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Why simple farm records beat complex systems

by Lisakanya Venna
22nd October 2026
Stefan Corbett is a data analytics specialist at Agritistics. Photo: Gareth Davies/Food For Mzansi

Stefan Corbett is a data analytics specialist at Agritistics. Photo: Gareth Davies/Food For Mzansi

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Unlocking farm profitability doesn’t require high-cost digital platforms or complex systems. Stefan Corbett, data analytics specialist at Agritistics, explains how simple, consistent record-keeping turns daily farm data into actionable insights to boost profitability without expensive tech. 


For many producers, farm data and digital agriculture can feel like a daunting, high-cost mountain to climb. 

However, Corbett explains that leveraging farm data does not require expensive technology or an overwhelming record-keeping system; it simply requires consistent, reliable tracking of basic farm activities.

According to Corbett, most farmers are already collecting far more data than they realise through daily operation logs, weather trends, bank notifications, and routine messaging.

Differentiating raw data from actionable intelligence

Corbett emphasises that raw data, such as bank transactions, purchasing invoices, or daily rainfall, only becomes useful management information when it is linked directly to production outcomes.

“Information is something that I can act on. Data is a mere recording of what happened,” Corbett explains. 

“When I start to link different data points across the lifetime of an animal to see this is where the animal was, this is what I changed, and in a month’s time, this is the response that I got, that becomes information on whether my management decision or my inputs made a positive difference.”


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Rather than attempting to record every single parameter, producers should focus on simple, high-value metrics that deliver clear operational insights.

Avoiding the ‘garbage in, garbage out’ trap

A critical mistake in record-keeping is collecting inconsistent data. When measurements are taken under varying conditions, such as weighing livestock before feeding one week and after feeding the next, the data becomes skewed and unreliable.

To prevent unreliable data, Corbett recommends establishing clear standard operating procedures (SOPs) for data collection across the farm.

“All data works on the basic principle of ‘garbage in, garbage out’,” Corbett cautions. “If I’m not recording my data correctly, or there are multiple people recording the same parameter but in different ways, my data becomes unreliable.”

Starting small with proven tools

For small and medium-scale operations, transitioning to complex digital platforms immediately is often unnecessary. Simple tools like notebooks, WhatsApp messages, or basic Excel spreadsheets offer an accessible, permanent record that establishes credibility and long-term trend analysis.

“We have a saying: a blunt pencil is still better than a sharp mind,” Corbett notes. “Anything that is recorded is worth a lot more than what we try to remember.” 

Producers looking to start structured record-keeping should begin with a single, easily trackable metric, such as individual animal weights linked to specific dates or daily rainfall, and build out their data systems progressively over time.

READ NEXT: Farmers urge urgent support for resilient local supply chains

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Lisakanya Venna

Lisakanya Venna is a junior journalist and content coordinator with varied multimedia experience. As a CPUT journalism alumni, she finds fulfilment in sharing impactful stories and serving as a reliable source of information.

Tags: AgritisticsFarm managementfinancial managementrecordkeeping
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