How technology helps quickly find fraud, waste, and errors

As organizations look to long-term recovery from COVID-19, adequate working capital is critical. So how can you find fraud, waste, and errors—especially when vendors, contractors, and employees are under increased economic pressure?

While the road to recovery from the pandemic might be long, the need for cost savings is immediate. And whether you’re in the private or public sector, there's no doubt your organization is losing some amount of revenue to fraud, waste, and errors.

The Association of Certified Fraud Examiners (ACFE) estimates that organizations around the world lose 5% of revenue to fraud. In 2019 alone, the US government made more than $175 billion of improper payments (e.g., sending an incorrect amount or giving money to the wrong person).

So how much might your organization be losing? We want you to be able to answer that question—and, of course, to prevent losses like these in the first place. That’s why we used our 30+ years of experience working with the Big 4 accounting firms and 6,000 audit and finance departments worldwide to develop our Cost Control Quick Start bundle.

Powered by the machine learning capabilities of ACL Robotics, Cost Control Quick Start combines 18 quick-ROI analytics to help organizations find fraud, waste, and errors—and stop financial leakage fast. But before we get into the benefits, let’s look at two myths that keep organizations in the dark.

1. Our ERP system is enough

ERP controls work great when your processes and data are perfect. (Hint: They’re never perfect.) When your AP team gets handed an invoice that’s due in two days because it’s been sitting on a manager’s desk for a month, or when some data integration has duplicated vendor records, you know that errors and mistakes occur very frequently.

2. Our cost-recovery service handles it

Third-party cost-recovery services are incentivized to find fraud, waste, and errors; but not to help you fix anything. Their business model depends on finding your errors and fraud and keeping a portion of the proceeds—not on driving your process improvements. And, when you hand over your data to a cost-recovery vendor, do you know how secure they actually are?

Now that we’ve covered a couple of myths, let’s move on to some facts: we’ve helped hundreds of organizations recover revenue lost to internal and external parties.

As you work through the results generated by ACL Robotics, updates to your dashboard track the ROI and savings.

"As organizations move beyond COVID-19 crisis management and into recovery mode, cost reduction efforts are going to be front and center."

Real-world examples of money found fast

Before we get into the product benefits, here are five non-identifying customers who have quickly detected revenue leakage, fraud, and errors with Galvanize software:

  1. A global farm equipment manufacturer found $3.6 million in fraud instantly. Over many years, a maintenance manager received vendor kickbacks for creating fake invoices. These invoices were found based on an anomalous flag by Benford’s law: there was an unusual spike of invoices in the data starting with the digits “47.”
  2. A university used our solution to help uncover an IT asset hardware misappropriation scheme worth over $350,000. As the program expanded, over $100,000 worth of duplicate invoices and $200,000 of savings in grants compliance oversight was found.
  3. An $18-billion materials manufacturer looked at suspicious AP payments and invoices. By comparing hundreds of high-risk keywords against their data, they found an employee was submitting invoices for their child’s Harvard tuition. Another employee had been granting contracts to a business they owned.
  4. By using the outlier detection capabilities in ACL Robotics, a healthcare customer found it was being charged three times the average rate for medical supplies. Nobody had noticed the discrepancy, because the vendor changed the number of units that shipped per box; something the ERP system didn’t flag.
  5. A business services company, whose chief audit executive (CAE) was constantly traveling “on business” to cities where there were no offices, found money fast—on investigation, they discovered this football-loving CAE was going to sporting events.

If you want to hear more details about real-world examples of the Cost Control Quick Start bundle in action, listen to Episode 3 of our Office Hours podcast.

The Cost Control analytics program makes it possible to quickly and easily identify errors like duplicate payments and erroneous invoices.

The benefits of our Cost Control Quick Start bundle

We’ve already established that you’ll see a quick ROI by finding money fast. Below are five more advantages.

1. Expert support

Our team will help you share your data to our secure cloud environment, and then apply it against our suite of 18 analytics. You can start immediately investigating red flags and find money?—no significant IT support or data scientists needed.

2. More recovering, less wondering

You’ll be able to easily monitor 100% of your transactions, so you can stop erroneous and improper payments from going out the door, and recover money faster.

3. Data, data, and more data

From residential and business addresses, to US government spending and Census data, you’ll have access to plenty of existing ACL Robotics scripts.

4. A versatile toolkit

Think of your bundle as a launching-point for a complete spend and controls monitoring program. You can apply these tools to analyzing revenue leakage, tax compliance, benefits reconciliations, or inappropriate purchase card expenses, for example.

5. Easy-to-understand results

Your team receives transparent reports directly so you can instantly demonstrate ROI to stakeholders and the board. It's easy to tweak, tailor, and take ownership of your analytics program.

As organizations move beyond COVID-19 crisis management and into recovery mode, cost reduction efforts are going to be front and center. Instead of having to potentially lay off staff or freeze hiring, slash marketing budgets, or cut employee programs, wouldn’t it be nice to find money that’s rightfully yours?

Product sheet:


Powered by ACL Robotics

You'll discover:

  • Everything that's included in the bundle
  • Details on the benefits and quick-win analytics
  • Available add-ons and other considerations

View the product sheet

Related Insights

The Rising Tide of ESG – Navigating the Road Ahead


The Board's Role in Leading and Enabling GRC


Board and Executive Collaboration: Components of a Secure Platform for the Evolving Workplace

White Paper