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Artificial Intelligence in Food & Beverage Market
Artificial Intelligence in Food & Beverage Market Size, Share, Forecast, & Trends Analysis 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 Forecasts to 2031
Report ID:MRICT - 1041304 Pages: 250 Aug-2024 Formats*: PDF Category: Information and Communications Technology Delivery: 24 to 72 HoursThe Artificial Intelligence in Food & Beverage Market is expected to reach $42.6 billion by 2031, at a CAGR of 36.2% from 2024 to 2031.
Artificial Intelligence in Food & Beverage Market Size & Forecast
The growth of the AI in food & beverage market is driven by the growing adoption of customer-centric marketing strategies and the increasing incorporation of AI in supply chain operations. Furthermore, the increasing use of AI in product development and the rising need for greater visibility & transparency in supply chain processes are expected to generate growth opportunities for the stakeholders in this market.
Artificial Intelligence in Food & Beverage Market Growth Drivers
Growing Adoption of Customer-centric Marketing Strategies
Customer-centric marketing is one of the most important strategies for food & beverage businesses. By focusing on the needs and preferences of consumers, food & beverage businesses can build stronger relationships with them. A major advantage of AI in the F&B sector is improved customer experiences. AI technology enables businesses to understand and meet consumer demands effectively, resulting in customer satisfaction. By analyzing customer data and preferences, businesses can provide personalized recommendations through targeted marketing campaigns. This tailored approach enhances customer satisfaction and loyalty. Artificial intelligence is transforming the ways in which businesses can understand their customers. AI allows businesses to collect and analyze vast quantities of qualitative and quantitative data related to customer preferences and behaviors.
Several food & beverage businesses are leveraging AI to provide recommendations to consumers. For instance, in August 2023, IHOP Restaurants LLC (U.S.), a restaurant chain, partnered with Google Cloud to use its AI technology to enhance the online ordering experience. Under this partnership, IHOP will deploy an AI-powered food-ordering recommendation engine across its U.S. stores. Implementing a customer-centric AI strategy across all customer touchpoints is essential for creating seamless, personalized experiences and gaining a competitive edge for food & beverage businesses, which is driving the growth of this market.
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Increasing Incorporation of AI in Supply Chain Operations
One significant advantage of AI is its ability to capture, manage, and analyze detailed data throughout the supply chain. When integrated with blockchain technology and connected enterprise systems, AI enables real-time monitoring and traceability of products, ensuring transparency and preventing fraud. This data-driven approach enhances supply chain visibility, streamlines operations, and reduces the risk of contamination or recalls. AI can determine the fastest and most efficient methods for transporting temperature-controlled products, monitor temperature for quality assurance, and suggest alternative uses for products that do not meet specific temperature requirements.
Customer experience and satisfaction are largely influenced by the complexity of returns processes, delivery times & accuracy, and visibility into stock levels. These factors can be optimized by leveraging AI capabilities. The food & beverage businesses in this market are focused on expanding AI-supported features in their supply chain management solutions. AI algorithms analyze vast amounts of data to optimize the supply chain. AI predicts demand fluctuations, streamlines inventory management, and minimizes waste, which ultimately maximizes efficiency. Food & beverage businesses are incorporating AI in their supply chain for demand forecasting, optimizing inventory management to ensure consistent stocking of appropriate food and beverage products at optimal times, and minimizing stockouts and overstock situations.
Artificial Intelligence in Food & Beverage Market Opportunity
Rising Need for Greater Visibility & Transparency in Supply Chain Processes
One of the most significant challenges in managing a food & beverage supply chain is the lack of visibility. Disruptions can occur at any point, from raw material sourcing to final product delivery, and identifying these issues in real time is crucial. Such challenges can impact the profitability of the food & beverage business. Modern-day businesses have realized the importance of collecting and sharing supply chain information with partners, suppliers, and customers. By increasing supply chain transparency, companies can connect with customers, build trust, and gain better visibility into all stages of their supply chains to drive process improvements and react faster and more effectively when problems occur.
There are numerous advantages to supply chain transparency, from building trust between suppliers, companies, and customers to gaining real-time insights to sharing relevant information with customers. Artificial intelligence (AI) technologies are helping organizations take proactive approaches toward supply chain transparency. AI technologies improve supply chain visibility with advanced analytics, real-time tracking, predictive maintenance, & blockchain. Therefore, to overcome visibility & transparency challenges, the companies are integrating AI in their in-supply chain processes, which is expected to provide opportunities for the market stakeholders.
Artificial Intelligence in Food & Beverage Market Analysis: Key Findings
By Offering: The Solutions Segment to Dominate the Artificial Intelligence in Food & Beverage Market in 2024
Based on offering, the market is segmented into solutions and services. In 2024, the solutions segment is expected to account for the larger share of the market. The large market share of this segment is attributed to various factors such as the growing implementation of AI-powered marketing solutions to automated marketing processes in F&B industries, predictive analysis, the growing popularity of AI-powered tools to optimize marketing campaigns, analyze customer data for targeted promotions, rising need to integrate AI-based solutions in F&B product innovation by analyzing trends, consumer preferences, and feedback, increasing integration of business intelligence to analyze consumer behavior, and growing demand for customer-driven marketing and advertisement.
Moreover, the solutions segment is also projected to register the highest CAGR during the forecast period.
By Technology: The Business Intelligence Segment to Dominate the Artificial Intelligence in Food & Beverage Market in 2024
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. Artificial intelligence in the food and beverage industry significantly enhances business intelligence technology by providing advanced data analytics, predictive insights, and automation capabilities. AI algorithms analyze historical sales data, market trends, and consumer behavior to forecast demand, helping businesses manage inventory and reduce waste. Such factors help to drive the growth of the market during the forecast period.
However, the machine learning segment is projected to register the highest CAGR during the forecast period. Artificial intelligence in the food and beverage industry significantly aids the development and application of machine learning (ML) technologies. AI systems monitor and analyze data from various stages of food production, such as ingredient quality, cooking temperatures, and packaging processes. This data is crucial for training ML models to predict and maintain consistent product quality. Also, AI systems equipped with sensors can monitor the performance and health of machinery used in food production. In such cases, machine learning algorithms can analyze data to predict various factors in food & beverage production processes, such as maintenance, preventing breakdowns, and reducing downtime. These benefits drive the growth of this segment.
By Organization Size: The Large Enterprises Segment to Dominate the Artificial Intelligence in Food & Beverage Market in 2024
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 the larger share of the market. The large market share of this segment is attributed to the increasing adoption to enable personalized customer experience at scale, the growing use of AI in marketing solutions for data-driven decision-making and optimizing marketing campaigns in food & beverages industries, and the rising need to streamline processes, optimize costs, and prevent human error.
However, the small & medium-sized enterprise segment is expected to register the highest CAGR during the forecast period due to the growing need to streamline the marketing process without significant resource investment, the increasing adoption of chatbots and virtual assistance to enhance customer support and improve customer satisfaction in food & beverages industries, and the rising adoption for automated targeting, lead generation, and social media management.
By Application: The Marketing & Advertising Segment to Dominate the Artificial Intelligence in Food & Beverage Market in 2024
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. The large market share of this segment is attributed to the rising implementation of AI algorithms to understand audience preference, content creation and optimization, advertising recommendation, and social media management.
AI analyzes customer data to understand customers' preferences, purchase history, and behavior patterns. This enables businesses to create highly personalized marketing campaigns tailored to individual customers, increasing the likelihood of engagement and conversion.
However, the supply chain management segment is expected to register the highest CAGR during the forecast period due to several factors, as AI helps to optimize delivery routes for efficiency, reducing fuel consumption and delivery times. Also, it helps to evaluate and rank suppliers based on various criteria such as price, quality, reliability, and sustainability, helping companies make better sourcing decisions.
Moreover, in the food & beverages industries, end-to-end tracking and resource optimization is crucial. With the help of these technologies, visibility into every stage of the supply chain, from raw materials to finished products, allows for better coordination and decision-making.
By End User: The Food Manufacturers Segment to Dominate the Artificial Intelligence in Food & Beverage Market in 2024
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. AI-powered vision systems can inspect products on the production line for defects, ensuring that only high-quality products reach consumers. Also, AI algorithms analyze products to maintain consistency in shape, size, and appearance, which is crucial for brand reputation. Also, AI optimizes energy consumption in manufacturing processes, reducing costs and environmental impact. Such factors help to drive the growth of the market during the forecast period.
However, the hospitality segment is expected to register the highest CAGR during the forecast period due to various factors such as increased demand for personalized customer experiences, high operational efficiency, enhancement in food safety and quality control, and automated food preparation. AI-powered robots can perform repetitive tasks which helps to increase efficiency and reduce labor costs.
Geographic Analysis
North America to Dominate the Artificial Intelligence in Food & Beverage Market in 2024
In 2024, North America is expected to account for the largest share of the market. North America’s large market share is mainly attributed to various factors as organizations in North America have swiftly used AI to increase efficiency, productivity, and consumer experiences. The growing use of AI in the food & beverages industry to enhance operational efficiency, improving product quality, and new opportunities for innovations are some of the other drivers for the growth of this regional segment.
Additionally, various key players in this market are undertaking initiatives for the development of the market. For instance, in May 2022, Ai Palette (Singapore) expanded its business in the U.S. to help consumer packaged goods (CPG) companies better identify consumer preferences and market trends and speed up the product development process.
AI-powered robots and automated systems streamline food preparation, packaging, and distribution processes. This reduces labor costs and increases production speed, allowing companies to scale operations more effectively.
However, the Asia-Pacific region is projected to register the highest CAGR during the forecast period. The growth of this region is driven by the growing adoption of operational efficiency, increasing disposable income, increasing government initiatives for the adoption of smart devices, and significant growth opportunities in emerging countries of Asia-Pacific.
Additionally, key players in this market are focusing on various initiatives in the development of the market. For instance, in June 2023, LabelBlind (India), a digital food labeling company, launched FoLSol-AI, a cutting-edge artificial intelligence (AI)-powered solution for food label validations and regulatory compliance in the food and beverage sector. In April 2023, Nestlé S.A., a Swiss multinational food and beverage company, expanded its AI model developed by its Indian unit in global markets. The model uses ML algorithms to analyze consumer data and trends to inform product development and marketing strategies.
AI systems monitor food quality and safety in real time, detecting contaminants and ensuring compliance with health standards. This is especially important in an Asia-Pacific region with varying regulatory standards. Also, AI accelerates research and development by simulating food formulations and predicting consumer acceptance, shortening the time-to-market for new products.
Artificial Intelligence in Food & Beverage Market: Key Companies
The report offers a competitive analysis based on an extensive assessment of the leading players’ product portfolios, geographic presence, and key growth strategies adopted in the last 3–4 years. Some of the key players operating in the 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.)
Artificial Intelligence in Food & Beverage Market Research Summary
|
Particulars |
Details |
|
Number of Pages |
250 |
|
Format |
|
|
Forecast Period |
2024–2031 |
|
Base Year |
2023 |
|
CAGR (Value) |
36.2% |
|
Market Size (Value) |
USD 42.6 Billion by 2031 |
|
Segments Covered |
By Offering
By Technology
By Organization Size
By Application
By End User
|
|
Countries Covered |
Europe (U.K., Germany, France, Italy, Spain, Sweden, Netherlands, Rest of Europe), Asia-Pacific (China, Japan, India, South Korea, Singapore, Australia & New Zealand, Indonesia, Rest of Asia-Pacific), North America (U.S., Canada), Latin America, and the Middle East & Africa |
|
Key Companies |
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 Artificial Intelligence in Food & Beverage Market Report:
The artificial intelligence in food & beverage market study focuses on market assessment and opportunity analysis through the sales of AI in food & beverage solutions and services across different regions and countries. This study is also focused on competitive analysis for AI in food & beverage based on an extensive assessment of the leading players’ product portfolios, geographic presence, and key growth strategies.
The artificial intelligence in food & beverage market is expected to reach $42.6 billion by 2031, at a CAGR of 36.2% from 2024 to 2031.
In 2024, the solution segment is expected to hold the largest share of the artificial intelligence in food & beverage market.
The food manufacturers segment is expected to register the highest CAGR during the forecast period.
The growth of the artificial intelligence in food & beverage market is driven by the growing adoption of customer-centric marketing strategies and the increasing incorporation of AI in supply chain operations. Furthermore, the increasing use of AI in product development and the rising need for greater visibility & transparency in supply chain processes are expected to generate growth opportunities for the stakeholders in this market.
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.
Asia-Pacific is expected to record the highest CAGR during the forecast period.
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 (2021–2024)
Figure 28 Recent Developments by Major Market Players (2021–2024)
Figure 29 Vendor Market Positioning Analysis (2021–2024)
Figure 30 Competitive Dashboard: AI in Food & Beverage Market
Figure 31 Oracle Corporation : Financial Overview
Figure 32 Elisa Corporation: Financial Overview
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