Online grocery service shows what it takes to build a fully automated robotic fulfillment system from the ground up—and become a technology-driven company in the process.
Victoria Kickham, an editor at large for Supply Chain Quarterly, 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 Supply Chain Quarterly's sister publication, DC Velocity.
Leaders at online grocery company Home Delivery Service (HDS) say they are ready to reveal an e-fulfillment system that will change the way food delivery is done, rivaling the likes of Amazon and Wal-Mart, and taking advantage of the growing popularity of online grocery shopping, especially in the last year. The concept has been in the works for nearly 10 years, driven by the need to get the technology behind it just right before attempting to deliver a single item. Later this spring, HDS plans to launch a full-scale pilot of its fully automated, robotic, touchless warehouse fulfillment system, bringing the company one step closer to its goal.
“In order for us to not just be another [dotcom] copycat, we have to have something of a moat for our business. Something that [makes us] highly efficient and very profitable,” explains Aravind Durai, HDS’s vice president of automation and a founding member of the company. “The moat we have decided on is our own design and build of the e-fulfillment technology. We believe the efficiency gains and cost savings we will achieve and the service level we can deliver to customers [are] built upon the framework of [our technology].”
The technology is called RoboFS. Driven by robotics and packed into a smaller footprint than most online fulfillment systems occupy, RoboFS will allow HDS to operate “lights out” fulfillment centers (FCs) across the country, where orders are untouched by human hands until they arrive at the customer’s doorstep, company leaders claim. The system has inspired the confidence of a handful of investors, one of which is IT products distributor Ingram Micro, which will pilot and host full-scale demos of the system at its 500,000-square-foot omnichannel fulfillment center in Plainfield, Indiana. The journey to get to that point offers a glimpse at the work involved in building a fulfillment system from the ground up—and proof that automation is reshaping the way work gets done in warehouses and distribution centers everywhere.
SHIFTING GEARS
HDS is the brainchild of Louis Borders, co-founder of Borders Bookstores and founder of the now-defunct dotcom-era online grocery business Webvan. As Durai explains, Borders was an early leader in supply chain automation, and he founded HDS to provide a fast, personalized online shopping experience for a wide range of goods. The company will be rooted in grocery but will also include access to other products that can be purchased within the same order—like shopping at an online mall.
Pallets and cases are broken up in the receiving area, and products are put into as many as eight separate bins within each tray. Using an automated storage and retrieval system (AS/RS), the trays are stored in high-bay racks and removed as needed for picking.
Although the concept may sound familiar, Durai insists it’s different from the Amazon or Walmart approach to online shopping—primarily because HDS is leading with fresh grocery delivery and offering access to other branded merchandise as an add-on. Its primary competition is not Amazon, but your local grocery store, Durai explains.
The company’s business model calls for the establishment of small, highly automated fulfillment centers in urban and suburban markets. At 150,000 square feet, the FCs will be larger than the microfulfillment centers many supermarket chains are developing but considerably smaller than a typical Amazon DC. And there will be no retail outlets. HDS will store roughly 100,000 fast-moving stock-keeping units (SKUs), including chilled, frozen, and ambient-temperature items, for same-day or “express” one-hour delivery. Add-on items will be filled as part of the customer’s next order, via one- or two-day delivery. So your groceries arrive first; your new sneakers a couple of days later.
Creating a fulfillment system to accommodate that plan turned out to be a bigger challenge than Durai and his colleagues expected—and the exercise ended up turning the tide in the company’s mission.
“This is a tough nut to crack,” Durai says of coordinating fast fulfillment and last-mile delivery of perishable items. “When you combine it all, it’s a challenging problem to solve.”
After researching the systems and equipment required for the job, he says, the company “came away with the realization that the product we wanted does not exist. We had to make instead of buy.”
Durai and his colleagues ended up engineering a system from the ground up—and becoming a technology company in the process.
PUTTING THE BUILDING BLOCKS IN PLACE
The fulfillment system Durai and his colleagues have built uses robotics and advanced proprietary software to create a just-in-time fulfillment system that keeps throughput running smoothly. An artificial intelligence (AI)-based warehouse management system (WMS) coordinates the movement of mobile and articulated robots (the latter used for picking) and smart conveyors to create the lights-out fulfillment process, which encompasses everything except receiving and shipping dock activities.
The system uses standardized transport trays to move items throughout the facility. Pallets and cases are broken up in the receiving area, and products are put into as many as eight separate bins within each tray. Using an automated storage and retrieval system (AS/RS), the trays are stored in high-bay racks and removed as needed for picking. Autonomous articulated robotic arms pick products from the trays to fill orders. The breakdown of pallets and cases is the only manual part of the fulfillment process, according to leaders at Indiana-based material handling equipment manufacturer Shuttleworth, which designed the AS/RS and tray-movement system. Once products are placed into the AS/RS, they aren’t touched by human hands until the consumer opens the HDS reusable delivery tote to remove them.
“When a pallet of goods comes in, we break it down into storable or pickable levels and then feed the storage area or the robotic pick area,” explains Ken Tinnell, vice president and general manager of Shuttleworth, adding that the development of the entire project has been purposefully slow. “They [Louis Borders and his colleagues] pulled together a vision of the company and have very patiently been moving this forward. In that timeframe, we’ve engineered a little, shown a little, and grown and gathered momentum over time.”
ROLLING IT OUT
The RoboFS uses standardized trays to move items throughout the facility. Pallet and case breakdown is the only manual part of the fulfillment process, according the manufacturer, Shuttleworth.
The RoboFS demo will go live later this spring at the Ingram Micro facility, with plans to showcase the technology for a wider audience. Ingram Micro is one of a few initial investors in the system, and the company will have exclusive rights to use RoboFS—specifically for its IT, mobile device, and connected-device distribution business and logistics services, according to Eric Schelm, Ingram Micro’s director of business initiatives.
Durai explains that HDS plans to sell the RoboFS fulfillment service to companies in noncompeting industries—anyone in the grocery industry is excluded—and that it won’t sell it to any of those companies’ competitors for 10 years. Early investors like Ingram Micro have ponied up millions to get in on the technology. HDS had raised about $38 million to develop the system as of this spring, Durai says.
“[Our] technology is being built to service the grocery e-commerce [business], but in the process of developing it, we have talked to many other people about it [because] supply chain fulfillment is a problem that vexes everyone,” Durai explains.
Although it’s been a long time coming, the Ingram Micro pilot project is finally ready to go. As for HDS’s own e-commerce grocery business, the company says it plans a full-production launch sometime in 2022. Right now, it adds, the focus remains on testing and demonstrating the fulfillment technology.
“It’s ready, it’s working, it’s real,” Tinnell says, again emphasizing the long steady road the partners have traveled to get to this point. “Some companies that I work with rush through the design—because they have to, to get to market. They have to react to market pressures. Because this [project] has taken a longer time, this design has been seasoned over the course of several years … As a result, it’s going to market a whole lot better than any other, similar type of project I’ve seen in my career.”
A move by federal regulators to reinforce requirements for broker transparency in freight transactions is stirring debate among transportation groups, after the Federal Motor Carrier Safety Administration (FMCSA) published a “notice of proposed rulemaking” this week.
According to FMCSA, its draft rule would strive to make broker transparency more common, requiring greater sharing of the material information necessary for transportation industry parties to make informed business decisions and to support the efficient resolution of disputes.
The proposed rule titled “Transparency in Property Broker Transactions” would address what FMCSA calls the lack of access to information among shippers and motor carriers that can impact the fairness and efficiency of the transportation system, and would reframe broker transparency as a regulatory duty imposed on brokers, with the goal of deterring non-compliance. Specifically, the move would require brokers to keep electronic records, and require brokers to provide transaction records to motor carriers and shippers upon request and within 48 hours of that request.
Under federal regulatory processes, public comments on the move are due by January 21, 2025. However, transportation groups are not waiting on the sidelines to voice their opinions.
According to the Transportation Intermediaries Association (TIA), an industry group representing the third-party logistics (3PL) industry, the potential rule is “misguided overreach” that fails to address the more pressing issue of freight fraud. In TIA’s view, broker transparency regulation is “obsolete and un-American,” and has no place in today’s “highly transparent” marketplace. “This proposal represents a misguided focus on outdated and unnecessary regulations rather than tackling issues that genuinely threaten the safety and efficiency of our nation’s supply chains,” TIA said.
But trucker trade group the Owner-Operator Independent Drivers Association (OOIDA) welcomed the proposed rule, which it said would ensure that brokers finally play by the rules. “We appreciate that FMCSA incorporated input from our petition, including a requirement to make records available electronically and emphasizing that brokers have a duty to comply with regulations. As FMCSA noted, broker transparency is necessary for a fair, efficient transportation system, and is especially important to help carriers defend themselves against alleged claims on a shipment,” OOIDA President Todd Spencer said in a statement.
Additional pushback came from the Small Business in Transportation Coalition (SBTC), a network of transportation professionals in small business, which said the potential rule didn’t go far enough. “This is too little too late and is disappointing. It preserves the status quo, which caters to Big Broker & TIA. There is no question now that FMCSA has been captured by Big Broker. Truckers and carriers must now come out in droves and file comments in full force against this starting tomorrow,” SBTC executive director James Lamb said in a LinkedIn post.
The “series B” funding round was financed by an unnamed “strategic customer” as well as Teradyne Robotics Ventures, Toyota Ventures, Ranpak, Third Kind Venture Capital, One Madison Group, Hyperplane, Catapult Ventures, and others.
The fresh backing comes as Massachusetts-based Pickle reported a spate of third quarter orders, saying that six customers placed orders for over 30 production robots to deploy in the first half of 2025. The new orders include pilot conversions, existing customer expansions, and new customer adoption.
“Pickle is hitting its strides delivering innovation, development, commercial traction, and customer satisfaction. The company is building groundbreaking technology while executing on essential recurring parts of a successful business like field service and manufacturing management,” Omar Asali, Pickle board member and CEO of investor Ranpak, said in a release.
According to Pickle, its truck-unloading robot applies “Physical AI” technology to one of the most labor-intensive, physically demanding, and highest turnover work areas in logistics operations. The platform combines a powerful vision system with generative AI foundation models trained on millions of data points from real logistics and warehouse operations that enable Pickle’s robotic hardware platform to perform physical work at human-scale or better, the company says.
Bloomington, Indiana-based FTR said its Trucking Conditions Index declined in September to -2.47 from -1.39 in August as weakness in the principal freight dynamics – freight rates, utilization, and volume – offset lower fuel costs and slightly less unfavorable financing costs.
Those negative numbers are nothing new—the TCI has been positive only twice – in May and June of this year – since April 2022, but the group’s current forecast still envisions consistently positive readings through at least a two-year forecast horizon.
“Aside from a near-term boost mostly related to falling diesel prices, we have not changed our Trucking Conditions Index forecast significantly in the wake of the election,” Avery Vise, FTR’s vice president of trucking, said in a release. “The outlook continues to be more favorable for carriers than what they have experienced for well over two years. Our analysis indicates gradual but steadily rising capacity utilization leading to stronger freight rates in 2025.”
But FTR said its forecast remains unchanged. “Just like everyone else, we’ll be watching closely to see exactly what trade and other economic policies are implemented and over what time frame. Some freight disruptions are likely due to tariffs and other factors, but it is not yet clear that those actions will do more than shift the timing of activity,” Vise said.
The TCI tracks the changes representing five major conditions in the U.S. truck market: freight volumes, freight rates, fleet capacity, fuel prices, and financing costs. Combined into a single index indicating the industry’s overall health, a positive score represents good, optimistic conditions while a negative score shows the inverse.
Specifically, the new global average robot density has reached a record 162 units per 10,000 employees in 2023, which is more than double the mark of 74 units measured seven years ago.
Broken into geographical regions, the European Union has a robot density of 219 units per 10,000 employees, an increase of 5.2%, with Germany, Sweden, Denmark and Slovenia in the global top ten. Next, North America’s robot density is 197 units per 10,000 employees – up 4.2%. And Asia has a robot density of 182 units per 10,000 persons employed in manufacturing - an increase of 7.6%. The economies of Korea, Singapore, mainland China and Japan are among the top ten most automated countries.
Broken into individual countries, the U.S. ranked in 10th place in 2023, with a robot density of 295 units. Higher up on the list, the top five are:
The Republic of Korea, with 1,012 robot units, showing a 5% increase on average each year since 2018 thanks to its strong electronics and automotive industries.
Singapore had 770 robot units, in part because it is a small country with a very low number of employees in the manufacturing industry, so it can reach a high robot density with a relatively small operational stock.
China took third place in 2023, surpassing Germany and Japan with a mark of 470 robot units as the nation has managed to double its robot density within four years.
Germany ranks fourth with 429 robot units for a 5% CAGR since 2018.
Japan is in fifth place with 419 robot units, showing growth of 7% on average each year from 2018 to 2023.
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."