How Agroknow is using Generative AI to enhance Food Safety analysis

How Agroknow is using Generative AI to enhance Food Safety analysis

The Solution

Big Blue AI developed a centralized, automated analytics platform designed to turn millions of rows of raw data into actionable insights, integrated along with a strategic training framework.

• Generative AI Chatbot: Implemented a virtual assistant capable of leveraging historical food safety data, recent research findings, and up-to-date regulatory information.
• Advanced LLM Framework: Built a framework powered by advanced Large Language Models (LLMs) like ChatGPT and Mistral.
• Retrieval-Augmented Generation (RAG): Integrated RAG technology to analyze historical food recall data and deliver highly accurate predictive insights.
• Intuitive User Experience: Designed a streamlined, user-friendly interface that reduces the complexity of data retrieval and analysis for food scientists.

The Challenge: 

Agroknow’s rapid expansion and management of global risk intelligence required supporting food safety, quality, and supplier assurance teams, yet their critical research data remained highly fragmented. The absence of an integrated system made it difficult to combine diverse data sources for better-informed decision-making and forced food scientists to spend substantial time manually searching for and correlating historical data with current regulations and guidelines.

The Ιmpact 

The transformation delivered immediate, measurable improvements to Agroknow's operational efficiency and industry standards:

• Hundreds of hours saved annually, significantly reducing research time for food safety professionals.
• Proactive risk management enabled by predictive insights that identify potential food safety risks and emerging industry patterns.
• Vast unstructured data converted into actionable intelligence to support rapid, highly informed decision-making.
• New benchmarks set for the food industry by raising the standard for data-driven safety protocols.

A safer, more reliable food ecosystem established for producers, consumers, and regulators alike.

How Big Blue AI helped

Beyond the technical implementation, we acted as a strategic partner to ensure the tool's effectiveness. We took ownership of the platform framework architecture, focusing on creating an intuitive design that allows food safety teams to easily access relevant data and focus on what they do best—ensuring food safety.

Our team prioritized data utility, integrating Retrieval-Augmented Generation (RAG) technology so that advanced LLMs (like ChatGPT and Mistral) could deeply parse Agroknow's vast historical repositories. This was achieved through a close collaboration to transition their food safety intelligence into a streamlined virtual assistant, guiding manufacturers, retailers, and food service providers to adopt proactive, regulation-compliant measures in a rapidly evolving industry landscape.