Wild-catch fishing traceability with AI — the chain does not break in the plant, it breaks at the dock.
The vessel's delivery note arrives on soggy paper, the auction hall exports to a vertical system that does not talk to your ERP, nobody downloads the truck's datalogger, and the plant batch is assembled by cross-checking spreadsheets by hand. iLEAN captures every hand-off in its own channel — photo, email, FTP, WhatsApp — and links them to the batch so the EU 1224/2009, IUU and MSC dossier is built from the origin. The person signs.
Every link in the chain runs its own system. None of them runs yours.
Wild-catch traceability does not fail out of bad faith — it fails because the data is not born in one system, it is born in many, and every hand-off adds a spreadsheet, a photo on a phone or a phone call between the vessel owner, the auctioneer, the carrier and your plant. The usual gaps:
- The vessel's delivery note arrives on paper — sometimes soggy, sometimes signed in ballpoint by whoever was on the dock at 6:00 a.m. — and nobody digitizes it until the back office gets to it in the afternoon.
- The auction sale lives in a vertical system (every auction hall has its own) that exports when it feels like it, in whatever format it feels like. Your ERP cannot read it.
- Refrigerated transport has a datalogger — but downloading the datalogger is manual, and it usually only gets looked at if there is a complaint.
- The plant batch is created in the morning by cross-checking all of that by hand, under pressure to get the line started.
The result: when the retailer asks for the full dossier (EU 1224/2009, IUU catch certificate, MSC chain of custody), the plant assembles it after the fact, losing days and running the risk that one link does not add up. And if it does not add up, the retailer contract falls through — long before any penalty does.
iLEAN does not ask anyone to change systems — it captures every channel where the data is born.
The problem with seafood traceability is not a software problem: it is information living on many islands, outside your walls, that at the critical moment — building the batch, closing the dossier for the auditor — does not arrive on time or in full. iLEAN acts as the putty that fills those gaps without asking the vessel owner, the auction hall or the carrier to change anything.
Connect listens inward and outward. It captures the photographed delivery note, the vessel owner's email, the auction hall export, the truck's datalogger. The agent recontextualizes it, links it to the batch and builds the dossier. The person signs — never the other way round.
The two iLEAN pieces applied to wild-catch fishing traceability:
- Connect — captures everything that enters your company through any channel: the photo of the vessel delivery note the operator takes on their phone while unloading, the vessel owner's email with the manifest, the FTP file the auction hall drops overnight, the carrier's WhatsApp about a temperature incident, the MSC certificate that arrives from the supplier. All of it at second zero, without anyone forwarding anything or calling an 8:00 a.m. meeting.
- Agent — recontextualizes every document (pulling out vessel, FAO area, gear, weight, certification, temperature, date) and links them to the batch created in the plant. It builds the per-batch dossier in real time, not after the fact. If a link is missing or something does not add up (expired certificate, temperature out of range, auction hall with no export), it alerts whoever decides. The person validates and signs; the batch is never accepted as compliant on its own.
Traceability by hand vs. traceability threaded together by iLEAN
| Aspect | Classic seafood chain | With iLEAN Connect + Agent |
|---|---|---|
| Vessel delivery note | Paper, digitized in the afternoon | Photo + automatic extraction on the dock |
| Auction sale | Vertical system your ERP cannot read | Connect captures the export via FTP / email |
| Transport temperature | Datalogger downloaded only if there is a complaint | Systematic reading + alert on any drift |
| Creating the plant batch | Manual cross-check in a rush at shift start | The batch is born already linked to its origin |
| EU 1224 / IUU / MSC dossier | Rebuilt by hand for every batch | Real-time dossier, ready to export |
| Incident detected | When the retailer finds it | Before accepting the batch, at the dock |
Impact estimate for your plant — to be validated with your numbers.
The block below is an estimate to be validated with the specific data of your plant. We put it forward so the committee has an order of magnitude; we refine it during the diagnostic.
- Fresh or frozen fish processing plant, 2-5 supplying auction halls, a mix of own landings and outside suppliers, exporting to the EU + UK plus some volume to the US.
- Connect + Agents pilot at plant intake: capture of the delivery note + the vessel owner's manifest + the auction hall export + the truck's datalogger. First value expected within a few weeks: a complete dossier for the first batch with no manual work.
- Indicative payback between 4 and 9 months, with hard levers in (1) back-office hours freed up, (2) batches you can now sell to the retailer that demands detailed MSC/FOS traceability and that you were locked out of before, (3) reduced risk of an incident that costs you a contract.
- A 70-90% cut in the time spent assembling the per-batch dossier is defensible as a conservative floor.
And the quality manager's reasonable doubt
“What if the AI pulls a piece of data off the delivery note wrong and we sign off a batch with an error?” — hallucination is a problem of free generation, not of anchored tasks. In tasks where the AI merely recontextualizes a document (photo of a delivery note → vessel, area, weight), the best models brought error below 1.5% [1]. And even so, what is critical is never decided alone: the dossier is assembled automatically, but the person signs before the batch is accepted. The three safety rings exist precisely for this.
[1] OpenAI paper “Why Language Models Hallucinate”, 2025 — on the reliability of AI in anchored tasks.
What people ask about wild-catch fishing traceability
What does European law require on wild-catch fishing traceability?
Regulation (EU) 1224/2009 (fisheries control) and its implementing regulation require traceability of every consignment from the catch — vessel, FAO area, fishing gear, landing date — through to the first buyer, and in parallel Regulation (EU) 1005/2008 on IUU fishing (illegal, unreported and unregulated) requires the catch certificate to be verified for imported product. If you export, retailer demands stack on top (MSC, FOS, ASMI) and they almost always ask for more detail than the regulation requires by default.
Where does traceability normally break?
Not in the plant — at the dock. The vessel owner's delivery note arrives on soggy paper, the auction sale is logged in a vertical system that does not talk to your ERP, the truck leaves without anyone closing out temperature traceability between auction hall and unloading, and when the fish reaches the plant the new batch is put together by cross-checking spreadsheets by hand. Every hand-off is a crack — and the auditor only sees the crack once it has become a recall.
How does iLEAN link a vessel delivery note to the plant batch?
With Connect. Whatever arrives, through whatever channel — a photo of the delivery note on the unloader's phone, an email from the vessel owner with the manifest, the auction hall's FTP export — enters the system at second zero. An agent recontextualizes it (pulling out vessel, FAO area, gear, weight, date) and links it to the batch created in the plant when the truck arrives. The person validates; the per-batch dossier is built from the origin, not reconstructed after the fact.
What about transport temperature between auction hall and plant?
It is one of the most frequent cracks. iLEAN Connect reads the truck's datalogger when one is available and, when there is none, captures the manual record the carrier fills in (a photo of the thermometer, a signed report). If the temperature drifted out of range — between catch and unloading, between unloading and plant — the agent flags it before the batch is blended, not after. What is critical is decided with a human signing: if the batch is accepted with an incident, it is on the record.
What return can a seafood processing plant expect?
As an order of magnitude — and always an estimate to be validated with your data — a Connect + Agents pilot at plant intake delivers first value within a few weeks (an automatic dossier for the first batch) and a reasonable payback between 4 and 9 months. The hard lever is not just avoiding a penalty: it is being able to sell to retailers that demand detailed traceability (MSC, FOS) and that are out of reach today because rebuilding the dossier by hand for every batch does not pay. We send you the estimated ROI in 48h with your numbers.
Tell us your case and in 48h we'll send you the estimated ROI of this AI project for your seafood plant.
We work on your plant's real data, not ours. Diagnostic with no commitment.
Request estimated ROI in 48h See food industry