An important co-design session for the future of local agriculture recently took place in Foggia. The focus group, organized by the DARe Puglia technological cluster in collaboration with EXO, brought together local producers to define the framework for a new digital challenge: the Field2Fork AI Hub project, funded under the European PoliRuralPlus program.

The objective is ambitious: to develop an AI-powered application capable of dismantling barriers between small-scale rural producers and urban consumers, transforming how we discover and purchase local food.

Beyond E-commerce: The "Digital Shopkeeper"

Unlike traditional marketplaces, the core of Field2Fork will be a conversational interface (Chatbot). Powered by Retrieval-Augmented Generation (RAG) technology, the system will move beyond static product listings to engage users in natural language dialogue.

"I’d like to host a dinner for 4 people using local products; I have a budget of 50 euros and am looking for vegetarian options."

In response to such a query, the AI will pull data exclusively from real-time inputs provided by Foggia’s producers. It will suggest personalized shopping carts, recipes, and pairings, ensuring the elimination of "hallucinations" while maintaining strict adherence to seasonal availability.

Key Pillars from the Producer Consultation

The added value of the meeting was the direct input from those who work the land daily. Four fundamental pillars emerged to guide the software development:

The Value of Storytelling: Producers emphasized that a sale is not just a transaction, but a narrative. The system will integrate brand storytelling, explaining why artisanal honey or ancient grain pasta holds a value that transcends supermarket pricing.

The Logistics Challenge: The primary bottleneck remains delivery. The discussion highlighted the need for centralized collection points and scheduled delivery windows, educating consumers on a logic that favors production cycles over the "instant gratification" of mass retail.

Waste Reduction & Usage Tips: The AI will assist consumers in portion planning (avoiding unnecessary surplus) and provide guidance on preserving fresh products to maintain peak quality.

Algorithmic Fairness: A central concern was transparency. The system will be designed to ensure equitable visibility for all producers, preventing price from becoming the sole recommendation criterion and instead prioritizing quality and product specificity.

Toward New Rural Governance

"Our mission is to transfer research to the production system," stated Antonio Stasi, President of DARe Puglia. "With Field2Fork, we aren't imposing a top-down solution; we are building a tool specifically tailored to the Foggia province, positioning it as a benchmark for regional agrifood innovation."

The project now moves into the technical development phase, aiming to field-test a model that integrates GIS technology, AI, and social participation. It is a concrete step toward more resilient, connected rural areas at the forefront of the digital transition.


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