An online portal allowed Ingersoll Rand's Trane division to achieve better communication with its suppliers. The resulting inventory visibility helps to keep its continuous-flow manufacturing lines humming.
The expression "in the nick of time" has a special meaning for manufacturers engaged in continuous-flow manufacturing. Their factories have so little inventory on hand that failure to deliver the right part on time means production simply shuts down.
Continuous-flow manufacturing requires delivery of replenishment parts to the factory just ahead of the rolling assembling line. Tight coordination between the manufacturer and its suppliers is critical, and there's no room for miscommunication. That's why Ingersoll Rand, parent of the air conditioning and heating brands Trane and American Standard Heating and Air Conditioning, set up an online, collaborative supply chain portal in 2008. The Trane business unit uses the portal as a common communication platform with its suppliers and to obtain the end-to-end supply chain visibility that's essential for just-in-time replenishment.
Since establishing the portal, Ingersoll Rand's Trane business has seen improvements in inventory turns and a reduction in inventory levels. Just as important, the manufacturer has achieved tighter coordination with its suppliers. "In our eyes, we now have an integrated supply chain, thanks to the portal," says Michael Smith, multi-site material and supply chain leader for Ingersoll Rand's operations at its Tyler, Texas and Fort Smith, Ark., manufacturing plants.
Consume, then replenish
Headquartered in Dublin, Ireland, Ingersoll Rand is a US $14 billion global company that manufactures products for the industrial, commercial, and residential markets. Four years ago, Ingersoll Rand began using the online portal for two factories that make products for its Trane brand. One of those plants, situated in Tyler, Texas, manufactures residential air-conditioner and heat-pump condensers. The 1.34 million-square-foot facility runs five assembly lines that churn out 1.2 million products in 307 different models.
In nearby Fort Smith, Ark., Ingersoll Rand operates another plant that manufactures 200 different models of residential and commercial packaged heating and air conditioning systems. The 426,000 square-foot facility produces 100,000 units each year.
The two plants rely on 110 suppliers that furnish such items as compressors, electrical components, packaging, plastics, refrigeration units, and raw components. More than half of those suppliers are located in the United States, while another third are located across the border in Mexico, and a small number are in China.
Ingersoll Rand's Trane unit uses a continuous-flow system in the two factories. Because the manufacturer strives to keep only about two hours' worth of production inventory on hand in its factories, it sends a kanban, or demand signal, for parts replenishment frequently throughout the day. "With kanban, if we consume something, we signal for replenishment," Smith explains.
Many of the suppliers are located close to Ingersoll Rand's Trane plants, and they send parts and components directly to the factories. But almost one-third of the suppliers flow their parts and materials through a consignment warehouse in Tyler, Texas, which is run by a third-party logistics (3PL) company.
The consignment warehouse receives full trailer loads, which it breaks down into smaller lots, such as pallets or individual boxes. Every 10 minutes, the manufacturer electronically transmits replenishment requests. The electronic signal, initiated from a consumption-based replenishment system, requests parts and components from the warehouse. The 3PL obliges by trucking the requested items to the Tyler and Fort Smith plants. Ingersoll Rand and its suppliers split the cost of running that facility, with the manufacturer picking up the cost for the shipment breakdowns and the suppliers bearing the warehouse space-utilization charges.
Common communication system
Back in 2008, Ingersoll Rand's management decided that the company needed a better method of communicating with its suppliers. The first reason was that there were multiple systems for exchanging information with suppliers. "We had spread sheets, e-mail messages, and EDI [electronic data interchange] systems," Smith says. "We wanted a common communication system." A second concern was that the various types of information produced inaccuracies. "An Excel spreadsheet [could not] match the EDI information being sent," he says.
The online portal, which uses Ultriva software, was launched in 2009. It addresses those problems by providing a common repository of information that's visible to all parties in the supply chain, including suppliers, carriers, and 3PLs. The portal shows the whereabouts of inventory—whether it's located in the supplier's warehouse, in the back of a truck, or at one of the Trane plants. "The suppliers see everything in transit, the balance on hand (at the plant), the consumption pattern, and how they are performing," Smith says. "If their truck delivers two hours late, they see that."
Ingersoll Rand places all of its parts orders through the portal, even for those items that are not regularly used in the continuous-flow manufacturing process, which are managed through its materials resource planning (MRP) system. Because both MRP parts requests and kanban replenishments are made through the portal, the supplier receives requests for any type of part in the same format. "The supplier does not know if it's a kanban or MRP part," Smith says.
For kanban parts, the signal conveys an appropriate lead time based on the kanban formula. For the MRP parts, Smith explains, the signal is sent based on a firm order requirement comparing inventory with expected demand and current lead times. "In both instances the delivery time is the same, but the lead time from the supplier could be different or longer," he says.
When a replenishment part arrives at the plant, the bar code on the item is scanned. Once that item has been used on the assembly line, the portal sends a request for another. According to Smith, the Tyler plant on average tallies about 1,600 bar-code scans a day. Recently, the company has begun using radio frequency identification (RFID) tags on some supplier shipments to speed receipt into inventory and trigger the kanban replacement signal. (See the sidebar "RFID speeds receipt of inbound shipments.")
A clearer view for all
The benefits of using the portal are many. It has given Ingersoll Rand visibility over the two Texas plants' supply chains in real time, no matter whether a supplier is located in the United States, China, or Mexico. The portal is especially helpful for suppliers in Mexico; once an order is placed, the portal triggers a notice to an expediter, who then helps facilitate cross-border shipments into Texas.
Along with a view of inventory at the supplier's own factory, the portal shows the status of shipments. "The supplier can see everything in transit," Smith says. "And on our side, we can see everything in transit and in process. A buyer or planner can click on a parts order and get directed to a carrier portal, and know where the part is at and when it will get here."
The portal has had a significant and welcome impact on inventory levels. Thanks to expanded visibility and tighter coordination, the first supplier to use the portal was able to reduce inventory on hand from four weeks to 10 days of material. Once again, communication and collaboration between manufacturer and supplier was key.
"The biggest change was adjusting the lead time from the supplier and working with the supplier to adjust the safety stock," Smith says. "With the suppliers being able to see the entire supply chain, they were better able to understand the variation they had to plan to and work together to create a more predictable and smoother flow." In October 2010, it became mandatory for the suppliers to communicate with Ingersoll Rand through the portal.
Since then, Ingersoll Rand's Tyler plant has seen inventory turns increase from 70 to 90 per year, largely as a result of the more rapid and more accurate communication the portal makes possible. "We now see in real time when a supplier is having difficulty with an order or if they need to adjust the size [of the order]," Smith says. "With this information, we are also able to see the impact of the problem immediately. When a supplier or customer adjusts an order, there is immediate feedback and data retention," he observes. "There is no guessing whether or not they got the order or if they acknowledged it."
Ingersoll Rand plans to use the portal to improve integration with its suppliers in other ways. The manufacturer will use it to allow suppliers to view its long-range forecasts. Smith says his company also plans to use the data collected through the portal to examine how it could make its processes more efficient. With so much detail about the timing or orders and deliveries in hand, he says, he and his colleagues can now identify the sources of problems like transportation delays. Now, he says, "we are able to start fixing problems instead of spending time chasing something."
RFID speeds receipt of inbound shipments
In a just-in-time manufacturing environment, real-time visibility into inventory is critical. Ingersoll Rand's Trane division understands that very well. It keeps only about two hours of replenishment parts on hand in the two continuous-flow manufacturing plants it operates in Texas, so knowing the whereabouts of inbound parts and materials is an absolute must. Until recently, however, the company had no quick way of determining whether the right materials had been delivered when a truck arrived at its facilities.
Under the process it had in place, workers had to record the receipt of incoming goods by scanning bar-code labels. It could take as long as 30 minutes to scan all of the items in the back of a truck.
In a kanban operation, where replenishment orders are placed as soon as an item has been used on the production line, that's a fairly serious delay. The manufacturer began searching for a swifter solution—which it eventually found in radio frequency identification (RFID).
In June 2011 Ingersoll Rand began working with some key suppliers to place passive RFID tags made by Alien Technologies on inbound shipments. The tags allow the manufacturer to quickly update inbound inventory on the online portal it maintains for communication with suppliers and other participants in its supply chain.
Now when a trailer with tagged items arrives at a plant, it passes by an antenna that reads the RFID tags. Information encoded in the tags is then uploaded to the electronic portal and made available for immediate viewing.
The time savings have been impressive. Instead of 30 minutes, it now takes about five minutes to record the arrival of inventory and update the portal, says Michael Smith, multi-site material and supply chain leader for Ingersoll Rand's operations at its Tyler and Fort Smith, Texas, manufacturing plants.
As of February 2012, about 25 of Trane's 110 suppliers were tagging their shipments. The suppliers bear the cost of the tags—about 10 cents apiece, according to Smith. So far, none has balked at the requirement, he says. That's because the suppliers have an incentive—prompt payment for their materials. Once the information from the tag has been sent to the portal and reconciled with the invoice, the supplier is approved for payment. "If the suppliers do the job right with RFID, they get paid on time," Smith says.
Not all of the shipments from these vendors are suitable for tagging, however. Some items—like shipments of metals or components that arrive in metal tubs—aren't being tagged because metal can interfere with the signal transmission. Shipments that aren't suitable for tagging are recorded by scanning a bar code. All incoming materials—including those with RFID labels—carry a bar code because Ingersoll Rand requires them for auditing purposes.
Ingersoll Rand is reaping savings as well. The automatic recording process has enabled it to reassign two receiving workers to other tasks. Overall, Smith estimates that the RFID implementation will save the company something on the order of $120,000 a year.
Next year, Ingersoll Rand plans to extend the use of RFID to all members of its supply base as well as to additional manufacturing plants. It also wants to begin tagging individual items—as opposed to boxes or entire trailerloads—to achieve unit-level visibility. "We want to be able to see each and every component and manage all those components," Smith says.
Smith considers RFID tags to be critical technology that fits well into his company's overall portal strategy with its suppliers. "If you're looking for velocity, inventory turns, and cash flow," he says, "then RFID is what you have to consider."
In a statement, DCA airport officials said they would open the facility again today for flights after planes were grounded for more than 12 hours. “Reagan National airport will resume flight operations at 11:00am. All airport roads and terminals are open. Some flights have been delayed or cancelled, so passengers are encouraged to check with their airline for specific flight information,” the facility said in a social media post.
An investigation into the cause of the crash is now underway, being led by the National Transportation Safety Board (NTSB) and assisted by the Federal Aviation Administration (FAA). Neither agency had released additional information yet today.
First responders say nearly 70 people may have died in the crash, including all 60 passengers and four crew on the American Airlines flight and three soldiers in the military helicopter after both aircraft appeared to explode upon impact and fall into the Potomac River.
Editor's note:This article was revised on February 3.
Artificial intelligence (AI) and the economy were hot topics on the opening day of SMC3 Jump Start 25, a less-than-truckload (LTL)-focused supply chain event taking place in Atlanta this week. The three-day event kicked off Monday morning to record attendance, with more than 700 people registered, according to conference planners.
The event opened with a keynote presentation from AI futurist Zack Kass, former head of go to market for OpenAI. He talked about the evolution of AI as well as real-world applications of the technology, furthering his mission to demystify AI and make it accessible and understandable to people everywhere. Kass is a speaker and consultant who works with businesses and governments around the world.
The opening day also featured a slate of economic presentations, including a global economic outlook from Dr. Jeff Rosensweig, director of the John Robson Program for Business, Public Policy, and Government at Emory University, and a “State of LTL” report from economist Keith Prather, managing director of Armada Corporate Intelligence. Both speakers pointed to a strong economy as 2025 gets underway, emphasizing overall economic optimism and strong momentum in LTL markets.
Other highlights included interviews with industry leaders Chris Jamroz and Rick DiMaio. Jamroz is executive chairman of the board and CEO of Roadrunner Transportation Systems, and DiMaio is executive vice president of supply chain for Ace Hardware.
Jump Start 25 runs through Wednesday, January 29, at the Renaissance Atlanta Waverly Hotel & Convention Center.
That is important because the increased use of robots has the potential to significantly reduce the impact of labor shortages in manufacturing, IFR said. That will happen when robots automate dirty, dull, dangerous or delicate tasks – such as visual quality inspection, hazardous painting, or heavy lifting—thus freeing up human workers to focus on more interesting and higher-value tasks.
To reach those goals, robots will grow through five trends in the new year, the report said:
1 – Artificial Intelligence. By leveraging diverse AI technologies, such as physical, analytical, and generative, robotics can perform a wide range of tasks more efficiently. Analytical AI enables robots to process and analyze the large amounts of data collected by their sensors. This helps to manage variability and unpredictability in the external environment, in “high mix/low-volume” production, and in public environments. Physical AI, which is created through the development of dedicated hardware and software that simulate real-world environments, allows robots to train themselves in virtual environments and operate by experience, rather than programming. And Generative AI projects aim to create a “ChatGPT moment” for Physical AI, allowing this AI-driven robotics simulation technology to advance in traditional industrial environments as well as in service robotics applications.
2 – Humanoids.
Robots in the shape of human bodies have received a lot of media attention, due to their vision where robots will become general-purpose tools that can load a dishwasher on their own and work on an assembly line elsewhere. Start-ups today are working on these humanoid general-purpose robots, with an eye toward new applications in logistics and warehousing. However, it remains to be seen whether humanoid robots can represent an economically viable and scalable business case for industrial applications, especially when compared to existing solutions. So for the time being, industrial manufacturers are still focused on humanoids performing single-purpose tasks only, with a focus on the automotive industry.
3 – Sustainability – Energy Efficiency.
Compliance with the UN's environmental sustainability goals and corresponding regulations around the world is becoming an important requirement for inclusion on supplier whitelists, and robots play a key role in helping manufacturers achieve these goals. In general, their ability to perform tasks with high precision reduces material waste and improves the output-input ratio of a manufacturing process. These automated systems ensure consistent quality, which is essential for products designed to have long lifespans and minimal maintenance. In the production of green energy technologies such as solar panels, batteries for electric cars or recycling equipment, robots are critical to cost-effective production. At the same time, robot technology is being improved to make the robots themselves more energy-efficient. For example, the lightweight construction of moving robot components reduces their energy consumption. Different levels of sleep mode put the hardware in an energy saving parking position. Advances in gripper technology use bionics to achieve high grip strength with almost no energy consumption.
4 – New Fields of Business.
The general manufacturing industry still has a lot of potential for robotic automation. But most manufacturing companies are small and medium-sized enterprises (SMEs), which means the adoption of industrial robots by SMEs is still hampered by high initial investment and total cost of ownership. To address that hurdle, Robot-as-a-Service (RaaS) business models allow enterprises to benefit from robotic automation with no fixed capital involved. Another option is using low-cost robotics to provide a “good enough” product for applications that have low requirements in terms of precision, payload, and service life. Powered by the those approaches, new customer segments beyond manufacturing include construction, laboratory automation, and warehousing.
5 – Addressing Labor Shortage.
The global manufacturing sector continues to suffer from labor shortages, according to the International Labour Organisation (ILO). One of the main drivers is demographic change, which is already burdening labor markets in leading economies such as the United States, Japan, China, the Republic of Korea, or Germany. Although the impact varies from country to country, the cumulative effect on the supply chain is a concern almost everywhere.
Overall disruptions to global supply chains in 2024 increased 38% from the previous year, thanks largely to the top five drivers of supply chain disruptions for the year: factory fires, labor disruption, business sale, leadership transition, and mergers & acquisitions, according to a study from Resilinc.
Factory fires maintained their position as the number one disruption for the sixth consecutive year, with 2,299 disruption alerts issued. Fortunately, this number is down 20% from the previous year and has declined 36% from the record high in 2022, according to California-based Resilinc, a provider of supply chain resiliency solutions.
Labor disruptions made it into the top five list for the second year in a row, jumping up to the second spot with a 47% year-over-year increase following a number of company and site-level strikes, national strikes, labor protests, and layoffs. From the ILA U.S. port strike, impacting over 47,000 workers, and the Canadian rail strike to major layoffs at tech giants Intel, Dell, and Amazon, labor disruptions continued its streak as a key risk area for 2024.
And financial risk areas, including business sales, leadership transitions, and mergers and acquisitions, rounded out the top five disruptions for 2024. While business sales climbed a steady 17% YoY, leadership transitions surged 95% last year. Several notable transitions included leadership changes at Boeing, Nestlé, Pfizer Limited, and Intel. While mergers and acquisitions saw a slight decline of 5%, they remained a top disruption for 2024.
Other noteworthy trends highlighted in the data include a 146% rise in labor violations such as forced labor, poor working conditions, and health and safety violations, among others. Geopolitical risk alerts climbed 123% after a brief dip in 2023, and protests/riots saw an astounding 285% YoY increase, marking the largest growth increase of all risk events tracked by Resilinc. Regulatory change alerts, which include tariffs, changes in laws, environmental regulations, and bans, continued their upward trend with a 128% YoY increase.
The five most disrupted industries included: life sciences, healthcare, general manufacturing, high tech, and automotive, marking the fourth year in a row that those particular industries have been the most impacted.
Resilinc gathers its data through its 24/7 global event monitoring Artificial Intelligence, EventWatch AI, which collects information and monitors news on 400 different types of disruptions across 104 million sources including traditional news sources, social media platforms, wire services, videos, and government reports. Annually, the AI contextualizes and analyzes nearly 5 billion data feeds across 100 languages in 200 countries.
Cargo theft activity across the United States and Canada reached unprecedented levels in 2024, with 3,625 reported incidents representing a stark 27% increase from 2023, according to an annual analysis from CargoNet.
The estimated average value per theft also rose, reaching $202,364, up from $187,895 in 2023. And the increase was persistent, as each quarter of 2024 surpassed previous records set in 2023.
According to Cargonet, the data suggests an evolving and increasingly sophisticated threat landscape in cargo theft, with criminal enterprises demonstrating tactical adaptability in both their methods and target selection.
For example, notable shifts occurred in targeted commodities during 2024. While 2023 saw frequent theft of engine oils, fluids, solar energy products, and energy drinks, 2024 marked a strategic pivot by criminal enterprises. New targets included raw and finished copper products, consumer electronics (particularly audio equipment and high-end servers), and cryptocurrency mining hardware. The analysis also revealed increased targeting of specific consumable goods, including produce like avocados and nuts, along with personal care products ranging from cosmetics to vitamins and supplements, especially protein powder.
Geographic trends show California and Texas experiencing the most significant increases in theft activity. California reported a 33% rise in incidents, while Texas saw an even more dramatic 39% surge. The five most impacted counties all reported substantial increases, led by Dallas County, Texas, with a 78% spike in reported incidents. Los Angeles County, California, traditionally a high-activity area, saw a 50% increase while neighboring San Bernardino County experienced a 47% rise.