Recent advances in technology have renewed the buzz about dark, or "lights-out," warehouses, where machines fill orders without human intervention. But not everybody's ready to flip the switch.
Ben Ames has spent 20 years as a journalist since starting out as a daily newspaper reporter in Pennsylvania in 1995. From 1999 forward, he has focused on business and technology reporting for a number of trade journals, beginning when he joined Design News and Modern Materials Handling magazines. Ames is author of the trail guide "Hiking Massachusetts" and is a graduate of the Columbia School of Journalism.
Warehouse automation has come a long way in recent years, as distribution centers turn to technology in their effort to meet the demands of fast fulfillment.
Today it's increasingly common to find warehouses deploying sophisticated automated equipment, such as self-guided forklifts, vision-guided robots, automated storage and retrieval systems (AS/RS), robotic palletizers, and high-speed conveyors, in their daily operations.
These systems can deliver speed and accuracy in a complex material handling environment, but some businesses say the best is yet to come. Combine all these ingredients together, they say, and the result could be a fully automated facility that operates without any human labor at all.
Also known as a "dark warehouse" or a "lights-out facility," this vision promises swift, error-free fulfillment operations, enabled by key technologies such as automated material handling equipment, warehouse execution systems, and automatic identification (auto ID).
Candidates for this sort of fully automated operation include cold storage or freezer warehouses, such as those used in the food and beverage or pharmaceutical sectors. There are a couple of reasons for that. For one thing, replacing humans with machines eliminates the need for people to work in adverse conditions like sub-zero temperatures.
For another, automation helps reduce the amount of traffic in and out of the refrigerated chamber, thereby enhancing climate control, said Matt Engle, director of ID products marketing and logistics at Cognex Corp., a company that specializes in machine vision technology and industrial bar-code readers. Excluding workers from the refrigerated room helps prevent humidity from entering the chamber when people enter and exit the area for shift changes and coffee breaks, Engle said. Too much humidity can create frost buildup on goods and equipment, damaging materials and requiring extra maintenance, he explained.
Engle adds that the lights-out approach is best suited to "low-variability" operations that process the same sized items all the time. That's because highly tailored material handling systems can be thrown off when confronted by items of a wide variety of dimensions. Processing diverse goods can lead to high failure rates on tasks like aligning parcels on a conveyor or distinguishing between similar stock-keeping units (SKUs).
"A lights-out facility is more possible in less-variable parts of logistics, where people are moving a large portion of the same types of objects," Engle said. Examples of these dark warehouse operations would be a facility that distributes standard-sized packages of processed foods or a soda bottling plant that processes identical 12-packs of cans.
HURDLES INCLUDES COST, FLEXIBILITY
Still, many challenges remain to building an entirely dark facility capable of running without human intervention. "People are talking about the dark warehouse," Engle said. "It's a great goal—if we could achieve that, it would have a massive impact on operations and cost structure—but it's a very challenging quest."
For example, in a conventional warehouse, mislabeled packages or torn boxes can be rerouted to a conveyor's "hospital lane," where they are directed to workers who can repair the damage, he said. That type of workaround becomes much harder in a building without people. For that reason, current installations of dark warehouse technology are usually found in corners of larger facilities, where they can run independently but still draw on human help for the occasional error.
When it comes to the widespread adoption of the dark warehouse approach, however, perhaps the biggest hurdle is cost, as facilities strive to balance the investment in automation with the value of the goods they handle.
"You need to ask the question: Is the automation of every activity going to lead to an efficient warehouse?" said John Ashodian, marketing manager for logistics automation at Sick Inc., a company that produces sensors and sensor solutions for industrial automation applications. "You could fully automate with robotics and other equipment, but is that a cost-effective way to automate the supply chain?"
Many industries handling high-value goods have achieved precision read-rates for identifying goods. Manufacturing applications in the pharmaceutical, automotive, and electronics industries achieve read-rates at a Six-Sigma level of precision, a strategy of eliminating defects to a high statistical level.
In contrast, this degree of sophistication may be harder to justify in logistics, where workers handle lower-value items and operations are held to tight profit margins. A critical step in closing that gap in any lights-out facility is choosing the most reliable auto ID technology from a growing menu of options that includes radio-frequency identification (RFID), one-dimensional (linear) and two-dimensional (matrix) bar codes, image-based data capture, and optical character recognition (OCR) for reading printed or handwritten labels.
"A dark facility or warehouse is the holy grail right now," Ashodian said. "People are looking to automate certain processes, and auto ID is a crucial part of that vision, to enable track and trace."
BALANCING FLEXIBILITY AND AUTOMATION
Another barrier to the wider adoption of light-out technology is the need for many DCs to remain flexible. Building a fully automated facility to handle a specific type of goods would not make sense for e-commerce fulfillment centers that ship a wide variety of items for online retailers or for third-party logistics companies (3PLs) that serve a constantly changing roster of clients.
Instead of committing to build a fully dark facility, these types of operations might instead create zones of automation, adding dark capabilities only for certain material handling tasks.
"There are already dark functions within the warehouse, such as AS/RS and systems that move materials from pickup spots to racks," Ashodian said. "Each of those is like a dark facility within a facility."
PATHS TO FUTURE GROWTH
As warehouse operators look to expand these islands of automation into full-scale lights-out facilities, they are focusing on three critical technologies that act as the muscles and the brain of automated DCs:
Automated storage and retrieval systems. Automated storage and retrieval systems are "lights-out'" by design, since their intricate patterns of conveyors, bins, and racks leave no room for a human operator to get inside a functioning machine, Cognex's Engle said. AS/RS installations work best in distribution or manufacturing facilities that handle high volumes of inventory moving in and out of storage. Some of these can even sort, sequence, and buffer goods for tasks such as goods-to-person picking, order fulfillment, and temporary or long-term storage.
High-speed sorting equipment. Another warehouse tool appropriate for lights-out processes is high-speed sorting equipment. These machines whisk goods and materials to different locations in the facility. Operating independently of human control, these sorters usually need human help only to tend to the placement of objects on the inbound end or to monitor the reject lane and other output locations, Engle said.
Warehouse robotics. One of the most recent growth areas for dark warehouse operations is robotics. Deployed for decades in manufacturing environments such as automotive production, they have been expanding in recent years into a variety of logistics applications. DCs have relied on stationary robotic palletizers and depalletizers for some time, but recent advances in technology have allowed warehouse robots to become mobile. Guided by wireless instructions from a warehouse management system (WMS) or warehouse execution system (WES) and navigating by laser-based vision systems, these robots can ferry pallets and cases of goods around a bustling warehouse without human intervention.
As supply chain leaders continue to wrestle with these challenges, it's likely that DC operations will move only gradually toward the ultimate ideal of a dark warehouse. By continuing their investment in auto ID, robotics, and warehouse automation gear, they can expand the dark zones that already exist at some sites.
Even under pressure to meet rising demands for e-commerce fulfillment and next-day delivery, the hurdles of building the lights-out warehouse of the future still loom large.
"There is a lot of change in the wind, such as the Internet of Things and new fulfillment strategies like decentralized structures that get product closer to the customer," Sick's Ashodian said. "But as to building the fully automated, dark facility, we're not there ... yet."
Progress in generative AI (GenAI) is poised to impact business procurement processes through advancements in three areas—agentic reasoning, multimodality, and AI agents—according to Gartner Inc.
Those functions will redefine how procurement operates and significantly impact the agendas of chief procurement officers (CPOs). And 72% of procurement leaders are already prioritizing the integration of GenAI into their strategies, thus highlighting the recognition of its potential to drive significant improvements in efficiency and effectiveness, Gartner found in a survey conducted in July, 2024, with 258 global respondents.
Gartner defined the new functions as follows:
Agentic reasoning in GenAI allows for advanced decision-making processes that mimic human-like cognition. This capability will enable procurement functions to leverage GenAI to analyze complex scenarios and make informed decisions with greater accuracy and speed.
Multimodality refers to the ability of GenAI to process and integrate multiple forms of data, such as text, images, and audio. This will make GenAI more intuitively consumable to users and enhance procurement's ability to gather and analyze diverse information sources, leading to more comprehensive insights and better-informed strategies.
AI agents are autonomous systems that can perform tasks and make decisions on behalf of human operators. In procurement, these agents will automate procurement tasks and activities, freeing up human resources to focus on strategic initiatives, complex problem-solving and edge cases.
As CPOs look to maximize the value of GenAI in procurement, the study recommended three starting points: double down on data governance, develop and incorporate privacy standards into contracts, and increase procurement thresholds.
“These advancements will usher procurement into an era where the distance between ideas, insights, and actions will shorten rapidly,” Ryan Polk, senior director analyst in Gartner’s Supply Chain practice, said in a release. "Procurement leaders who build their foundation now through a focus on data quality, privacy and risk management have the potential to reap new levels of productivity and strategic value from the technology."
Businesses are cautiously optimistic as peak holiday shipping season draws near, with many anticipating year-over-year sales increases as they continue to battle challenging supply chain conditions.
That’s according to the DHL 2024 Peak Season Shipping Survey, released today by express shipping service provider DHL Express U.S. The company surveyed small and medium-sized enterprises (SMEs) to gauge their holiday business outlook compared to last year and found that a mix of optimism and “strategic caution” prevail ahead of this year’s peak.
Nearly half (48%) of the SMEs surveyed said they expect higher holiday sales compared to 2023, while 44% said they expect sales to remain on par with last year, and just 8% said they foresee a decline. Respondents said the main challenges to hitting those goals are supply chain problems (35%), inflation and fluctuating consumer demand (34%), staffing (16%), and inventory challenges (14%).
But respondents said they have strategies in place to tackle those issues. Many said they began preparing for holiday season earlier this year—with 45% saying they started planning in Q2 or earlier, up from 39% last year. Other strategies include expanding into international markets (35%) and leveraging holiday discounts (32%).
Sixty percent of respondents said they will prioritize personalized customer service as a way to enhance customer interactions and loyalty this year. Still others said they will invest in enhanced web and mobile experiences (23%) and eco-friendly practices (13%) to draw customers this holiday season.
That challenge is one of the reasons that fewer shoppers overall are satisfied with their shopping experiences lately, Lincolnshire, Illinois-based Zebra said in its “17th Annual Global Shopper Study.”th Annual Global Shopper Study.” While 85% of shoppers last year were satisfied with both the in-store and online experiences, only 81% in 2024 are satisfied with the in-store experience and just 79% with online shopping.
In response, most retailers (78%) say they are investing in technology tools that can help both frontline workers and those watching operations from behind the scenes to minimize theft and loss, Zebra said.
Just 38% of retailers currently use AI-based prescriptive analytics for loss prevention, but a much larger 50% say they plan to use it in the next 1-3 years. That was followed by self-checkout cameras and sensors (45%), computer vision (46%), and RFID tags and readers (42%) that are planned for use within the next three years, specifically for loss prevention.
Those strategies could help improve the brick and mortar shopping experience, since 78% of shoppers say it’s annoying when products are locked up or secured within cases. Adding to that frustration is that it’s hard to find an associate while shopping in stores these days, according to 70% of consumers. In response, some just walk out; one in five shoppers has left a store without getting what they needed because a retail associate wasn’t available to help, an increase over the past two years.
The survey also identified additional frustrations faced by retailers and associates:
challenges with offering easy options for click-and-collect or returns, despite high shopper demand for them
the struggle to confirm current inventory and pricing
lingering labor shortages and increasing loss incidents, even as shoppers return to stores
“Many retailers are laying the groundwork to build a modern store experience,” Matt Guiste, Global Retail Technology Strategist, Zebra Technologies, said in a release. “They are investing in mobile and intelligent automation technologies to help inform operational decisions and enable associates to do the things that keep shoppers happy.”
The survey was administered online by Azure Knowledge Corporation and included 4,200 adult shoppers (age 18+), decision-makers, and associates, who replied to questions about the topics of shopper experience, device and technology usage, and delivery and fulfillment in store and online.
Supply chains are poised for accelerated adoption of mobile robots and drones as those technologies mature and companies focus on implementing artificial intelligence (AI) and automation across their logistics operations.
That’s according to data from Gartner’s Hype Cycle for Mobile Robots and Drones, released this week. The report shows that several mobile robotics technologies will mature over the next two to five years, and also identifies breakthrough and rising technologies set to have an impact further out.
Gartner’s Hype Cycle is a graphical depiction of a common pattern that arises with each new technology or innovation through five phases of maturity and adoption. Chief supply chain officers can use the research to find robotic solutions that meet their needs, according to Gartner.
Gartner, Inc.
The mobile robotic technologies set to mature over the next two to five years are: collaborative in-aisle picking robots, light-cargo delivery robots, autonomous mobile robots (AMRs) for transport, mobile robotic goods-to-person systems, and robotic cube storage systems.
“As organizations look to further improve logistic operations, support automation and augment humans in various jobs, supply chain leaders have turned to mobile robots to support their strategy,” Dwight Klappich, VP analyst and Gartner fellow with the Gartner Supply Chain practice, said in a statement announcing the findings. “Mobile robots are continuing to evolve, becoming more powerful and practical, thus paving the way for continued technology innovation.”
Technologies that are on the rise include autonomous data collection and inspection technologies, which are expected to deliver benefits over the next five to 10 years. These include solutions like indoor-flying drones, which utilize AI-enabled vision or RFID to help with time-consuming inventory management, inspection, and surveillance tasks. The technology can also alleviate safety concerns that arise in warehouses, such as workers counting inventory in hard-to-reach places.
“Automating labor-intensive tasks can provide notable benefits,” Klappich said. “With AI capabilities increasingly embedded in mobile robots and drones, the potential to function unaided and adapt to environments will make it possible to support a growing number of use cases.”
Humanoid robots—which resemble the human body in shape—are among the technologies in the breakthrough stage, meaning that they are expected to have a transformational effect on supply chains, but their mainstream adoption could take 10 years or more.
“For supply chains with high-volume and predictable processes, humanoid robots have the potential to enhance or supplement the supply chain workforce,” Klappich also said. “However, while the pace of innovation is encouraging, the industry is years away from general-purpose humanoid robots being used in more complex retail and industrial environments.”
An eight-year veteran of the Georgia company, Hakala will begin his new role on January 1, when the current CEO, Tero Peltomäki, will retire after a long and noteworthy career, continuing as a member of the board of directors, Cimcorp said.
According to Hakala, automation is an inevitable course in Cimcorp’s core sectors, and the company’s end-to-end capabilities will be crucial for clients’ success. In the past, both the tire and grocery retail industries have automated individual machines and parts of their operations. In recent years, automation has spread throughout the facilities, as companies want to be able to see their entire operation with one look, utilize analytics, optimize processes, and lead with data.
“Cimcorp has always grown by starting small in the new business segments. We’ve created one solution first, and as we’ve gained more knowledge of our clients’ challenges, we have been able to expand,” Hakala said in a release. “In every phase, we aim to bring our experience to the table and even challenge the client’s initial perspective. We are interested in what our client does and how it could be done better and more efficiently.”