Energy, water & food · Project 15

Seafood Provenance: A Better Story Had to Follow the Product

AI-supported information, digital provenance and relationships with demanding culinary buyers.

A chef considering a premium ingredient has a practical reason to ask about its history. The supplier's story becomes more useful when the information follows the actual product.

This engagement connected aquaculture information with digital provenance and buyer communication. I worked on the AI and information processes, the customer-facing record and the commercial story around the product. The scope also included executive-chef relationships.

Make the record worth opening

The project combined acoustic classification of feeding information with digital records accessible through product-linked NFC and QR experiences. The purpose of the buyer-facing work was to make the relevant history understandable and accessible at the point where someone wanted to examine it.

The project outcomes included 22% lower feed waste and exclusive supply contracts with 42 Michelin-starred restaurants at a 40% wholesale price premium. Feed performance belongs to the wider operational result; the supply relationships and provenance communication show the commercial side of the engagement.

A digital record needs substance behind it. Its value comes from the information it presents and the relationship of that information to the product. The interface can make the account easier to use, but it cannot replace the record.

The chef did not need a software tour

The technology behind a provenance record can be sophisticated. The person opening it generally wants an answer about the product. The interface should help that answer arrive without making the buyer learn the architecture first.

This is an important part of technical storytelling: deciding which details explain value and which belong further into the account. The supplier's production knowledge has commercial significance when the buyer can connect it to the ingredient being considered. The chef relationship gives that explanation a demanding audience. It encourages specificity about the product and the information behind it, which is exactly what a premium proposition needs.

A premium proposition with something specific to say

This is where the storytelling becomes interesting. Origin, handling and production information can help explain a product's particular value. Those details should serve the culinary buyer's evaluation rather than become a technical performance for its own sake.

The continuing work followed the harvest cycle and covered digital provenance marketing and chef relationships. That rhythm made sense for the assignment: the product and its story continued to move together.

The commercial lesson I take from this project is that an excellent product deserves an explanation with the same care behind it. The data, the digital experience and the conversation with the buyer all contribute to that explanation.

For the wider work behind this story, explore agriculture and agtech consulting.

Follow a useful connection

Different projects. Related questions.

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