Strategic Advice

Track and optimize better with manufacturing automation

See how your business can turn automated data into action.

In manufacturing, growth can have a side effect of creating complexity. Multiple facilities, increased production, and a larger staff are all products of success, but they result in more moving parts and more to manage. Some of these challenges can be eased by introducing more automation into your processes, which also produces a secondary benefit.

“Efficiency is an important benefit of automation, but don’t overlook the value of the information the technology can provide,” says Michael Senuta, head of wholesale payments product innovation and partnerships at Truist. “Automation can give you a consistent window into what’s happening across your operation, at the moment it happens.”

Automated processes can give you better visibility into useful metrics such as throughput, cycle time, yield, and equipment downtime compared with manual checks. Knowing these data points in real time can confirm if production is flowing as expected and help you find ways to optimize your processes further to allow you to continue to thrive.

Putting data to use

Moving to automated solutions helps track many of the most important data points for manufacturers more consistently and with better accuracy than by hand. Even multiple manual checks of throughput per day won’t reveal bottlenecks as clearly as constant monitoring. The consistency and volume of automated data also allow more complex analyses, such as the impact on yield of various equipment maintenance downtime schedules.

It’s important to set your systems up to capture individual data points to benefit you based on your specific sector and business lifecycle stage. For example, in the food and beverage business, automated inventory management can allow staff to monitor expiration dates and improve batch traceability, a vital compliance function. The ability to track the movement of perishables that have strict temperature and storage rules can help avoid quality issues or costly product recalls.

Collecting a specific data set consistently over time can become useful as your company matures. As a growing beverage maker, you might invest in automated fill-level monitoring equipment on your bottling line primarily to improve quality control and efficiency—making sure bottles are neither underfilled, which would anger customers, nor overfilled, eroding margins.

As your company enters the established lifecycle stage, the data collected from your automated process can become more strategic. Knowing which lines have historically drifted from their target fills can justify upgrades or improve maintenance scheduling, and comparing fill accuracy and resulting waste data might help in SKU optimization and raw material purchases.

The Truist Business Lifecycle Advisory framework is designed to help you identify the opportunities and challenges presented by your company’s evolution, including in the area of automation data. Your relationship manager can connect you with solutions tailored to your company’s growth stage and resources. 

Checklist: Is your operation ready to turn automated data into action?

Before you invest in new manufacturing automation, check these essentials.

  • Priorities: Has our team agreed on and clearly defined our top key performance indicators?
  • Data quality: Are our current data sources consistent and trustworthy? If not, why not?
  • Accountability: Do we have a clear plan for responding to real-time alerts?
  • Decision path: Do we have the internal capacity or partnerships we need to turn insights into action plans?

Knowing where data has its limits

Like anything, data needs intentionality to be useful. Too much data can overload unprepared or underresourced managers or analysts, and undetected sensor malfunctions could skew results, which, if acted on, could lead to negative consequences. That means the shift toward more automated information collection has to be done carefully, and with specific goals in mind, Senuta says.

“When you quantify each step of your process, you’ll be able to really understand where performance is gained and lost,” he says. “But not every number has the same potential impact.”

Your Truist relationship manager will take the time to learn all your goals to help you prioritize potential investments, including automation, in a way that is affordable and will benefit your bottom line.

Automation step-by-step

Say you manage a packaged food manufacturer that has installed the basic automation necessary to grow to become an established business, but hasn’t yet invested in more comprehensive systems due to cost constraints.

By working with your Truist relationship manager to set priorities, the first step might be to focus on systems that will give better insight into the existing operation and can yield immediate returns without an expensive overhaul quite yet.

Temperature and humidity sensors—along with other low-cost monitoring tools common across manufacturing—are relatively inexpensive and easy to integrate into existing systems, helping to limit quality deviations and regulatory exposure. Similarly, overall equipment effectiveness (OEE) sensors calculate how fully production machinery is being used in terms of availability and performance. The ability of these sensors to identify the specific reasons for any equipment downtime can be invaluable to managers who might otherwise lack understanding of the root causes of lost production.

A similar step-by-step approach applies in other industries too. In any operation where overall efficiency depends on both equipment performance and manual labor, early automation projects can reveal where labor is being lost to repetitive tasks. The data and the tools used to collect it may be different in other contexts, but the insights allow managers to understand how to automate selectively while deploying people where they add the most value.

When you quantify each step of your process, you’ll be able to really understand where performance is gained and lost,
— Michael Senuta, Head of Wholesale Payments Product Innovation and Partnerships

At your food packaging facility, reviewing early OEE and downtime data might find frequent but brief stoppages caused either by packing stations falling behind or high error rates in hand packing. Seeing those patterns, you may take the opportunity to further automate your packing stations while deploying labor resources to skilled or nonautomated tasks, such as performing preventive maintenance.

With better operational visibility and initial process improvements in hand, you can position your company to make smart investments that support your long-range strategic goals. These might involve fully automated warehousing systems and end-to-end supply chain visibility.

“Automation can be a major capital investment, but it doesn’t have to happen all at once,” Senuta says. “And by using what you learn from your early efforts to inform your next steps, you can really maximize the return.”

This phased approach mirrors how many companies modernize their financial systems as well, Senuta notes. The Truist Purple Paper®Developing a Treasury Ecosystem to Propel Your Business” is a deep dive into how advanced treasury tools aid decision-making through real-time data visibility similar to what automation can provide.

Good advice is key

There can be costs and challenges associated with automating tasks, including integration issues with legacy systems, training requirements, and safety compliance, especially in highly regulated industries such as food and beverage or healthcare. Your Truist relationship manager can illustrate how to align your investments with your strategic goals, all while considering your available resources.

“Automation can be a rich source of data,” Senuta adds. “But you also need the right partner to help you turn that data into confident decisions.”

Ready to benefit from automation data?

Talk to your Truist relationship manager about designing and funding an automation upgrade.

Wholesale Payments Truist Purple Paper® Developing a treasury ecosystem to propel your business

Learn how a new era of payments technology can transform the way you succeed.

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