Is Less More? How to Add the Most Value to Sortation Capacity in the Middle Mile
While many brick and mortar retailers are rushing to go online, online retailers are looking to add capacity because of the recent surge in online demand triggered by COVID-19. However, this leads entrepreneurs and business leaders to decide between two options: Is it better to build several smaller or fewer larger facilities when adding sortation capacity to the middle mile in the supply chain?
Anupam Narayan is a Senior Manager at Amazon with over 10 years of experience in Operations and Finance. Prior to Amazon, he worked in Private Equity and Investment Banking. He holds a master’s in business administration from Columbia Business School and a bachelor’s in technology from the Indian Institute of Technology, Bombay. He studied Finance at London School of Economics and Political Science, and was a researcher in the fields of simulation and optimization at Purdue University and Rensselaer Polytechnic Institute.
The past decade has seen a shift from a one step to a multiple step supply chain model for online retailers. As reported by Deutsche Bank last year, heightened delivery demands of e-commerce users are forcing participants to shed models built around a “straight-forward” first, middle and last-mile supply chain in favor of “fragmented” networks supporting the positioning of inventory near the final destination. This shift, therefore, makes the question even more relevant.
First Mile
Middle Mile
Last Mile
The first mile is the transportation of the product from the manufacturer to the middle mile, where it is then further distributed downstream.
In the middle mile, the products received from multiple upstream partners are sorted for transportation to the last mile.
The last mile is the last leg in the product’s journey to its final destination, which is the customer.
Sortation centers are increasingly becoming popular as they require lower investments compared to other types of warehouses. This is because they are built only to sort. Typically, they require a footprint of 200,000 to 300,000 square feet and can be run by 100-300 employees. When evaluating between the two options, one should take into consideration the investment required, operating costs involved, time taken for delivery, economies of scale & scope, and risk assessments.
Investment
The key driving factors of investment are business needs and budget. Business needs are primarily governed by the type of package or freight to be sorted and throughput of the facility i.e. the sortation capacity per hour. A small sorting center can sort up to 30,000 packages a day, while a larger facility could sort the same volume in about an hour. Throughput is not an indicator of quality but of volume. A small and basic sortation center requires an investment of $10 million and a larger one costs over $100 million. In 2019, DHL opened their biggest center with an investment of EUR 84 million, which can sort 500,000 packages per day to 240 destinations. On the other hand, several large companies often use smaller facilities instead because this model is in line with their business needs. Honeywell Intelligrated, Dematic and Intralox provide a wide range of conveyor system solutions.
Investment
Throughput
Types
Low Throughput Sorter
$0.75-1 million
Up to 6,000 packages per hour
Pop-up wheel belt, Sweeper
Medium Throughput Sorter
$2-4 million
12,000 packages per hour
Sliding shoe sorter
High Throughput Sorter
$6-10 million
Over 18,000 packages per hour
Tilt tray, cross belt
In summary, one can build five small sort centers and spread them around a city for $50 million or have one large centralized center for $50 million. A small sortation facility can be built in 6-8 months while a large center could take over 1.5 years. A basic sortation facility would require about $50,000 and a few days to disassemble. The cost of disassembly will increase as the sortation center gets larger.
Operating Costs
At the most basic level, the operating cost of a middle mile facility can be broken down into fixed and variable. While much of the fixed costs are largely governed by the company’s centralized or decentralized organization structure, variable costs are predominantly linked to the throughput rate of the material handling equipment at the facility. Smaller facilities often house a sweeper sorter that has an hourly throughput of 6,000 packages, whereas larger facilities can house multiple cross-belt sorters that can each sort over 25,000 packages per hour. The cost of sortation per package is further dependent on the size, shape, and weight of the package, and the sorters used. The type of sorter also dictates labor requirements and, hence, labor cost per package. The delivery cost of a package depends mostly on the weight and dimensions of the package and how far it is being delivered. Sortation centers perform the task of deconsolidation to consolidation only to undergo the same process in the last mile. Typically, the cost savings that the middle mile brings per package is higher at a larger facility compared to a smaller one. However, this does not necessarily mean that a smaller sortation facility will have lower ROI or a longer break-even period because smaller facilities require less startup investment compared to big facilities.
Although the middle mile operating cost is an important variable to consider, the overall operating cost for the company is what many decision-makers miss when evaluating capacity addition. This often happens because decisions are made in silos that ignore the impact on other parts of the company’s supply chain or business. As an example, recruitment for a sortation center that is located near a first mile warehouse could have cannibalizing effects. In a saturated labor market, hiring even 500 employees for a new facility at a higher than existing wage rate could drive up manpower cost for the first mile warehouse that had been in operation for years, which increases delivery costs and overall cost to the customer.
Delivery Time
There is an evident rush amongst retailers to get packages delivered to customers not only at the least cost but also in the least time. Most retailers, whether brick and mortar or online, continue to leverage 3PL to make their final mile delivery. With the addition of more middle mile facilities, delivery times can be lowered. Software based on machine learning and artificial intelligence is now being used more than ever before to optimize deliveries. Decision-makers should take advantage of this technology to run simulations and ascertain the least cost and delivery times to customers before investing in facilities.
Left: Several smaller facilities in the middle mile;Right: Fewer larger facilities in the middle mile
Economies of Scale & Scope
With lower investment requirements, there is opportunity to progressively scale by launching a smaller facility and then adding further capacity based on needs. A highly underrated factor, self-reflection based on a facility’s performance, which a company can use to improve their next project, is a very important point to consider. Knowledge from one facility, when applied to a new facility, is highly likely to boost ROI. Smaller facilities give companies an opportunity to experiment and run pilot projects, whereas larger ones have the opportunity to expand to other business lines during downtime or to utilize unused space such as for accepting customer returns.
Interrelations between a company and its supply chain are very important for progress. They provide coherency and a consistent framework for a company to work with. One of the many interrelated experiments that is used in facilities of the same company is Data Analysis. Data Analysis is crucial for the supply chain, and is used to replicate performance in other facilities and branches of a company.
Risk Assessment
Certain geographies have more favorable labor markets while others offer friendlier business environments. Fragmented distribution networks further help reduce localized risks, such as geo-political or geo-economical. The current COVID-19 pandemic has prompted us to think more deeply. With social distancing, government mandated and company enforced precautionary measures, facilities have seen a 25%-50% dip in capacity. Lockdowns have affected certain localized geographies at a time. Therefore, risk assessment has emerged as an even more important factor to consider.
Option 1: Several smaller facilities in the middle mile
Option 2: Fewer larger facilities in the middle mile
Investment
Lower investment per facility, but in aggregate maybe higher for the same capacity. Lower time and cost of disassembly.
High initial investment. Higher time and cost of disassembly.
Operating Costs
Typically, higher sortation cost per package
Typically, lower sortation cost per package
Delivery Time
Based on routing and proximity to customer
Based on routing and proximity to customer
Economies of scale & scope
Opportunities to progressively scale up and run pilot projects
Opportunity to expand to additional business lines
Risk Assessment
Diversified
Concentrated
Companies with deeper pockets could get the best of both worlds by launching larger facilities in higher density areas and smaller ones in lower density areas. While there is no definitive answer to the question, this article attempts to highlight key points to consider in order to facilitate more informed decisions.
Disclaimer: The views and opinions expressed in this article are those of the authors and do not necessarily reflect the official policy or position of any other agency, organization, employer or company. Assumptions made in the analysis are not reflective of the position of any entity other than the author(s). These views are always subject to change, revision, and rethinking at any time. Please do not hold them in perpetuity.
It’s almost Halloween, and if your town is anything like mine, your neighbors’ yards are already littered with ghosts, witches and tombstones.
Clearly some of us enjoy giving other people a scare. Just as clearly, some of us enjoy getting a scare.
I’m not one of them. I hate haunted houses. I avoid scary movies like the plague. And I once jumped on top of several eight-year-old members of the Girl Scout troop that I was leading in order to escape a haunted hayride’s zombie.
However, that doesn’t mean I’m not capable of (wo)manning up and facing my fears, especially it’s for a good cause, which is why ALAN’s executive director, Kathy Fulton and I recently put our heads together to create this short list of some of the scariest perceptions that people have about disasters and disaster relief.
Scary Perception Number One: “A Disaster Will Never Happen To Me.”
When people live in certain areas (i.e. far away from a hurricane-prone coast or earthquake fault lines) it’s easy for them to assume that they’re protected from many types of catastrophes – and to become dangerously casual about making disaster preparations or heeding safety warnings.
Frankly, this attitude scares the heck out of us, because if the last few years have taught us anything, it’s that disasters can take a wide variety of forms and strike at almost any time. And the people who fail to plan – or to take shelter/evacuate as requested – are much more likely to find themselves in harm’s way.
Scary Perception Number Two: “It’s Okay. The Government’s Got It Covered.”
There are so many things wrong with this second perception that it’s not even funny. For one thing, not every disaster survivor qualifies for FEMA government assistance. For another, some survivors aren’t eligible for as much government assistance as others. Plus it can take some time for FEMA to process all of the requests for assistance that it receives and to conduct all of the necessary inspections that need to be made before it can provide funds. And even then, these funds are limited.
It’s a similar story for disaster survivors who are fortunate enough to have homeowners’ or renters’ insurance.
That’s why the humanitarian response organizations that provide food, hydration, shelter and other supplies immediately after a disaster hits (and the non-profit organizations that help survivors fill in the short-term and long-term gaps that government assistance and insurance reimbursement don’t cover) are so essential. It’s also why the people who support them are an answer to prayer.
Scary Perception Three: “We’re Too Far Away To Be Of Help.”
One of the laments that we often hear from potential transportation, warehousing and material handling equipment donors is, “We’d have loved to help you with relief efforts for X community’s disaster. But we didn’t have any locations in the area.”
The sad thing is, we probably could have used their help – and so could many of the humanitarian organizations that we support.
When push comes to shove, these organizations can’t afford to split hairs about where their donated relief supplies come from, especially if those supplies extend or enable their relief efforts. They might even NEED those donations to come from another part of the country because many of their closer potential product donors may have already been tapped out.
In light of this, never underestimate the value of a long-distance contributed logistics offer. Relief supplies are often located much farther away from a disaster site than you might imagine. And the help that you’re offering might be just the ticket.
Scary Perception Four: “It’s Been A Few Months (Or Years). So Survivors Of That Particular Disaster Don’t Need Our Help Anymore.”
If individuals and communities recovered from disasters as quickly as their particular disasters stopped making headlines, life would be much easier for everyone. However as any disaster survivor can tell you, that’s rarely the case.
Disaster recovery is a super-long process that’s usually measured in months or years rather than days or weeks. And many of its costliest and most work-intensive stages like clean-up and rebuilding don’t start until long after the news and camera crews have left.
So don’t ever think that there’s no way you can help a community just because the disaster that affected it happened quite a while ago. Chances are, that’s when your compassion and assistance will be needed the most.
Scary Perception Five: “Helping With Disaster Relief Won’t Pay The Bills. As A Result, There’s Nothing To Be Gained From Our Business Making A Financial Or In-Kind Donation.”
While it may not initially seem like you have anything financial to gain from helping a community in need, nothing could be further from the truth, especially if that community is home to some of your employees, customers, suppliers or business operations.
The people who live in these communities can (and do) remember who showed up for them when times were tough – and so do many other members of the purchasing public. In fact, according to recent article in the MIT/Sloane Management Review, multiple studies have shown that corporate donations ultimately attract customers. And according to another recent article in the Harvard Business Review, consumers tend to favor companies that donate a larger share of their profits.
Is this why so many of our country’s most successful organizations are also some of the most philanthropic? Possibly. However, if that’s the case, it’s okay by us, because when generous businesses do what they can to help a community get back on its feet more quickly, everybody wins.
Fear Not
There’s far more I could add to this story. But time and Halloween-candy buying obligations don’t allow me to discuss them all. Besides, I want to end this story on a caring rather than a scaring note.
So I’ll leave you with this: Even though disasters seem to happen with frightening regularity, I’ve actually become a far braver person since joining the ALAN family several years ago. It’s taught me that when horrible things like hurricanes, tornadoes and pandemics happen, a lot of wonderful people show up to help – and reminded me that when things are at their most harrowing, there are always extraordinary people like you ready to come to the rescue.
Just don’t ask me to go on a spooky hayride anytime soon.
"Spot solutions are needed to help a company get through a sudden shock, but the only way to ensure agility and resilience going forward is by addressing systemic issues in a way that is intentional and focused on the long term and brings together clear priorities, well-designed repeatable processes, robust governance, and a skilled team." - Harvard Business Review
An article published by McKinsey & Co. in August observed, “over the past year, many companies have made structural changes to their supply networks by implementing dual or multiple sourcing strategies for critical materials and moving from global to regional networks.”
This structural change pivots on the difference between low cost and best cost. The shift extends through Tier 1 Suppliers through lower tiers. The intent of a low-cost supply chain strategy is to present a low price to customers. A best-cost strategy adds factors beyond cost to the equation, like risk, lead time, and responsiveness.
The McKinsey article continues, “Ninety-seven percent of respondents [to the survey] say they have applied some combination of inventory increases, dual sourcing, and regionalization to boost resilience.”
We offshored, losing sight of the associated risk, for decades. Time to learn what near-shore, re-shore, regionalization, and localization mean.
As global supply chains become increasingly complicated, there are now more digital connections and business collaborations in the global shipping industry than ever before. Holding freight data in opaque, disconnected silos and relying on outdated methods of communication is not just inefficient - it’s unsustainable.
The global supply chain is no longer a linear process. Whereas before it was simply about moving freight from point A to B, now there is now a multitude of options for transporting that freight, each with its own unique set of capabilities and constraints.
So, what do shippers really want from their logistics service providers? Two things: accurate information at their fingertips and the ability to conduct business and transact - without having to pick up a phone or wait for email replies. Digital customer-facing freight execution platforms are the answer, collecting the most relevant and up-to-date data from carriers on one side, and providing shippers with a simplified and accelerated process on the other.
Digital freight execution platforms also provide shippers with a unified view of their shipping options, giving them the data they need at a glance to make an informed decision for any particular shipment.
Plus, as we continue to navigate uncertain waters, shippers are increasingly seeking solutions to increase resilience. After all, if there’s anything the last few years have taught us, it’s to expect the unexpected. The organizations that were able to pivot fastest came out on top. The availability of accurate data and solutions to action that data are key building blocks to resiliency in the face of new and unexpected challenges. Supply chain optimization, especially today, hinges on accessible, up-to-the-minute data, shared and acted on to keep freight moving as successfully as possible.
Digital Freight Execution Puts Power in Shippers’ Hands
Increasingly, freight forwarders and logistics providers are giving their shipper customers access to online freight execution platforms for just this purpose.
Largely unheard of just a few short years ago, online freight execution tools for shippers have quickly emerged to become a must-have for established forwarders to compete with startup digital forwarders. Logistics providers can no longer afford to go without offering this critical customer tool which enables shippers to access crucial freight data online, including timely visibility of their freight on the move. Their shipper customers have come to expect it, and it’s what’s needed to compete in today’s market.
Traditional methods of communication between shippers and freight forwarders can be slow and inefficient. Email and phone tag are not conducive to fast decision-making, and sales representatives may not always have the most accurate information about fleets, equipment, and routes. Digital freight execution platforms enable shippers and carriers to communicate in real-time, facilitating fast decision-making while eliminating the potential for miscommunication.
As digital conveniences proliferate our day-to-day lives (think of ordering food online, tracking your latest purchase, viewing your favorite shows on-demand, and so much more), it only makes sense that we should expect similar experiences in our work lives. That means that the traditional way of working in the freight industry, fraught with manual processes, phone calls, and emails, simply doesn’t cut it in today’s digital-first world.
What’s more, with timely freight data, shippers are better equipped to quickly address exceptions by changing transportation plans. Supply chain disconnections are costly. Responding to exceptions is critical to a smooth-running supply chain where shipments arrive at their final destination as planned.
“An organization's ability to learn, and translate that learning into action rapidly, is the ultimate competitive advantage,” Jack Welch
One of the outstanding things about a digital freight platform is the ability to integrate various functional modules to enable shipment data to be used and shared. These may include tracking and visibility, warehouse inventory, ocean shipments, freight rates, and even finance information, enabling a shipper to pay invoices online. Customer-facing online portals are an important and effective way to facilitate a shippers’ access to key shipment information, improving visibility and productivity on all fronts.
Partnering for Sustainable Success
Partner programs are another important aspect of connected digital freight platforms. This openness to integrate with a broad range of shipping industry businesses, such as technology or service providers, offers shippers the ability to access their partners through their forwarders’ customer-facing freight execution portal. This enables the shipper to have a comprehensive and complete flow of key freight data based on their unique needs and partners.
For example, if a shipper is using a real-time transportation visibility (RTTV) system provider, they can work with their forwarder to integrate the RTTV solution with the forwarder’s digital platform. This is only possible when the forwarder has a partner program enabling integrations.
All parties involved with a shipment can boost productivity and enhance value for the customer when they’re digitally integrated with freight transaction operational areas and partner providers. Technology companies who try to wall off access to the data they manage for their customers and their functionality have it backwards: they might create an appearance of their own business interests being protected in the short term, but long term, they’re either going to hurt their customers, or, more likely, their own product development roadmap.
Recent supply chain challenges have pushed BCO shippers and their logistics partners to take a much closer look at cargo flows. Accessible, convenient, and transparent freight data is now the expectation and necessary to control costs and keep cargo in view for optimal supply chain management.
Digital freight execution is the wave of the future, and it's already making a big impact in the shipping industry. Streamlining data flows by building out connectivity helps to bring greater logistics harmony that allows shippers to optimize their overall freight ecosystem.
America’s posture in world trade, and the underlying supply chains, are more than robust. According to the U.S. Census Bureau and the U.S. Bureau of Economic Analysis, the United States balance of trade in goods and services deficit dropped to $70.6 billion in July. Exports hit the highest level in real dollars since tracking began over 70 years ago. During the recovery from Covid,, with reshoring and shifting market demands, are holding imports flat..
This success is happening despite the global disruption caused by Ukraine. Expect our labor shortages to continue. Expect wage pressure to continue. Expect inflationary pressures across the supply chain to continue.