Opportunities of Artificial Intelligence and Machine Learning in the Food Industry

TLDR

The food processing and handling sector is a major global industry heavily reliant on human labor, yet it struggles with supply‑chain reliability and food safety. The study proposes industrial automation powered by AI, ML, and DL as a solution to these challenges. AI systems streamline production, delivery, and supply‑chain management, improving quality, packaging, shelf life, and reducing human error. AI and ML are expected to drive the future of food production toward smart farming, robotic agriculture, and drone‑based operations.

Abstract

The food processing and handling industry is the most significant business among the various manufacturing industries in the entire world that subsidize the highest employability. The human workforce plays an essential role in the smooth execution of the production and packaging of food products. Due to the involvement of humans, the food industries are failing to maintain the demand-supply chain and also lacking in food safety. To overcome these issues of food industries, industrial automation is the best possible solution. Automation is completely based on artificial intelligence (AI) or machine learning (ML) or deep learning (DL) algorithms. By using the AI-based system, food production and delivery processes can be efficiently handled and also enhance the operational competence. This article is going to explain the AI applications in the food industry which recommends a huge amount of capital saving with maximizing resource utilization by reducing human error. Artificial intelligence with data science can improve the quality of restaurants, cafes, online delivery food chains, hotels, and food outlets by increasing production utilizing different fitting algorithms for sales prediction. AI could significantly improve packaging, increasing shelf life, a combination of the menu by using AI algorithms, and food safety by making a more transparent supply chain management system. With the help of AI and ML, the future of food industries is completely based on smart farming, robotic farming, and drones.