Old Macdonald had a farm, AI, AI… oh

Farming has never stood still. There simply isn’t time for that. From mechanisation to drones and Precision Agriculture, the sector has a long history of embracing innovation to improve efficiency and productivity. In many respects, the rise of AI is simply the next chapter in that story. Of course, as anyone who’s watched GPS guidance lose its marbles under a line of mature trees will know, even the cleverest technology has its off days. AI is no different. It has enormous potential to transform agriculture, but it is important to recognise that, like any tool, it isn’t the answer to every problem.

AI is already making a significant impact across the agricultural industry. Farmers are using it to analyse crop health from satellite imagery, predict yields, monitor livestock, optimise irrigation and identify pests and diseases before they become widespread. It is also playing an increasing role in autonomous machinery, helping businesses make better-informed decisions while reducing costs and improving efficiency. With the state of the World as it is today, that all matters.

One area where AI is becoming increasingly prevalent is in mapping land and producing plans. AI-powered software can analyse aerial photography, satellite imagery, and historical mapping to identify field edges, hedgerows, ditches, and other physical features, then generate boundary plans in a matter of seconds. For landowners, surveyors, and rural professionals, this can save considerable time and provide a useful starting point. When it comes to ownership, however, drawing a line on a plan is not always as straightforward as it appears.

Many landowners are surprised to learn that title plans held by HM Land Registry are governed by the General Boundaries Principle. In simple terms, Land Registry title plans show only the general position of a property’s boundaries. They are not intended to define the exact legal boundary between neighbouring parcels of land. Instead, they identify the general extent of the registered land, usually by reference to the Ordnance Survey map.

It is also important to distinguish between a physical boundary and a legal boundary. A physical boundary is the feature you can see on the ground, such as a hedge, fence, wall or ditch. This is where AI should be viewed as an assistant rather than an authority. It can rapidly interpret imagery and generate impressive plans, but it cannot assess historical documents, weigh competing evidence or apply the legal principles that determine ownership. It may be able to spot a hedge from 500 feet in the air, but that does not tell you whether the legal boundary runs down the middle of it, along one side, or somewhere else entirely.

On that basis, a red line on a title plan is only the beginning of the story; the deeds and what happens on the ground tell the rest. That is where legal expertise matters—piecing together this information to establish the true legal boundary and avoid potential problems and disputes down the line.

There is no doubt that AI will continue to play an increasingly valuable role in agriculture, helping farmers and rural businesses work smarter and more efficiently. When it comes to determining who owns what, however, technology can only take you so far. Sometimes, there is no substitute for the professional judgment of human intelligence and a careful look at the paperwork. AI is a brilliant tool (and certainly helps save precious time when writing articles, which means more time on the day job), but it is not the final word.

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Abbie Wiseman is an agricultural property specialist at Ashtons Legal with over 15 years’ experience working in Property Law. This article was produced sitting beneath the oak beams of a converted farm building, with a view of the stubble fields in an office based on a working farm of around 1,300 acres. Ashtons Legal is a full-service law firm with a dedicated Agriculture and Estates department acting for farmers, landed estates, rural businesses, landowners and high-net-worth individuals. Our Agriculture team is ranked in the Top Tier in the Region in the current Legal 500 listings.

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