product development, supply chain management, budgeting and forecasting, consumer engagement, shelf management, procurement, quality management, resource management, operation management, and other applications. In 2024, the marketing & advertising segment is expected to account for the largest share of the market. Increased need for more effective engagement strategies and data-driven decision-making to enhance customer experience, engage customers more effectively, optimize resources, and drive sales are factors contributing to the segment's dominant position in the AI in food & beverage market. However, the supply chain management segment is expected to register the highest CAGR during the forecast period.

Based on end user, the market is segmented into food manufacturers, beverage producers, food service providers, retailers, and hospitality. In 2024, the food manufacturers segment is expected to account for the largest share of the market. Increased use of AI by food manufacturers to monitor production processes in real-time, identifying defects or inconsistencies in product quality, rising need to predict demand, manage inventory levels, and optimize logistics are factors contributing to the segment's dominant position in the AI in food & beverage market However, the hospitality segment is expected to register the highest CAGR during the forecast period.

Based on geography, the artificial intelligence in food & beverage market is segmented into North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa. In 2024, North America is expected to account for the largest share of the market. North America's large market share is mainly attributed growing use of AI in the food & beverages industry to enhance operational efficiency and improve product quality, rising investments in industrial automation, and high adoption of technologies. However, the Asia-Pacific region is projected to register the highest CAGR during the forecast period.

Key Players:

The artificial intelligence in food & beverage market is characterized by a moderately competitive scenario due to the presence of many large- and small-sized global, regional, and local players. The key players operating in the artificial intelligence in food & beverage market are Prognolite (Switzerland), Tastry (U.S.), ThroughPut Inc. (U.S.), Ai Palette (Singapore), Oracle Corporation (U.S.), GEP (U.S), Elisa IndustrIQ (Finland), Coupa Software Inc. (U.S.), PIPA LLC (U.S.), Gastrograph.ai (Analytical Flavor Systems, Inc.) (U.S.), Company 11, Company 12, and Company 13.

Key questions answered in the report:

  • Which are the high-growth market segments based on offering, technology, organization size, application, and end user?
  • What was the historical market for artificial intelligence in food & beverage?
  • What are the market forecasts and estimates for the period 2024-2031?
  • What are the major drivers, restraints, and opportunities in the artificial intelligence in food & beverage market?
  • Who are the major players, and what shares do they hold in the artificial intelligence in food & beverage market?
  • What is the competitive landscape like in the artificial intelligence in food & beverage market?
  • What are the recent developments in the artificial intelligence in food & beverage market?
  • What are the different strategies adopted by the major players in the artificial intelligence in food & beverage market?
  • What are the key geographic trends, and which are the high-growth countries?
  • Who are the local emerging players in the artificial intelligence in food & beverage market, and how do they compete with the other players?

Scope of the report:

Artificial Intelligence in Food & Beverage Market Assessment-by Offering

  • Solution
  • Services

Artificial Intelligence in Food & Beverage Market Assessment-by Technology

  • Machine Learning
  • Natural Language Processing
  • Business Intelligence
  • Other Technologies

Artificial Intelligence in Food & Beverage Market Assessment-by Organization Size

  • Large Enterprises
  • Small & Medium-sized Enterprises

Artificial Intelligence in Food & Beverage Market Assessment-by Application

  • Marketing & Advertising
    • Content Generation & Strategies
    • Chatbots and Virtual Assistants
    • Sales & Marketing Automation
    • Predictive Analytics
    • Advertising Recommendation
    • Search Advertising
    • Social Media Management
    • Marketing Insights
    • Customized Applications
    • Other Marketing & Advertising Applications
  • Product Development
    • Product Insights & Feedback
    • Concept Validation
    • Recipe Development
    • Other Product Development Applications
  • Supply Chain Management
  • Budgeting and Forecasting
  • Consumer Engagement
    • Consumer Insights
    • Audience Targeting
    • Consumer Experience
    • Other Consumer Engagement Applications
  • Shelf Management
  • Procurement
  • Quality Management
  • Resource Management
  • Operation Management
  • Other Applications

Artificial Intelligence in Food & Beverage Market Assessment-by End User

  • Food Manufacturers
  • Beverage Producers
  • Food Service Providers
  • Retailers
  • Hospitality

Artificial Intelligence in Food & Beverage Market Assessment-by Geography

  • North America
    • U.S.
    • Canada
  • Europe
    • U.K.
    • Germany
    • France
    • Italy
    • Spain
    • Sweden
    • Switzerland
    • Netherlands
    • Rest of Europe
  • Asia-Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Australia & New Zealand
    • Indonesia
    • Rest of Asia-Pacific
  • Latin America
  • Middle East & Africa

TABLE OF CONTENTS

1. Introduction

  • 1.1. Market Definition & Scope
  • 1.2. Currency & Limitations
    • 1.2.1. Currency
    • 1.2.2. Limitations

2. Research Methodology

  • 2.1. Research Approach
  • 2.2. Process of Data Collection and Validation
    • 2.2.1. Secondary Research
    • 2.2.2. Primary Research/Interviews with Key Opinion Leaders from the Industry
  • 2.3. Market Sizing and Forecast
    • 2.3.1. Market Size Estimation Approach
    • 2.3.2. Growth Forecast
  • 2.4. Assumptions for the Study

3. Executive Summary

  • 3.1. Market Overview
  • 3.2. Market Analysis, by Offering
  • 3.3. Market Analysis, by Technology
  • 3.4. Market Analysis, by Organization Size
  • 3.5. Market Analysis, by Application
  • 3.6. Market Analysis, by End User
  • 3.7. Market Analysis, by Geography
  • 3.8. Competition Analysis

4. Market Insights

  • 4.1. Overview
  • 4.2. Factors Affecting Market Growth
    • 4.2.1. Drivers
      • 4.2.1.1. Growing Adoption of Customer-centric Marketing Strategies
      • 4.2.1.2. Increasing Incorporation of AI in Supply Chain Operations
    • 4.2.2. Restraints
      • 4.2.2.1. Technical and Financial Barriers
    • 4.2.3. Opportunities
      • 4.2.3.1. Increasing Use of AI in Product Development
      • 4.2.3.2. Rising Need for Greater Visibility and Transparency in Supply Chain Processes
    • 4.2.4. Challenges
      • 4.2.4.1. Data Privacy and Security Concerns
  • 4.3. Key Trends
  • 4.4. Case Studies
  • 4.5. Regulatory Analysis
  • 4.6. Porter's Five Forces Analysis

5. Artificial Intelligence in Food & Beverage Market Assessment-by Offering

  • 5.1. Overview
  • 5.2. Solutions
  • 5.3. Services

6. Artificial Intelligence in Food & Beverage Market Assessment-by Technology

  • 6.1. Overview
  • 6.2. Machine Learning
  • 6.3. Natural Language Processing
  • 6.4. Business Intelligence
  • 6.5. Other Technologies

7. Artificial Intelligence in Food & Beverage Market Assessment-by Organization Size

  • 7.1. Overview
  • 7.2. Large Enterprises
  • 7.3. Small & Medium-sized Enterprises

8. Artificial Intelligence in Food & Beverage Market Assessment-by Application

  • 8.1. Overview
  • 8.2. Marketing & Advertising
    • 8.2.1. Content Generation & Strategies
    • 8.2.2. Chatbots and Virtual Assistants
    • 8.2.3. Sales & Marketing Automation
    • 8.2.4. Predictive Analytics
    • 8.2.5. Advertising Recommendations
    • 8.2.6. Search Advertising
    • 8.2.7. Social Media Management
    • 8.2.8. Marketing Insights
    • 8.2.9. Customized Applications
    • 8.2.10. Other Marketing & Advertising Applications
  • 8.3. Product Development
    • 8.3.1. Product Insights & Feedback
    • 8.3.2. Concept Validation
    • 8.3.3. Recipe Development
    • 8.3.4. Other Product Development Applications
  • 8.4. Supply Chain Management
  • 8.5. Budgeting and Forecasting
  • 8.6. Consumer Engagement
    • 8.6.1. Consumer Insights
    • 8.6.2. Audience Targeting
    • 8.6.3. Consumer Experience
    • 8.6.4. Other Consumer Engagement Applications
  • 8.7. Shelf Management
  • 8.8. Procurement
  • 8.9. Quality Management
  • 8.10. Resource Management
  • 8.11. Operations Management
  • 8.12. Other Applications

9. Artificial Intelligence in Food & Beverage Market Assessment-by End User

  • 9.1. Overview
  • 9.2. Food Manufacturers
  • 9.3. Beverage Producers
  • 9.4. Food Service Providers
  • 9.5. Retailers
  • 9.6. Hospitality

10. Artificial Intelligence in Food & Beverage Market Assessment-by Geography

  • 10.1. Overview
  • 10.2. North America
    • 10.2.1. U.S.
    • 10.2.2. Canada
  • 10.3. Europe
    • 10.3.1. Germany
    • 10.3.2. U.K.
    • 10.3.3. France
    • 10.3.4. Italy
    • 10.3.5. Spain
    • 10.3.6. Netherlands
    • 10.3.7. Sweden
    • 10.3.8. Rest of Europe
  • 10.4. Asia-Pacific
    • 10.4.1. Japan
    • 10.4.2. China
    • 10.4.3. India
    • 10.4.4. South Korea
    • 10.4.5. Singapore
    • 10.4.6. Australia & New Zealand
    • 10.4.7. Indonesia
    • 10.4.8. Rest of Asia-Pacific
  • 10.5. Latin America
  • 10.6. Middle East & Africa

11. Competition Analysis

  • 11.1. Overview
  • 11.2. Key Growth Strategies
  • 11.3. Competitive Benchmarking
  • 11.4. Competitive Dashboard
    • 11.4.1. Industry Leaders
    • 11.4.2. Market differentiators
    • 11.4.3. Vanguards
    • 11.4.4. Emerging Companies
  • 11.5. Market Ranking by Key Players

12. Company Profiles (Company Overview, Financial Overview, Product Portfolio, Strategic Developments)

  • 12.1. Prognolite
  • 12.2. Tastry
  • 12.3. ThroughPut Inc.
  • 12.4. Ai Palette
  • 12.5. Oracle Corporation
  • 12.6. GEP
  • 12.7. Elisa IndustrIQ
  • 12.8. Coupa Software Inc.
  • 12.9. PIPA LLC
  • 12.10. Gastrograph.ai (Analytical Flavor Systems, Inc.)
  • 12.11. Company 11
  • 12.12. Company 12
  • 12.13. Company 13

(Note: SWOT analysis of the top 5 companies will be provided.)

13. Appendix

  • 13.1. Available Customizations
  • 13.2. Related Reports

LIST OF TABLES

  • Table 1 Currency Conversion Rate (2019-2023)
  • Table 2 Global AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 3 Global AI in Food & Beverage Solutions Market, by Country/Region, 2022-2031 (USD Million)
  • Table 4 Global AI in Food & Beverage Services Market, by Country/Region, 2022-2031 (USD Million)
  • Table 5 Global AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 6 Global Machine Learning in Food & Beverage Market, by Country/Region, 2022-2031 (USD Million)
  • Table 7 Global Natural Language Processing in Food & Beverage Market, by Country/Region, 2022-2031 (USD Million)
  • Table 8 Global Business Intelligence in Food & Beverage Market, by Country/Region, 2022-2031 (USD Million)
  • Table 9 Global Other Technologies in Food & Beverage Market, by Country/Region, 2022-2031 (USD Million)
  • Table 10 Global AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 11 Global AI in Food & Beverage Market for Large Enterprises, by Country/Region, 2022-2031 (USD Million)
  • Table 12 Global AI in Food & Beverage Market for Small & Medium-sized Enterprises, by Country/Region, 2022-2031 (USD Million)
  • Table 13 Global AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 14 Global AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 15 Global AI in Food & Beverage Market for Marketing & Advertising, by Country/Region, 2022-2031 (USD Million)
  • Table 16 Global AI in Food & Beverage Market for Content Generation & Strategies, by Country/Region, 2022-2031 (USD Million)
  • Table 17 Global AI in Food & Beverage Market for Chatbots & Virtual Assistants, by Country/Region, 2022-2031 (USD Million)
  • Table 18 Global AI in Food & Beverage Market for Sales & Marketing Automation, by Country/Region, 2022-2031 (USD Million)
  • Table 19 Global AI in Food & Beverage Market for Predictive Analytics, by Country/Region, 2022-2031 (USD Million)
  • Table 20 Global AI in Food & Beverage Market for Advertising Recommendations, by Country/Region, 2022-2031 (USD Million)
  • Table 21 Global AI in Food & Beverage Market for Search Advertising, by Country/Region, 2022-2031 (USD Million)
  • Table 22 Global AI in Food & Beverage Market for Social Media Management, by Country/Region, 2022-2031 (USD Million)
  • Table 23 Global AI in Food & Beverage Market for Marketing Insights, by Country/Region, 2022-2031 (USD Million)
  • Table 24 Global AI in Food & Beverage Market for Customized Applications, by Country/Region, 2022-2031 (USD Million)
  • Table 25 Global AI in Food & Beverage Market for Other Marketing & Advertising Applications, by Country/Region, 2022-2031 (USD Million)
  • Table 26 Global AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 27 Global AI in Food & Beverage Market for Product Development, by Country/Region, 2022-2031 (USD Million)
  • Table 28 Global AI in Food & Beverage Market for Product Insights & Feedback, by Country/Region, 2022-2031 (USD Million)
  • Table 29 Global AI in Food & Beverage Market for Concept Validation, by Country/Region, 2022-2031 (USD Million)
  • Table 30 Global AI in Food & Beverage Market for Recipe Development, by Country/Region, 2022-2031 (USD Million)
  • Table 31 Global AI in Food & Beverage Market for Other Product Development Applications, by Country/Region, 2022-2031 (USD Million)
  • Table 32 Global AI in Food & Beverage Market for Supply Chain Management, by Country/Region, 2022-2031 (USD Million)
  • Table 33 Global AI in Food & Beverage Market for Budgeting & Forecasting, by Country/Region, 2022-2031 (USD Million)
  • Table 34 Global AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 35 Global AI in Food & Beverage Market for Consumer Engagement, by Country/Region, 2022-2031 (USD Million)
  • Table 36 Global AI in Food & Beverage Market for Consumer Insights, by Country/Region, 2022-2031 (USD Million)
  • Table 37 Global AI in Food & Beverage Market for Audience Targeting, by Country/Region, 2022-2031 (USD Million)
  • Table 38 Global AI in Food & Beverage Market for Consumer Experience, by Country/Region, 2022-2031 (USD Million)
  • Table 39 Global AI in Food & Beverage Market for Other Consumer Engagement Applications, by Country/Region, 2022-2031 (USD Million)
  • Table 40 Global AI in Food & Beverage Market for Shelf Management, by Country/Region, 2022-2031 (USD Million)
  • Table 41 Global AI in Food & Beverage Market for Procurement, by Country/Region, 2022-2031 (USD Million)
  • Table 42 Global AI in Food & Beverage Market for Quality Management, by Country/Region, 2022-2031 (USD Million)
  • Table 43 Global AI in Food & Beverage Market for Resource Management, by Country/Region, 2022-2031 (USD Million)
  • Table 44 Global AI in Food & Beverage Market for Operation Management, by Country/Region, 2022-2031 (USD Million)
  • Table 45 Global AI in Food & Beverage Market for Other Applications, by Country/Region, 2022-2031 (USD Million)
  • Table 46 Global AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 47 Global AI in Food & Beverage Market for Food Manufacturers, by Country/Region, 2022-2031 (USD Million)
  • Table 48 Global AI in Food & Beverage Market for Beverage Producers, by Country/Region, 2022-2031 (USD Million)
  • Table 49 Global AI in Food & Beverage Market for Food Service Providers, by Country/Region, 2022-2031 (USD Million)
  • Table 50 Global AI in Food & Beverage Market for Retailers, by Country/Region, 2022-2031 (USD Million)
  • Table 51 Global AI in Food & Beverage Market for Hospitality, by Country/Region, 2022-2031 (USD Million)
  • Table 52 AI in Food & Beverage Market, by Country/Region, 2022-2031 (USD Million)
  • Table 53 North America: AI in Food & Beverage Market, by Country, 2022-2031 (USD Million)
  • Table 54 North America: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 55 North America: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 56 North America: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 57 North America: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 58 North America: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 59 North America: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 60 North America: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 61 North America: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 62 U.S.: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 63 U.S.: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 64 U.S.: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 65 U.S.: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 66 U.S.: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 67 U.S.: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 68 U.S.: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 69 U.S.: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 70 Europe: AI in Food & Beverage Market, by Country/Region, 2022-2031 (USD Million)
  • Table 71 Europe: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 72 Europe: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 73 Europe: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 74 Europe: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 75 Europe: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 76 Europe: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 77 Europe: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 78 Europe: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 79 U.K.: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 80 U.K.: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 81 U.K.: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 82 U.K.: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 83 U.K.: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 84 U.K.: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 85 U.K.: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 86 U.K.: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 87 Germany: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 88 Germany: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 89 Germany: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 90 Germany: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 91 Germany: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 92 Germany: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 93 Germany: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 94 Germany: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 95 France: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 96 France: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 97 France: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 98 France: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 99 France: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 100 France: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 101 France: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 102 France: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 103 Italy: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 104 Italy: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 105 Italy: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 106 Italy: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 107 Italy: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 108 Italy: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 109 Italy: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 110 Italy: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 111 Spain: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 112 Spain: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 113 Spain: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 114 Spain: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 115 Spain: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 116 Spain: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 117 Spain: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 118 Spain: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 119 Netherlands: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 120 Netherlands: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 121 Netherlands: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 122 Netherlands: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 123 Netherlands: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 124 Netherlands: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 125 Netherlands: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 126 Netherlands: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 127 Sweden: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 128 Sweden: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 129 Sweden: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 130 Sweden: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 131 Sweden: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 132 Sweden: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 133 Sweden: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 134 Sweden: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 135 Rest of Europe: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 136 Rest of Europe: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 137 Rest of Europe: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 138 Rest of Europe: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 139 Rest of Europe: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 140 Rest of Europe: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 141 Rest of Europe: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 142 Rest of Europe: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 143 Asia-Pacific: AI in Food & Beverage Market, by Country/Region, 2022-2031 (USD Million)
  • Table 144 Asia-Pacific: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 145 Asia-Pacific: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 146 Asia-Pacific: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 147 Asia-Pacific: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 148 Asia-Pacific: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 149 Asia-Pacific: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 150 Asia-Pacific: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 151 Asia-Pacific: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 152 China: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 153 China: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 154 China: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 155 China: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 156 China: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 157 China: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 158 China: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 159 China: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 160 Japan: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 161 Japan: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 162 Japan: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 163 Japan: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 164 Japan: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 165 Japan: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 166 Japan: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 167 Japan: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 168 India: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 169 India: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 170 India: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 171 India: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 172 India: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 173 India: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 174 India: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 175 India: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 176 South Korea: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 177 South Korea: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 178 South Korea: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 179 South Korea: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 180 South Korea: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 181 South Korea: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 182 South Korea: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 183 South Korea: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 184 Singapore: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 185 Singapore: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 186 Singapore: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 187 Singapore: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 188 Singapore: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 189 Singapore: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 190 Singapore: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 191 Singapore: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 192 Australia & New Zealand: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 193 Australia & New Zealand: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 194 Australia & New Zealand: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 195 Australia & New Zealand: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 196 Australia & New Zealand: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 197 Australia & New Zealand: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 198 Australia & New Zealand: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 199 Australia & New Zealand: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 200 Indonesia: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 201 Indonesia: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 202 Indonesia: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 203 Indonesia: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 204 Indonesia: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 205 Indonesia: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 206 Indonesia: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 207 Indonesia: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 208 Rest of Asia-Pacific: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 209 Rest of Asia-Pacific: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 210 Rest of Asia-Pacific: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 211 Rest of Asia-Pacific: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 212 Rest of Asia-Pacific: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 213 Rest of Asia-Pacific: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 214 Rest of Asia-Pacific: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 215 Rest of Asia-Pacific: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 216 Latin America: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 217 Latin America: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 218 Latin America: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 219 Latin America: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 220 Latin America: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 221 Latin America: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 222 Latin America: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 223 Latin America: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 224 Middle East & Africa: AI in Food & Beverage Market, by Offering, 2022-2031 (USD Million)
  • Table 225 Middle East & Africa: AI in Food & Beverage Market, by Technology, 2022-2031 (USD Million)
  • Table 226 Middle East & Africa: AI in Food & Beverage Market, by Organization Size, 2022-2031 (USD Million)
  • Table 227 Middle East & Africa: AI in Food & Beverage Market, by Application, 2022-2031 (USD Million)
  • Table 228 Middle East & Africa: AI in Food & Beverage Market for Marketing & Advertising, by Type, 2022-2031 (USD Million)
  • Table 229 Middle East & Africa: AI in Food & Beverage Market for Product Development, by Type, 2022-2031 (USD Million)
  • Table 230 Middle East & Africa: AI in Food & Beverage Market for Consumer Engagement, by Type, 2022-2031 (USD Million)
  • Table 231 Middle East & Africa: AI in Food & Beverage Market, by End User, 2022-2031 (USD Million)
  • Table 232 Recent Developments by Major Market Players (2021-2024)
  • Table 233 Top Companies In the AI in Food & Beverage Market

LIST OF FIGURES

  • Figure 1 Market Ecosystem
  • Figure 2 Key Stakeholders
  • Figure 3 Research Process
  • Figure 4 Key Secondary Sources
  • Figure 5 Primary Research Techniques
  • Figure 6 Key Executives Interviewed
  • Figure 7 Breakdown Of Primary Interviews (Supply-side & Demand-side)
  • Figure 8 Market Sizing And Growth Forecast Approach
  • Figure 9 Key Insights
  • Figure 10 AI in Food & Beverage Market, by Offering, 2024 Vs. 2031 (USD Million)
  • Figure 11 AI in Food & Beverage Market, by Technology, 2024 Vs. 2031 (USD Million)
  • Figure 12 AI in Food & Beverage Market, by Organization Size, 2024 Vs. 2031 (USD Million)
  • Figure 13 AI in Food & Beverage Market, by Application, 2024 Vs. 2031 (USD Million)
  • Figure 14 AI in Food & Beverage Market, by End User, 2024 Vs. 2031 (USD Million)
  • Figure 15 Geographic Snapshot: Global AI in Food & Beverage Market
  • Figure 16 Impact Analysis Of Market Dynamics
  • Figure 17 Porter's Five Forces Analysis
  • Figure 18 Global AI in Food & Beverage Market, by Offering, 2024 Vs. 2031 (USD Million)
  • Figure 19 Global AI in Food & Beverage Market, by Technology, 2024 Vs. 2031 (USD Million)
  • Figure 20 Global AI in Food & Beverage Market, by Organization Size, 2024 Vs. 2031 (USD Million)
  • Figure 21 Global AI in Food & Beverage Market, by Application, 2024 Vs. 2031 (USD Million)
  • Figure 22 Global AI in Food & Beverage Market, by End User, 2024 Vs. 2031 (USD Million)
  • Figure 23 AI in Food & Beverage Market, by Region, 2024 Vs. 2031 (USD Million)
  • Figure 24 Asia-Pacific: AI in Food & Beverage Market Snapshot
  • Figure 25 Europe: AI in Food & Beverage Market Snapshot
  • Figure 26 North America: AI in Food & Beverage Market Snapshot
  • Figure 27 Growth Strategies Adopted by Leading Market Players (2022-2024)
  • Figure 28 Recent Developments by Major Market Players (2022-2024)
  • Figure 29 Vendor Market Positioning Analysis (2022-2024)
  • Figure 30 Competitive Dashboard: AI in Food & Beverage Market
  • Figure 31 Oracle Corporation : Financial Overview
  • Figure 32 Elisa Corporation: Financial Overview