As AI-driven systems take control of food logistics, resilience increasingly hinges on whether humans retain the authority and capacity to intervene when software fails.
Grocery stores can appear well-stocked even when the systems that keep them supplied are under pressure. Fresh produce may be arranged neatly, and refrigerated items fully displayed, giving the impression that everything is running smoothly. Yet that visible abundance can hide deeper weaknesses in how food actually moves.
Today, food travels through supply chains only if it is verified by digital platforms, databases, and automated approval tools. When a shipment cannot be validated by these systems, it cannot be released, insured, sold, or legally distributed. In effect, if food cannot be “seen” by digital infrastructure, it cannot enter the market.
This dependence has implications for the resilience of the UK food system and is increasingly viewed as a serious point of vulnerability.
The risks have already been demonstrated. Recent cyberattacks targeting grocery and food distribution networks disrupted operations at several major US supermarket chains. Online ordering systems failed, other digital tools went offline, and deliveries were delayed, even though physical inventory was still available.
Part of the problem here is that key decisions are made by automated or opaque systems that cannot be easily explained or challenged. Manual backups are also being removed in the name of efficiency.
This digital shift is happening around the world, in supermarkets and in farming, and has delivered efficiency gains, but it has also intensified structural pressures across logistics and transport, particularly in supply chains which are set up to deliver at the last minute.
Using AI
AI and data-driven systems now shape decisions across agriculture and food delivery. They are used to forecast demand, optimize planting, prioritize shipments, and manage inventories. Official reviews of the use of AI across production, processing, and distribution show that these tools are now embedded across most stages of the UK food system. But there are risks.
When decisions about food allocation cannot be explained or reviewed, authority shifts away from human judgment and into software rules. Put simply, businesses are choosing automation over humans to save time and cut costs. As a result, decisions about food movement and access are increasingly made by systems that people cannot easily question or override.
This has already started to happen. During the 2021 ransomware attack on JBS Foods, meat processing facilities halted operations despite animals, staff, and infrastructure being present. Although some Australian farmers were able to override the systems, there were widespread problems. More recently, disruptions affecting large distributors have shown how system failures can interrupt deliveries to shops even if goods are available.
Getting rid of humans
A significant issue is fewer people managing these issues, and staff training. Manual procedures are classified as costly and gradually abandoned. Staff are no longer trained for overrides they are never expected to perform. When failure occurs, the skills required to intervene may no longer exist.
This vulnerability is compounded by persistent workforce and skills shortages, which affect transport, warehousing, and public health inspection. Even when digital systems recover, the human ability to restart flows may be limited.
The risk is not only that systems fail, but that when they do, disruption spreads quickly. This can be understood as a stress test rather than a prediction. Authorization systems may freeze. Trucks are loaded, but release codes fail. Drivers wait. Food is present, but movement is not approved.
Based on previous incidents within days digital records and physical reality can begin to diverge. Inventory systems no longer match what is on shelves. After about 72 hours, manual intervention is required. Yet paper procedures have often been removed, and staff are not trained to use them.
These patterns are consistent with evidence from UK food system vulnerability analyses, which emphasize that resilience failures are often organizational rather than agricultural.
Food security is often framed as a question of supply. But there is also a question of authorization. If a digital manifest is corrupted, shipments may not be released.
This matters in a country like the UK that relies heavily on imports and complex logistics. Resilience depends not only on trade flows, but on the governance of data and decision-making in food systems, research on food security suggests.
Who is in control?
AI can strengthen food security. Precision agriculture (using data to make decisions about when to plant or water, for instance) and early-warning systems have helped reduce losses and improve yields. The issue is not whether AI is used, but who is watching it, and who manages it.
Food systems need humans to be in the loop, with trained staff and regular drills on how to override systems if they go wrong. Algorithms used in food allocation and logistics must be transparent enough to be audited. Commercial secrecy cannot outweigh public safety. Communities and farmers must retain control over their data and knowledge.
This is not a risk for the future. It already explains why warehouses full of food can become inaccessible or ignored.
The question is not whether digital systems will fail, but whether we will build a system that can survive its failure.
Adapted from an article originally published in The Conversation.
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9 Comments
At some point, if the AI starts hallucinations that stop transportation of food, one assumes that there may be people who steal food from warehouses and sell it on the black market. That would be a smaller catastrophe than having all of the food spoil?
Of course, all of that is nothing in comparison to the damage that’s being done worldwide to the medical and insurance systems. Especially where people are being denied based on an AI systems decision without any human involvement.
Ai will be our downfall. I don’t understand why anyone supports its use.
Agree 100%. I’ve been boycotting AI whenever possible for at least a year now. Like you, I don’t understand why so many people are embracing AI and robots. The videos on YouTube are terrifying. We’ve all been warned by scientists, sci fi authors, and others about the dangers of technology, but most people are not listening, not paying attention, not caring. Humans have been engineering their own downfall for centuries, but AI may be the thing that finishes us off earlier than expected.
Ah, the glories and conveniences of modern technology! We can destroy cities remotely without using nukes via swarms of drones. We can wreck food supplies without besieging cities. We can spy on people in their own homes without employing spooks!
The miraculous wonders of scientific progress and development!
Some sciences are run by short-sighted idiots keen to publish a paper in a leaned journal.
AI – The Terminator – doesn’t need to eat food; It knows that Humans must. It’s merely conducting early testing and analysis. There were many, many warnings.
I am listening.
I think I seriously agree with you.
What (if) it all just been a test.
There are notorious places on this planet where every one of the “tech bros” including that malevolent monster Melon Mush needs to be sent. To increase their obscene billions they steal all our drinking water for their hideous server farms. Let them be the first to be sentenced by the revolutionaries.
Massive potential food spoilage doesn’t appear to be a positive thing with regards to AI control. Put all your eggs in that one basket and let the miracle of AI lose the basket, drop the basket or forget about it entirely. Damn computer screwed the pooch again and we can’t even fire it.