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The Inefficiencies of Automation: Is It Worth It?

Mar 27, 2020

Automation has become synonymous with “cost savings.” Cut heads, streamline processes, and get information sooner/better/faster; it will save you millions. We’ve all heard it, and it’s not surprising, but is automation worth it? There have been phenomenal advances in technology over the last 20 years. This allows companies to collect and aggregate data into meaningful analyses for operational decisions. Data entry and processing jobs have been replaced by software and retail cashiers have been replaced by self-service check-outs much like artisan weavers were replaced by power looms.

While some fear the short-term unemployment of machines replacing people, technological unemployment is one of the best things to happen in a society. Anytime technology replaces a group of workers they are available to contribute something else to the economy. For example, solving new problems. The point of this essay is not to deter anyone from investing in automation and technology, but to remind executives that you need to evaluate technology investments the same way you would assess any other monetary decision: does the investment cover your hurdle rate? What inefficiencies or risks does automation bring, and how costly are they?

But When Is Automation Not the Right Decision?

There’s a lot of judgment in calculating savings of technology initiatives since companies rarely have exact measurements of the total cost. The time your employees spend on tasks is a necessary input to calculate internal rates of return, which are difficult to measure accurately. Take a simple example: suppose there are 3 people in your accounts payable department who cost $10,000 per month and spend a third of their time reconciling monthly invoices to bank statements. You learn of new software that can perform the exact same function which costs $1,000 a month. Great! You can reduce your staff by one, lowering the payroll burden to $6,667, adding this software for $1,000, and saving $2,333 a month. After you integrate the software, you learn it still requires some manual inputs and full detail reviews, which prompts complaints from your AP department that it now takes up 40% of their time.

You now spend $11,000 a month on AP and have unhappy, overworked employees. What went wrong? The first common mistake in automation decisions is identifying the specific task you are automating. The AP department said they spend a third of their time on bank reconciliations; ok, but doing what? Is it literally tying out the invoices to the bank statements? Or is most of their time spent researching discrepancies and following up with outside vendors? The latter is probably right, and in that case, automated software cannot replace anyone.

No Matter What, Humans Will Always Play a Part in Automation

The second common mistake is not appreciating the limitations of technology. The software does not know anything you did not explicitly tell it. New vendors need to be input, payments need to be accurate to the penny, and your new AP software does not know that ABC Incorporated LLC is the same vendor as ABC Inc. LLC. The software gets you 99% of the way there, but that 1% takes 99% of the time. Close only counts in horseshoes and hand grenades.

Aside from cash out the door, costly inefficiencies transpire when the human thought process is not part of the workflow. We are living in the age of unhealthy reliance on technology: people trust their weather app more than sticking their hand out the window (“It can’t be raining! My app doesn’t say that”); Uber drivers trust their navigation only, never their customers (“No ma’am, you ARE home”). People have come to trust operations software in the same way. Monthly reporting and daily operations management has been outsourced to machines with unquestioning trust. Machines don’t make mistakes, people make mistakes. Well, everything machines know is from what people are telling them. “Artificial Intelligence” is still just a bunch of rules, created and refined by humans.

Technology has glitches, crashes, the equivalent of a human ‘fat finger.’ If you set up a system correctly and have the right checks in place, it will usually give you accurate outputs, but employees still need to take the time to ask, ‘does this make sense?’ When employees blindly rely on system reporting, it doesn’t just hinder operational analytics but also detaches your workforce from accountability. Your employee didn’t make a mistake, the report did. This lack of ownership and responsibility results in costly delays and financial blackholes.

So Is Automation Worth It?

Despite all the points raised in this article, technological automation is worth it and is usually a cost savings. However, let’s not go overboard. Just because it says ‘automated’ and ‘one touch’ does not mean it is more efficient for your organization and better for your bottom line.    

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Chrissy O'Hara
Head of Finance at SoftLedger
A CPA with extensive experience in financial analysis, forecasting, and strategy, Chrissy has a unique blend of accounting and finance knowledge. Chrissy has served as senior advisor on many large, complex financial transactions. She began her career at Ernst & Young, followed by in-house management roles at Fannie Mae, Citadel, and Wedgewood. Chrissy holds both a B.S. and Masters in Accounting from George Washington University and an MBA from Northwestern University.

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