Robotics can help speed up the returns process—but only if you’ve laid the groundwork with a detailed, technology-enabled protocol for getting those surging volumes under control.
Victoria Kickham started her career as a newspaper reporter in the Boston area before moving into B2B journalism. She has covered manufacturing, distribution and supply chain issues for a variety of publications in the industrial and electronics sectors, and now writes about everything from forklift batteries to omnichannel business trends for DC Velocity.
Managing post-holiday returns can be a headache for even the best-run distribution centers, and it’s getting more intense as the volume of returns soars in today’s era of e-commerce. Consumers returned about $760 billion worth of merchandise in 2021, according to data from the National Retail Federation (NRF)—a figure some industry watchers expect to top $1 trillion this year. The staggering volume is shining a light on reverse logistics, and more companies are looking for ways to better manage the process, including applying robotics and automation.
“Returns are a massive problem for the whole industry—because the volume is so high,” explains Gaurav Saran, founder and CEO of ReverseLogix, a developer of returns management software (RMS) for business-to-business (B2B) and business-to-consumer (B2C) clients. “And all indications are that we will continue the trend, with returns being exceptionally high every year.”
Retailers deal with an average 17% returns rate—also according to NRF data from 2021—but Saran and others say that figure can reach as high as 30% during peak holiday season. At those levels, reverse logistics is ripe for automation, but companies have been slow to apply it for a variety of reasons.
First and foremost, returns are a far more complex process than forward logistics, in which inventory is received in mint condition—often neatly stacked on pallets or in boxes—and can be scanned and entered into inventory without too much hassle. From there, companies can apply robotics in a variety of ways to help speed putaway, fulfillment, and shipping. Returns are another story, requiring additional layers of processing to check a product’s condition before determining whether it can be sent back to inventory or should be dispatched to one of many other possible destinations—layers that add time and labor to the process, making automating returns more challenging.
But there is progress. Companies with detailed, tech-enabled processes for handling returns are finding success applying robotics to the problem, and Saran and others say 2023 may be the year the application finally takes off.
“I think it’s becoming really relevant,” Saran explains, emphasizing the importance of an intelligent returns management process that can integrate with robotic solutions. “If robotics is helping on forward fulfillment, and you know [that as much as] 30% is coming back, then robotics can add value.”
SETTING THE STAGE WITH BACK-END TECHNOLOGY
There are two main stages of the returns journey: initiation of the return on the front end, with the customer; and then processing the return when it arrives at the DC. For the most part, robotics come into play at the DC. Items often arrive piled up in gaylords—large cardboard containers the size of a pallet—from which they must be removed, inspected, and sorted.
“When items come back to the physical warehouse, you want to be prepared, from a technology perspective, to process those returns as quickly as you can,” Saran says, explaining that a centralized software system that provides visibility from the start of the return through receipt of the item can help speed things along. Digital details about what type of item is being returned and why are vital, as is guidance on what to do at each step along the way.
Most commonly, DC workers will manually remove and scan each returned item to determine its next stop on the journey. The level of detail provided in that scan can streamline the process and allow robotics to kick in and help. Does a returned sweater simply require repackaging so it can be put back into stock as first quality, or is it slightly worn, requiring a different strategy? Robotics can only take over after the electronic scan tells the system where to send the item.
“The retailer or brand has to look at how they make the front-end experience good, but when it arrives, they have to be able to process it in the most efficient and transparent way and then ‘apply’ the right disposition,” Saran says. “Robotics can help with the movement, but if you don’t have the right system in place to improve the overall process, it won’t matter.”
Sean O’Farrell, vice president of operations for Tompkins Robotics, agrees. Companies can program their IT systems to sort returns to a variety of locations from the DC—a repair area; back to inventory; to a wholesaler, charity, or waste bin; or back to the vendor, for example—and that information can then be integrated with a robotics system. Tompkins Robotics is applying its tSort robots to returns with a handful of customers who have those technological capabilities, which account for about 10% of the company’s business. O’Farrell says he expects that business to grow considerably over the next few years, primarily because of the accelerating volume of returns and because companies are increasingly outsourcing returns to third-party logistics service providers (3PLs)—often large players with sophisticated DCs that are looking for high-tech solutions for handling returns.
“Because of the accelerating growth on the retail side of the business, companies are pushing returns out to 3PLs, who have been quite successful in securing that business,” O’Farrell explains. “Returns are labor intensive, and that means a push toward automation.”
GETTING IT DONE WITH AMRs, AGVs, AND MORE
The most common types of robotics used for returns are autonomous mobile robots (AMRs), robotic arms for pick and place, robotic pick walls, and automated guided vehicles (AGVs), which can be used to move full pallets and gaylords around the DC, according to O’Farrell. Tompkins Robotics’ tSort robots fall into the AMR category. The small robots act like a tilt-tray or crossbelt sorter without a fixed track, moving independently to any divert or induction station along the shortest path. The robots come in different sizes to accommodate a range of items—from jewelry and pharmaceuticals to cartons and heavy goods—and the robot fleets can be scaled up or down to meet seasonal demands. That scalability and flexibility have made AMRs an attractive option for many companies looking to automate their DCs, especially organizations that are looking to dip their toe into robotics without a large-scale investment.
“AMRs have really revolutionized warehousing with many companies over the last few years,” O’Farrell explains. “Companies understand the tangible benefits that AMRs bring to their operations, and they like not having automation fixed [or] fastened to the floor. AMR [systems] can easily be expanded, especially during peak holiday times. One of my favorite aspects of AMRs is [that they allow] smaller companies to get into automation to compete and grow their [business].”
Those factors are also what makes AMRs easily adaptable for returns. One of Tompkins Robotics’ 3PL customers is using tSort robots to handle cellphone returns for a manufacturing client, addressing a labor challenge that was slowing down the largely manual process the 3PL had been using. Workers at the DC were sorting the returns by hand and then walking them to their ultimate destination. Today, workers still remove the returned phones from a gaylord by hand, but they scan them into a returns management system and then place them on an AMR, which automatically delivers the items to the next stop on their journey. The robotic system knows to deliver the phone to a repair center, back to inventory, or to the vendor, among other possibilities, thanks to the information in the customer’s IT system.
Another Tompkins customer is applying the technology to sort and move returned apparel it buys in bulk from other retailers and then sells through its own inventory network. The customer needed a faster way to move items arriving in gaylords off the loading dock and into inventory for immediate sale. AGVs move the gaylords to an induction station, where workers remove and scan the items and, as with the cellphone example, place them on an AMR, which delivers them to the next destination.
In both examples, the customer has reduced the number of “touches” required for a return while also reducing the time required to process the material from receipt to disposition.
Such projects are likely to increase. ReverseLogix is working on partnerships with some of the industry’s major robotics companies to integrate its returns management software with existing robotics on the warehouse and DC floor, for example. Saran says the work stems from the company’s relationships with some of the industry’s largest 3PLs, who are using ReverseLogix to improve visibility into returns but need to take the next step to apply that insight to moving returns within the DC. Making that connection will be vital to handling accelerating returns volumes in the years ahead.
“More companies are realizing that returns need to be processed intelligently,” Saran says. “Then robotics can manage it the rest of the way.”
Consumer demands drive change in reverse logistics
A recent survey by last-mile logistics technology developer FarEye underscores the exponential growth in returns volumes worldwide and the resulting pressure on retailers and logistics service companies to find solutions that will ease the handling process.
The survey polled 1,000 U.S. and U.K. consumers about their expectations for the returns process this past holiday season and found that high return rates are here to stay, driven by recent changes in consumer buying behavior that have become permanent. FarEye found that roughly 61% of U.S. consumers and 51% of U.K. consumers made returns during the 2021 holiday season, and that 42% of U.S. consumers and 53% of U.K. consumers expected to make returns in the 2022 post-holiday season. Bracketing—the practice of buying multiple items online with the intention of returning some—is a driving factor, according to the report, which found that nearly 30% of U.S. consumers and almost half of U.K. consumers planned to do so during the recent peak season.
Flexibility and convenience also reign supreme in the returns process. FarEye found that 84% of U.S. consumers and 82% of U.K. consumers expect to be able to make a return anywhere from 30 to 90 days from the date of purchase, for example. In addition, both U.S. and U.K. consumers say they would like to be able to return items in store as well as at a post office or dropoff point.
“Consumer expectations will no doubt remain high throughout the holiday shopping season—one of the most profitable and critical revenue time periods for retailers,” said FarEye co-founder and CEO Kushal Nahata in a November press release. “As retailers continue to simplify the last-mile delivery experience, they cannot forget about the returns experience. This … should be just as simple as the delivery experience.”
Grocery shoppers at select IGA, Price Less, and Food Giant stores will soon be able to use an upgraded in-store digital commerce experience, since store chain operator Houchens Food Group said it would deploy technology from eGrowcery, provider of a retail food industry white-label digital commerce platform.
Kentucky-based Houchens Food Group, which owns and operates more than 400 grocery, convenience, hardware/DIY, and foodservice locations in 15 states, said the move would empower retailers to rethink how and when to engage their shoppers best.
“At HFG we are focused on technology vendors that allow for highly targeted and personalized customer experiences, data-driven decision making, and e-commerce capabilities that do not interrupt day to day customer service at store level. We are thrilled to partner with eGrowcery to assist us in targeting the right audience with the right message at the right time,” Craig Knies, Chief Marketing Officer of Houchens Food Group, said in a release.
Michigan-based eGrowcery, which operates both in the United States and abroad, says it gives retail groups like Houchens Food Group the ability to provide a white-label e-commerce platform to the retailers it supplies, and integrate the program into the company’s overall technology offering. “Houchens Food Group is a great example of an organization that is working hard to simultaneously enhance its technology offering, engage shoppers through more channels and alleviate some of the administrative burden for its staff,” Patrick Hughes, CEO of eGrowcery, said.
The 40-acre solar facility in Gentry, Arkansas, includes nearly 18,000 solar panels and 10,000-plus bi-facial solar modules to capture sunlight, which is then converted to electricity and transmitted to a nearby electric grid for Carroll County Electric. The facility will produce approximately 9.3M kWh annually and utilize net metering, which helps transfer surplus power onto the power grid.
Construction of the facility began in 2024. The project was managed by NextEra Energy and completed by Verogy. Both Trio (formerly Edison Energy) and Carroll Electric Cooperative Corporation provided ongoing consultation throughout planning and development.
“By commissioning this solar facility, J.B. Hunt is demonstrating our commitment to enhancing the communities we serve and to investing in economically viable practices aimed at creating a more sustainable supply chain,” Greer Woodruff, executive vice president of safety, sustainability and maintenance at J.B. Hunt, said in a release. “The annual amount of clean energy generated by the J.B. Hunt Solar Facility will be equivalent to that used by nearly 1,200 homes. And, by drawing power from the sun and not a carbon-based source, the carbon dioxide kept from entering the atmosphere will be equivalent to eliminating 1,400 passenger vehicles from the road each year.”
As a contract provider of warehousing, logistics, and supply chain solutions, Geodis often has to provide customized services for clients.
That was the case recently when one of its customers asked Geodis to up its inventory monitoring game—specifically, to begin conducting quarterly cycle counts of the goods it stored at a Geodis site. Trouble was, performing more frequent counts would be something of a burden for the facility, which still conducted inventory counts manually—a process that was tedious and, depending on what else the team needed to accomplish, sometimes required overtime.
So Levallois, France-based Geodis launched a search for a technology solution that would both meet the customer’s demand and make its inventory monitoring more efficient overall, hoping to save time, labor, and money in the process.
SCAN AND DELIVER
Geodis found a solution with Gather AI, a Pittsburgh-based firm that automates inventory monitoring by deploying small drones to fly through a warehouse autonomously scanning pallets and cases. The system’s machine learning (ML) algorithm analyzes the resulting inventory pictures to identify barcodes, lot codes, text, and expiration dates; count boxes; and estimate occupancy, gathering information that warehouse operators need and comparing it with what’s in the warehouse management system (WMS).
Among other benefits, this means employees no longer have to spend long hours doing manual inventory counts with order-picker forklifts. On top of that, the warehouse manager is able to view inventory data in real time from a web dashboard and identify and address inventory exceptions.
But perhaps the biggest benefit of all is the speed at which it all happens. Gather AI’s drones perform those scans up to 15 times faster than traditional methods, the company says. To that point, it notes that before the drones were deployed at the Geodis site, four manual counters could complete approximately 800 counts in a day. By contrast, the drones are able to scan 1,200 locations per day.
FLEXIBLE FLYERS
Although Geodis had a number of options when it came to tech vendors, there were a couple of factors that tipped the odds in Gather AI’s favor, the partners said. One was its close cultural fit with Geodis. “Probably most important during that vetting process was understanding the cultural fit between Geodis and that vendor. We truly wanted to form a relationship with the company we selected,” Geodis Senior Director of Innovation Andy Johnston said in a release.
Speaking to this cultural fit, Johnston added, “Gather AI understood our business, our challenges, and the course of business throughout our day. They trained our personnel to get them comfortable with the technology and provided them with a tool that would truly make their job easier. This is pretty advanced technology, but the Gather AI user interface allowed our staff to see inventory variances intuitively, and they picked it up quickly. This shows me that Gather AI understood what we needed.”
Another factor in Gather AI’s favor was the prospect of a quick and easy deployment: Because the drones can conduct their missions without GPS or Wi-Fi, the supplier would be able to get its solution up and running quickly. In the words of Geodis Industrial Engineer Trent McDermott, “The Gather AI implementation process was efficient. There were no IT infrastructure or layout changes needed, and Gather AI was flexible with the installation to not disrupt peak hours for the operations team.”
QUICK RESULTS
Once the drones were in the air, Geodis saw immediate improvements in cycle counting speed, according to Gather AI. But that wasn’t the only benefit: Geodis was also able to more easily find misplaced pallets.
“Previously, we would research the inventory’s systemic license plate number (LPN),” McDermott explained. “We could narrow it down to a portion or a section of the warehouse where we thought that LPN was, but there was still a lot of ambiguity. So we would send an operator out on a mission to go hunt and find that LPN,” a process that could take a day or two to complete. But the days of scouring the facility for lost pallets are over. With Gather AI, the team can simply search in the dashboard to find the last location where the pallet was scanned.
And about that customer who wanted more frequent inventory counts? Geodis reports that it completed its first quarterly count for the client in half the time it had previously taken, with no overtime needed. “It’s a huge win for us to trim that time down,” McDermott said. “Just two weeks into the new quarter, we were able to have 40% of the warehouse completed.”
Trade and transportation groups are congratulating Sean Duffy today for winning confirmation in a U.S. Senate vote to become the country’s next Secretary of Transportation.
Once he’s sworn in, Duffy will become the nation’s 20th person to hold that post, succeeding the recently departed Pete Buttigieg.
Transportation groups quickly called on Duffy to work on continuing the burst of long-overdue infrastructure spending that was a hallmark of the Biden Administration’s passing of the bipartisan infrastructure law, known formally as the Infrastructure Investment and Jobs Act (IIJA).
But according to industry associations such as the Coalition for America’s Gateways and Trade Corridors (CAGTC), federal spending is critical for funding large freight projects that sustain U.S. supply chains. “[Duffy] will direct the Department at an important time, implementing the remaining two years of the Infrastructure Investment and Jobs Act, and charting a course for the next surface transportation reauthorization,” CAGTC Executive Director Elaine Nessle said in a release. “During his confirmation hearing, Secretary Duffy shared the new Administration’s goal to invest in large, durable projects that connect the nation and commerce. CAGTC shares this goal and is eager to work with Secretary Duffy to ensure that nationally and regionally significant freight projects are advanced swiftly and funded robustly.”
A similar message came from the International Foodservice Distributors Association (IFDA). “A safe, efficient, and reliable transportation network is essential to our industry, enabling 33 million cases of food and related products to reach professional kitchens every day. We look forward to working with Secretary Duffy to strengthen America’s transportation infrastructure and workforce to support the safe and seamless movement of ingredients that make meals away from home possible,” IFDA President and CEO Mark S. Allen said in a release.
And the truck drivers’ group the Owner-Operator Independent Drivers Association (OOIDA) likewise called for continued investment in projects like creating new parking spaces for Class 8 trucks. “OOIDA and the 150,000 small business truckers we represent congratulate Secretary Sean Duffy on his confirmation to lead the U.S. Department of Transportation,” OOIDA President Todd Spencer said in a release. “We look forward to continue working with him in advancing the priorities of small business truckers across America, including expanding truck parking, fighting freight fraud, and rolling back burdensome, unnecessary regulations.”
With the new Trump Administration continuing to threaten steep tariffs on Mexico, Canada, and China as early as February 1, supply chain organizations preparing for that economic shock must be prepared to make strategic responses that go beyond either absorbing new costs or passing them on to customers, according to Gartner Inc.
But even as they face what would be the most significant tariff changes proposed in the past 50 years, some enterprises could use the potential market volatility to drive a competitive advantage against their rivals, the analyst group said.
Gartner experts said the risks of acting too early to proposed tariffs—and anticipated countermeasures by trading partners—are as acute as acting too late. Chief supply chain officers (CSCOs) should be projecting ahead to potential countermeasures, escalations and de-escalations as part of their current scenario planning activities.
“CSCOs who anticipate that current tariff volatility will persist for years, rather than months, should also recognize that their business operations will not emerge successful by remaining static or purely on the defensive,” Brian Whitlock, Senior Research Director in Gartner’s supply chain practice, said in a release.
“The long-term winners will reinvent or reinvigorate their business strategies, developing new capabilities that drive competitive advantage. In almost all cases, this will require material business investment and should be a focal point of current scenario planning,” Whitlock said.
Gartner listed five possible pathways for CSCOs and other leaders to consider when faced with new tariff policy changes:
Retire certain products: Tariff volatility will stress some specific products, or even organizations, to a breaking point, so some enterprises may have to accept that worsening geopolitical conditions should force the retirement of that product.
Renovate products to adjust: New tariffs could prompt renovations (adjustments) to products that were overdue, as businesses will need to take a hard look at the viability of raising or absorbing costs in a still price-sensitive environment.
Rebalance: Additional volatility should be factored into future demand planning, as early winners and losers from initial tariff policies must both be prepared for potential countermeasures, policy escalations and de-escalations, and competitor responses.
Reinvent: As tariff volatility persists, some companies should consider investing in new projects in markets that are not impacted or that align with new geopolitical incentives. Others may pivot and repurpose existing facilities to serve local markets.
Reinvigorate: Early winners of announced tariffs should seek opportunities to extend competitive advantages. For example, they could look to expand existing US-based or domestic manufacturing capacity or reposition themselves within the market by lowering their prices to take market share and drive business growth.