How Automating Spreadsheets Can Reduce Human Error 5 Apr 2024
How To Mass Correct Errors In Excel
Spreadsheets are used across many industries as the primary tool for data analysis, financial modelling, and organising information for decision-making processes. The intuitive design of spreadsheet software makes it understandable, user-friendly and versatile. However, the user-friendly nature of spreadsheets leaves them open to a considerable risk: human error.
Human error is the cause of the overwhelming majority of data leaks, incorrect financial payouts and faulty data.
The Risks Of Human Error
1. Unavoidability

Humans are not computers. Whatever task we are assigned will include a base error rate, no matter our skill level. Mistakes can occur due to tiredness, stress, cutting corners or simple typos. Even the most accomplished experts in spreadsheet modelling will make mistakes they are unaware of, simply due to human fallibility. Studies suggest that when typing or taking on other straightforward mechanical tasks, humans commit errors at a rate of around 0.5%. However, the error rate rises to 5% for more complex activities.
Over 90% of spreadsheets contain errors, meaning businesses consistently take the risk of making decisions based on faulty information if they fully rely on manual data entry.
2. Overconfidence
Overconfidence is a more prolific issue than many realise. Researchers who gave spreadsheet modelling tasks to leading professionals discovered they presented a high confidence rate despite making many errors. This is not restricted only to spreadsheet modelling. Overconfidence is a well-recognised phenomenon in behavioural psychology that impacts people’s ability to spot and correct mistakes.
3. Self-training in Spreadsheets
Many people teach themselves how to use spreadsheets and learn how to input and edit formulas as and when required. While this self-directed approach can initially seem efficient, it often results in adopting methods that may not align with best practices. Consequently, spreadsheets may lack the cohesion and reliability necessary for accurate data documentation. Building a spreadsheet to best practices is essential to safeguard against future changes causing significant damage due to improper initial structuring.
The Solutions of Automation
In order to foster reliance and longevity in your spreadsheet modelling, best practices must be adhered to. The most efficient method to ensure quality, as well as successfully identifying any errors, is to use excel spreadsheet automation.
1. Scan for errors
Quickly and accurately identify any cells that contain errors or do not comply with best practices. This feature will not only help identify errors that humans may miss but also substantially increase productivity. Checking over large and complex spreadsheets manually requires a considerable investment of time, energy, and focus. Automating this process will allow your team to concentrate on important business decisions and be confident in the accuracy of the data you are working with.
2. Avoid Base Error Rate
Using computer programs to aid spreadsheet modelling and reviewing will eliminate human base error rate. Technology is a fantastic aid for speeding up the process of mundane tasks whilst also improving accuracy. Let the software do the tedious work for you and free your team to excel in their skillsets and impress clients.
3. Not Dependant on Training
The results achieved by automated programs are not dependent on individual levels of training. You can be confident that every time you run the software you will achieve a standardised result.
Unlike manual processes, where the outcome may be influenced by the proficiency of the user, automated programs adhere strictly to predefined algorithms and best practices. This reliability not only increases the credibility of modelling and review processes but also instils trust in decisions made based on the generated outcomes.

Choose An Industry Leading Add-In
The software you choose is important. Selecting a trustworthy, reputable excel add-in will equip you with the best professional tools to achieve the results you want to see.
Operis Analysis Kit (OAK) is an industry leading, award winning software for financial analysts, accountants and businesses handling complex spreadsheets.
Operis are a trusted expert voice in the finance world, their primary objective in releasing what began as their in-house Excel add-in is to empower clients and simplifying spreadsheet modelling without compromising on quality.
In 2020, OAK was honoured to be awarded with a Lifetime Achievement Award at the Financial Modelling Innovation Awards, recognising the quality and positive impact of the modelling software.
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Join leading businesses and companies such as HSBC and PWC by downloading OAK. Try a free 30 day trial today to experience the benefits of OAK’s excel workflow automation for yourself.
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