You don?t need to be a corporate giant to save big on supply chain costs. These seven areas offer significant savings opportunities for companies of all sizes and across all industries.
Profits for your company can rocket upward if you achieve sufficient savings in supply chain costs. It's not uncommon for a concerted effort to yield annual savings of between US $2 million and $10 million, depending on the size of the company.
To achieve that degree of savings, though, you have to know where to look. As this article will discuss, there are seven areas that consistently offer opportunities for supply chain cost savings for businesses of all sizes and across all industries. Because these seven opportunities apply to almost every aspect of supply chain management, you can be systematic in your approach to improvement. This is important given the broad scope of the supply chain, which extends beyond your company to include both suppliers and customers. A systematic approach also is important because of the variable requirements supply chain managers must manage: big volume and small volume; large orders and small orders; frequent and less frequent deliveries; special handling needs; temperature control; city and country locations ... and the list goes on.
Before you look at opportunities for supply chain cost savings, though, consider this: The scope and variability of supply chain activities means that anybody who is in business to make a profit needs to understand the "cost to serve" for the different types of customers and the different types of products and services your company provides to them. Here are just three examples that show how the supply chain cost to serve customers varies depending on the type of business:
Cement. Delivery of building products, particularly to building sites, is complex. Very often delivery times must be precise, as workers and equipment are booked for a specific time period to handle the delivery.
Supermarkets. Constraints often exist not only for delivery time, but also for the configuration of the product. Many supermarkets demand only one product per pallet.
Home delivery. Distribution is potentially complex and costly, not only because the order size and value can be quite low (and so the cost for distribution as a percentage of sales is high), but also because the customer is often not at home. This leads to redelivery and even more cost.
As the variability seen in these examples suggests, it is paramount that you first understand the dynamics of your customer base so that you can design your service offering to meet their needs at a sensible cost. If you fail to identify customer needs correctly, you will supply the wrong service at the wrong cost. The danger is, then, that your customers will leave you or you will go bankrupt—or both.
With a systematic approach and an understanding of your cost to serve in mind, let's consider the seven areas that consistently offer opportunities for cost savings for every company, no matter how big or small.
1. Customer service Give customers what they really want, not just what you think they want.
Your customers? requirements should shape your supply chain strategy and structure. It?s a straightforward application of marketing principles: provide customers with what they need and avoid adding costs for things for which they see no value. Although this sounds simple, real-life examples of companies that get it back-to-front are numerous. Here are some that I have observed.
Example 1: One company provided next-day delivery to all of its customers—even though not every customer needed or wanted it. The company was wasting money on express transport by "overservicing" some of its accounts.
Example 2: "On Monday we deliver to the North, on Tuesday we deliver to the West, on Wednesday we deliver to the East, on Thursday we deliver to the South ... and on Friday we do emergency deliveries!" The auto products distributor that followed this practice had no customer service policy or discipline, and it sacrificed customer satisfaction for its own ease of transport planning.
Example 3: To pacify customers calling in with complaints, a distributor gave them free delivery. The loss of revenue for the distributor over the course of a year came to US $500,000. Both the distributor and its customers would have been better off if the distributor had eliminated the complaints by ensuring that the underlying problems did not happen again.
It's important to remember that when customers see value in a particular level of service, they will expect to pay for it—indeed, they will be happy to pay for it when it helps them to run their own businesses better. Make sure the whole of your organization understands this, so that the benefits of aligning customer service to customer requirements can be achieved: more sales, more profits, and more customer loyalty.
2. Supply chain strategy Objectives should drive strategy, and strategy should drive tactics—not the reverse.
Once you have a clear understanding of your customers' needs, you can move on to defining a supply chain strategy that will achieve your business objectives while delivering on your customer service promise.
If you?re wondering whether your own company has taken the right approach, then ask yourself if any of the following problems have been occurring:
You have no documented or generally understood supply chain strategy.
Your company thinks of ?supply chain? as being restricted to one or two functional departments (for example, purchasing and manufacturing) instead of involving the company in general (including logistics, marketing, sales, research and development, and so on).
There is internal and external customer dissatisfaction relative to costs and services.
Many supply chain projects are managed in ?silos,? meaning individual functional departments.
A supply chain strategy is a living thing. It must be adaptable and change to meet evolving business and customer needs, and it needs to be flexible enough (or at least encourage sufficient flexibility) to drive optimal tactical and operational decisions. Yet whatever phase it is in, a supply chain strategy also needs to be clear and precise. If it is, then you can immediately decide whether to take a particular action by asking yourself, ?does this fit with our strategic imperatives??
When your strategic imperatives are correctly defined and your tactics and operations fit these imperatives, then you avoid wasting money on actions that do not make a relevant contribution to your bottom line.
3. Sales and operations planning (S&OP) Get your process right first, and define your systems after.
S&OP is a process that shares information and brings people together in a structured, single plan that is defined across the functional departments. People often confuse S&OP with complex, expensive software tools, but the process comes first, not the system. If you haven?t thought out your process properly, then even the most expensive software in the world won?t save you.
S&OP is a straightforward concept but it is not an easy one to carry out. Signs that you might have a problem with your S&OP process include:
High levels of ?SLOB? (SLow moving OBsolete) stock
Frequent changes to your demand plan and master production schedule
Wild proliferation of SKUs (stock-keeping units)
Excessive stockouts
Poor forecast accuracy—or no forecasting at all
Improving the situation can sometimes be surprisingly simple. For one auto parts distributor, for example, a small change in its forecasting algorithm turned out to be a major step forward, even though it was still using a plethora of spreadsheets to predict demand for more than 20,000 stock-keeping units (SKUs).
For other companies, the solution may be more complex, starting with developing longer-term planning horizons, categorizing products by sales volume, and setting up ?time fences? for production (rolling deadlines to determine whether changes can still be made to sales forecasts or if the purchasing and production plans can no longer be altered).
What kind of cost-related benefits can you expect when you achieve success with your S&OP process? The benefits include improved availability and stock turns; less ?fire-fighting? and expediting; and, of course, improved sales and profits.
4. Supply chain network design Keep costs down and reliability up by designing your network to minimize product handling.
Think of the shape of your physical supply chain network as being determined by two ?bookends?: your customers and your suppliers. Your customer base and the service you provide to them on one end and the location of your suppliers on the other dictate where you hold stock to service your customers. The more unreliable the network—because of suppliers being farther away, for example—the more stock needs to be held in your network to ensure service continuity.
But that?s something you want to avoid, because one of the most important requirements for an efficient and cost-effective distribution network is to minimize product handling. Each ?touch? between the point of supply and the customer incurs cost and increases the risk of error and damage. Inadequate network design can lead to excessive handling, too many stock locations, and poor utilization of your distribution centers. The results are high distribution costs and poor customer service.
The blueprint for achieving a design that minimizes ?touches? while meeting your service commitments can be succinctly outlined this way:
Establish customer service offers (your first
?bookend?)
Customer locations and lead time
Service expectations
Establish supply points/lead times (your other ?bookend?)
Identify current network performance
Facility costs
Inventory costs
Transport costs (inbound and outbound)
Service performance
Test and quantify alternatives for least-cost networks
Consider network transformation, if the benefit will be large enough
To achieve even the simplest revision of a supply chain network requires network modeling software and careful analysis. Appropriate analytical tools will allow you to test a wide range of cost and service options to ensure that you use optimal networks and that sensitivities such as demand increases, fuel cost increases, or changes to the customer service offer are checked.
5. Outsourcing Both parties can benefit from a healthy and proactive partnership.
Eighty-five percent or more of businesses outsource some part of their supply chain operation or management. The two functions that are outsourced most often are warehousing and transport. A common reason for this is that management believes the company will save money by outsourcing. This is not always the case, of course, but cost savings can come about if the service provider is more efficient or skilled in performing the required services than the company is.
Besides saving money, other reasons include:
The service being outsourced is not core to the business and a ?distraction? for management.
Operations are rapidly expanding, and outsourcing provides an effective means of quickly accessing more space, technology, or other resources.
The business requires a degree of flexibility in resourcing and a more variable cost structure, either in resource numbers or type.
The business needs access to specialized skills, equipment, or technology and does not want to invest in those assets directly.
The most important element to get right is the service specification, which includes elements such as frequency and volume of delivery, any special conditions such as packaging, handling, and temperature control, and so on. The initial step of defining this service specification is typically enough to avoid the majority of outsourcing issues, such as higher-than-expected costs, poor service, or misaligned expectations.
A successful outsourcing relationship is characterized by both parties getting what they want through a healthy and proactive partnership. As the customer, you get consistent service at a cost within expectations (and the possibility of a lower cost overall), and your service provider makes the expected profit margins.
6. Asset utilization Get more productivity out of fewer assets.
As a general rule, the more assets you can use within any 24-hour period, the better. Underutilized assets, such as vehicle fleets, facilities, or inventory, mean inefficiency and poor return on investment. Changing the way assets are used or whether they are owned or leased can resolve these issues, as the following examples show:
Instead of making early-morning deliveries and leaving their truck fleets idle for the rest of the day, some bakeries use fewer trucks and spread their deliveries out during the course of the day. Supermarkets get periodic ?top-ups,? food-service businesses can get deliveries later in the day, and some customers may be willing to take deliveries in the evening.
A major retailer outsourced its delivery fleet, which delivered merchandise from its distribution centers to its stores. The original rate structure was a ?truck rate?: for each vehicle that performed deliveries, a flat fee was paid regardless of how full it was. This hardly encouraged the transport company to utilize the fleet efficiently. Now the rate has been changed to a pallet rate; fleet efficiency has gone up and costs to the retailer have gone down.
A very large beverage manufacturer experiences a peak in business at Christmastime. Providing sufficient warehouse capacity to accommodate this peak within its own network would mean very low space utilization at other times of the year. During the build-up to Christmas, therefore, it rents additional warehousing capacity to handle the seasonal peak. It only pays for the extra capacity it needs for a month or two, rather than for the whole year.
7. Performance Measurement Measure what is strategically important so that you can manage and improve it.
What really matters to your business is your supply chain ?end game? objectives. That?s what you need to manage, regularly and consistently, so that you can set realistic targets for improvement. You then choose the corresponding key performance indicators (KPIs) that let you measure your performance compared to your targets. You also embed them in the culture of your organization, with the clear understanding that they are there to serve your objectives, and not the reverse.
Different organizations will have different KPIs. What works well for one may not be relevant for another, so resist the temptation to copy what another company uses. Go through the process of setting your own objectives and targets, and then defining KPIs that give you the right measurement of your own performance.
You?ll know if you have good supply chain KPIs
when the following are true:
KPIs are recognized in your organization as ?meaningful and relevant.?
KPIs are tracked and understood across functional departments.
KPIs are used to focus on and drive performance improvement.
And last—but by no means least—supply chain performance is improving!
Improved supply chain performance means that you get a better return on your investment—or similar performance as before, but for less money.
Basic principles still apply
In my experience, when companies focus on these seven areas of supply chain management, very often they easily uncover significant cost savings. Not all of these areas may need ?fixing? in your own business. However, in almost every company, at least two or three are likely to be worth investigating for potential improvement. No matter which areas you choose to concentrate on, the most basic principles of effective supply chain management will still apply: understanding customer needs, defining the right company objectives and strategy, executing on that strategy, and measuring the results so as to be able to continually improve the whole process.
Excerpted by permission from the forthcoming book Supply Chain Secrets: The number one guide to saving your business millions, by Rob O'Byrne, to be published in July 2011 by Global Publishing Group (Australia).
The launch is based on “Amazon Nova,” the company’s new generation of foundation models, the company said in a blog post. Data scientists use foundation models (FMs) to develop machine learning (ML) platforms more quickly than starting from scratch, allowing them to create artificial intelligence applications capable of performing a wide variety of general tasks, since they were trained on a broad spectrum of generalized data, Amazon says.
The new models are integrated with Amazon Bedrock, a managed service that makes FMs from AI companies and Amazon available for use through a single API. Using Amazon Bedrock, customers can experiment with and evaluate Amazon Nova models, as well as other FMs, to determine the best model for an application.
Calling the launch “the next step in our AI journey,” the company says Amazon Nova has the ability to process text, image, and video as prompts, so customers can use Amazon Nova-powered generative AI applications to understand videos, charts, and documents, or to generate videos and other multimedia content.
“Inside Amazon, we have about 1,000 Gen AI applications in motion, and we’ve had a bird’s-eye view of what application builders are still grappling with,” Rohit Prasad, SVP of Amazon Artificial General Intelligence, said in a release. “Our new Amazon Nova models are intended to help with these challenges for internal and external builders, and provide compelling intelligence and content generation while also delivering meaningful progress on latency, cost-effectiveness, customization, information grounding, and agentic capabilities.”
The new Amazon Nova models available in Amazon Bedrock include:
Amazon Nova Micro, a text-only model that delivers the lowest latency responses at very low cost.
Amazon Nova Lite, a very low-cost multimodal model that is lightning fast for processing image, video, and text inputs.
Amazon Nova Pro, a highly capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks.
Amazon Nova Premier, the most capable of Amazon’s multimodal models for complex reasoning tasks and for use as the best teacher for distilling custom models
Amazon Nova Canvas, a state-of-the-art image generation model.
Amazon Nova Reel, a state-of-the-art video generation model that can transform a single image input into a brief video with the prompt: dolly forward.
Economic activity in the logistics industry expanded in November, continuing a steady growth pattern that began earlier this year and signaling a return to seasonality after several years of fluctuating conditions, according to the latest Logistics Managers’ Index report (LMI), released today.
The November LMI registered 58.4, down slightly from October’s reading of 58.9, which was the highest level in two years. The LMI is a monthly gauge of business conditions across warehousing and logistics markets; a reading above 50 indicates growth and a reading below 50 indicates contraction.
“The overall index has been very consistent in the past three months, with readings of 58.6, 58.9, and 58.4,” LMI analyst Zac Rogers, associate professor of supply chain management at Colorado State University, wrote in the November LMI report. “This plateau is slightly higher than a similar plateau of consistency earlier in the year when May to August saw four readings between 55.3 and 56.4. Seasonally speaking, it is consistent that this later year run of readings would be the highest all year.”
Separately, Rogers said the end-of-year growth reflects the return to a healthy holiday peak, which started when inventory levels expanded in late summer and early fall as retailers began stocking up to meet consumer demand. Pandemic-driven shifts in consumer buying behavior, inflation, and economic uncertainty contributed to volatile peak season conditions over the past four years, with the LMI swinging from record-high growth in late 2020 and 2021 to slower growth in 2022 and contraction in 2023.
“The LMI contracted at this time a year ago, so basically [there was] no peak season,” Rogers said, citing inflation as a drag on demand. “To have a normal November … [really] for the first time in five years, justifies what we’ve seen all these companies doing—building up inventory in a sustainable, seasonal way.
“Based on what we’re seeing, a lot of supply chains called it right and were ready for healthy holiday season, so far.”
The LMI has remained in the mid to high 50s range since January—with the exception of April, when the index dipped to 52.9—signaling strong and consistent demand for warehousing and transportation services.
The LMI is a monthly survey of logistics managers from across the country. It tracks industry growth overall and across eight areas: inventory levels and costs; warehousing capacity, utilization, and prices; and transportation capacity, utilization, and prices. The report is released monthly by researchers from Arizona State University, Colorado State University, Rochester Institute of Technology, Rutgers University, and the University of Nevada, Reno, in conjunction with the Council of Supply Chain Management Professionals (CSCMP).
Specifically, 48% of respondents identified rising tariffs and trade barriers as their top concern, followed by supply chain disruptions at 45% and geopolitical instability at 41%. Moreover, tariffs and trade barriers ranked as the priority issue regardless of company size, as respondents at companies with less than 250 employees, 251-500, 501-1,000, 1,001-50,000 and 50,000+ employees all cited it as the most significant issue they are currently facing.
“Evolving tariffs and trade policies are one of a number of complex issues requiring organizations to build more resilience into their supply chains through compliance, technology and strategic planning,” Jackson Wood, Director, Industry Strategy at Descartes, said in a release. “With the potential for the incoming U.S. administration to impose new and additional tariffs on a wide variety of goods and countries of origin, U.S. importers may need to significantly re-engineer their sourcing strategies to mitigate potentially higher costs.”
Grocers and retailers are struggling to get their systems back online just before the winter holiday peak, following a software hack that hit the supply chain software provider Blue Yonder this week.
The ransomware attack is snarling inventory distribution patterns because of its impact on systems such as the employee scheduling system for coffee stalwart Starbucks, according to a published report. Scottsdale, Arizona-based Blue Yonder provides a wide range of supply chain software, including warehouse management system (WMS), transportation management system (TMS), order management and commerce, network and control tower, returns management, and others.
Blue Yonder today acknowledged the disruptions, saying they were the result of a ransomware incident affecting its managed services hosted environment. The company has established a dedicated cybersecurity incident update webpage to communicate its recovery progress, but it had not been updated for nearly two days as of Tuesday afternoon. “Since learning of the incident, the Blue Yonder team has been working diligently together with external cybersecurity firms to make progress in their recovery process. We have implemented several defensive and forensic protocols,” a Blue Yonder spokesperson said in an email.
The timing of the attack suggests that hackers may have targeted Blue Yonder in a calculated attack based on the upcoming Thanksgiving break, since many U.S. organizations downsize their security staffing on holidays and weekends, according to a statement from Dan Lattimer, VP of Semperis, a New Jersey-based computer and network security firm.
“While details on the specifics of the Blue Yonder attack are scant, it is yet another reminder how damaging supply chain disruptions become when suppliers are taken offline. Kudos to Blue Yonder for dealing with this cyberattack head on but we still don’t know how far reaching the business disruptions will be in the UK, U.S. and other countries,” Lattimer said. “Now is time for organizations to fight back against threat actors. Deciding whether or not to pay a ransom is a personal decision that each company has to make, but paying emboldens threat actors and throws more fuel onto an already burning inferno. Simply, it doesn’t pay-to-pay,” he said.
The incident closely followed an unrelated cybersecurity issue at the grocery giant Ahold Delhaize, which has been recovering from impacts to the Stop & Shop chain that it across the U.S. Northeast region. In a statement apologizing to customers for the inconvenience of the cybersecurity issue, Netherlands-based Ahold Delhaize said its top priority is the security of its customers, associates and partners, and that the company’s internal IT security staff was working with external cybersecurity experts and law enforcement to speed recovery. “Our teams are taking steps to assess and mitigate the issue. This includes taking some systems offline to help protect them. This issue and subsequent mitigating actions have affected certain Ahold Delhaize USA brands and services including a number of pharmacies and certain e-commerce operations,” the company said.
Editor's note:This article was revised on November 27 to indicate that the cybersecurity issue at Ahold Delhaize was unrelated to the Blue Yonder hack.
The new funding brings Amazon's total investment in Anthropic to $8 billion, while maintaining the e-commerce giant’s position as a minority investor, according to Anthropic. The partnership was launched in 2023, when Amazon invested its first $4 billion round in the firm.
Anthropic’s “Claude” family of AI assistant models is available on AWS’s Amazon Bedrock, which is a cloud-based managed service that lets companies build specialized generative AI applications by choosing from an array of foundation models (FMs) developed by AI providers like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon itself.
According to Amazon, tens of thousands of customers, from startups to enterprises and government institutions, are currently running their generative AI workloads using Anthropic’s models in the AWS cloud. Those GenAI tools are powering tasks such as customer service chatbots, coding assistants, translation applications, drug discovery, engineering design, and complex business processes.
"The response from AWS customers who are developing generative AI applications powered by Anthropic in Amazon Bedrock has been remarkable," Matt Garman, AWS CEO, said in a release. "By continuing to deploy Anthropic models in Amazon Bedrock and collaborating with Anthropic on the development of our custom Trainium chips, we’ll keep pushing the boundaries of what customers can achieve with generative AI technologies. We’ve been impressed by Anthropic’s pace of innovation and commitment to responsible development of generative AI, and look forward to deepening our collaboration."