This excerpt from the new book The Market-Driven Supply Chain explains what makes a productive and effective sales and operations planning (S&OP) team and outlines what that team should accomplish.
Robert P. Burrows III is founder, managing principal, and chief strategy officer of the On-Point group, a firm that applies the quantitative science of operations research to supply chain management.
Numbers are frightening. Working outside the comfort of your functional organization is frightening. So asking individuals to come together, use numbers to communicate, and achieve complete alignment of their plans with all other departments is very frightening.
Analytics resolve differences of opinion but are often seen as dispassionate. A behavior change is required to make analytics less frightening and even sought after. I have found that people will change their behavior if a consistent and well-reasoned approach is designed. One essential element in the process of accomplishing the behavioral change is to make the analytics standard and familiar month to month. Albert Einstein once said, "It is easy to make things complex; complex to make things simple." Simplicity is the key to familiarity and understanding.
In a collegial sales and operations planning (S&OP) team, the numbers are discussed, rather than personalities or opinions. Everyone's opinion is sought initially, but opinions must be supported by the numbers in the end. To have a collegial team, some basic team protocol is required. We define the elements of this protocol as we discuss the arduous monthly planning process design.
The 7 characteristics of strong teams
Great productivity and effective innovation emanate from teams if they are structured according to some disciplined rules. There are seven characteristics of a strong team for use in the month-to-month processes of market-savvy S&OP. A strong team is:
1. Well founded in analytics
Broadly cross-functional
Capable at problem solving
Composed of role players
Specifically tasked
Jointly accountable
Disciplined in approach}
Well founded in analytics
Teams work best when analytics rule the discussion. In keeping with our management by analytics principle, teams are a natural part of the market-savvy S&OP design. So often we find S&OP run by one department or dominated by sales lore or historical conventions that go unchallenged but drive decision making almost unwittingly. As an example, at almost all the medical technology companies I have worked with, the sales representatives insist that for every one set of devices delivered to an operating room, you actually need two sets just in case a nurse drops something. This doubles the inventory, of course, and causes all sorts of profit and cash-flow problems throughout the supply chain, but the notion goes unchallenged for the most part. If a cross-functional team studies the issue by asking the customer if two sets of everything are needed, the team is surprised to find the answer is almost always no.
When a meeting relies on subjectivity and the opinions of the most articulate, when the less-demonstrative participants are not encouraged to have a voice, when bias and prejudices dominate, it is not a team meeting. The meeting is a power struggle, and the power of the team is lost. A strong team culture calls out these issues and insists on analytics. A meeting that relies on facts presented in a way that encourages understanding and participation becomes a team meeting. In market-savvy S&OP, the team should have a standard set of analytics designed for communication and alignment, as detailed later in this chapter. S&OP is, at its core, all about alignment of each functional area's work to accomplish the strategy. The analytics must focus on alignment. For instance, a basic dashboard showing historical and future sales, production, and inventory is a display of whether or not the work of many functions is in alignment. If sales are going up and production is not following, plans are not aligned.
Given a standard set of analytics used each month, the team becomes comfortable with the information flow and gains an in-depth understanding of the information and its impact on accomplishing the team's purpose. Without a standard set of analytics, the individual members would normally present different numbers from a different set of starting points and assumptions each month, thus greatly reducing the communicative values. The analytics must be generated from a known base of data so everyone is comfortable with the accuracy. The team can then bypass the time-consuming and counterproductive discussions about whether the data are of value to instead focus on meaning and trends in the information.
Broadly cross-functional
The market-savvy S&OP team needs to have as senior a representation as possible from each functional area, including legal, finance, operations, logistics, marketing, sales, research and development (R&D), and planning. The cross-functional team, over time, becomes capable of looking at problem solving in a way that has strong potential for success because everyone's requirements are being addressed. Of importance is the fact no one is left out, so finger-pointing is minimized. The primary goal of market-savvy S&OP is alignment of each functional area to the customer's planning and operations. No one can be left out of the alignment process if a complete strategic implementation is to be achieved.
Capable at problem solving
The team will not be successful if it is always looking outside itself for creative ideas. Many companies find they need to change personnel to satisfy this requirement. In almost all of our engagements, this has been the case. The employees who have become dependent upon their own functional area exclusively for promotion prospects, increased status, comfort, and camaraderie are not good team players. Employees who are basically good businesspersons work well in teams because they seek perspective and insight. Problem solving requires looking for solutions that may be contrary to the accepted methods and policies. Problem-solving skills can be taught; the best approach is the long-proven scientific method. We use this rather than the techniques taught in Lean or Six Sigma (such as the cause-and-effect fishbone charting) because the issues in market-savvy S&OP are normally more complex than the ones for which these techniques are best suited.
We apply the standard method of problem solving using the simple progression DHSSD, which stands for Discover, Hypothesize, Simulate, Select, and Deploy. Simply stated, the Discover step is the current-state definition. Hypothesize is the examination of solution alternatives through a highly participative, cross-functional set of discussions. Simulate is where each alternative is reduced to numbers, and Select is the step in which risk of implementation is balanced with benefit potential. Finally, Deploy is when a final decision is made and action is taken. DHSSD is a technique that is attractive to senior managers because it requires financial analysis as well as creative thinking.
Composed of role players
A team must have at least one person capable of filling each of the following four roles: a decisive person, a salesperson, a quality-control person, and a loyal worker person. These roles are commonly found in a group of people but may not be found in a smaller unit of assigned team members. We actually use personality testing to determine who on the team fits each of the required roles. We then teach how each role works for the betterment of the team as a whole.
Team members must respect the need for each role and actively work to encourage one another in their natural roles. How should you deal with each of these people? To start, recognize that a team will not have its ideas and recommendations heard and approved without the salesperson, but the salesperson may not be the quality-control person. The quality-control person may be somewhat irritating, always pushing for details and refinements, but he or she ensures that the team is not brushing past important aspects of a problem. The team would work hard but never produce a report without a decision maker who keeps an eye on the bottom line, even though the decision maker may be misunderstood as insensitive. In addition, the team needs at least one, but probably many, loyal workers. These are the people who do the analyses, are always in the meetings and on time, and keep the lid on disagreements. They may also stay in analysis forever unless drawn to a conclusive point by the decision makers and salespeople. Don't ask a loyal worker person to give a presentation; he or she would rather just leave the team. Always recognize the salesperson, and let the quality control person show the numbers. The decision maker may be impatient with the team, so keep on point.
Specifically tasked
A team needs a very clear charter or purpose. The purpose statement should be a formal one with a good deal of joint thought going into its development at the very early stages of the team's life, such as days one and two. In market-savvy S&OP, each team has sole responsibility for one market segment. The purpose is defined by looking to the go-to-market strategy and the specific benefits defined in the strategy. Each team member should have one page that has the purpose statement written at the top, followed by the quantified goals/benefits, the names of the team members, the team's sponsor or responsible executive, the basic approach to be taken to do the business of the team, and a timeline to establish the monthly processes and to accomplish near-term and longer-term goals.
Jointly accountable
The team should be seen as a cohesive unit with each member accountable in tangible ways. In many cases, compensation systems need to be changed to fully realize this aspect of the team. Certainly, the team makes joint presentations to senior management and jointly defends recommendations. Team members cannot sit back and say, "Well, I don't agree, but you guys go ahead anyway." There also needs to be accountability between team members. Each person must be willing to submit to the authority of the team and become a team member in good standing.
Disciplined in approach
Discipline is composed of time commitment, meeting protocol, structure, and an ordered approach.
First, a time commitment is required. The process design must define how much time will normally be required each month from team members, and then the team members must arrange their schedules to meet those commitments. The strongest S&OP teams have essentially 100 percent attendance at meetings by senior members and the profit-center executive. The monthly cycle of multistep S&OP processes must be clearly stated and religiously followed. Market-savvy S&OP has a palpable rhythm and cadence that actually frees up more time than it consumes.
Second, a meeting protocol is essential. Cell phones, e-mail, etc., must be completely banned at team meetings. Having executives pull out for an important conference call or another meeting must be rare occurrences. This is a matter of respect for colleagues and the team priorities. People must come on time and prepared. Reports should be distributed or available on the team's shared website well ahead of the meeting in time for a proper review.
Third, a meeting structure is needed. The meetings should be scheduled months in advance, have specific agendas published at least a week in advance of the actual meeting dates, and have a stated time limit and a formal note-taking and follow-up process. A detailed, written record of the proceedings is a requirement. The output of the market-savvy S&OP process each month is very likely to require the electronic equivalent of a full four-inch, three-ring binder.
Finally, an ordered approach to the team's work is necessary. If the team is charged with developing a new path for one of the processes involved in S&OP, the ordered approach to the team's work will be more like a project in nature. If the team holds a group meeting monthly on an ongoing basis to lead a process such as S&OP monthly planning, the ordered approach is to follow the process design and to continually work on improving the process.
The first condition, time commitment, requires a generic structure. I have worked with the High Performance Management System (HPMS) developed by Richard C. Palermo Sr. in the 1970s and 1980s while he led Xerox Corporation to success in earning the Malcolm Baldrige National Quality Award. I have seen Palermo's system used very effectively in several major companies, with spectacular results. (You can pick up a book about HPMS for a thorough reading and understanding. I recommend Leadership ... A Return to Common Sense, by Richard C. Palermo Sr., published by Strategic Triangle Inc.) In essence, the practice starts with setting a vision, selecting a destination for the overall business, then selecting high-impact, revolutionizing things to implement. You can look at these revolutionizing things as the "vital few." Palermo points out that for a business to be successful, it must have excellence in three areas, as follows:
A Successful Business = Satisfied Customers + Motivated Employees + Satisfied Shareholders
One right thing or revolutionary idea needs to be defined for each of the three areas of a successful business stated in the equation above. A job ticket is then written for each of those ideas. The job ticket has eight major steps—always the same steps for each thing you choose to be one of the vital few things you do. The eight steps are as follows:
1. Write a purpose statement for the project with a quantified goal, if possible.
Define the major work steps, using the generic group at a minimum.
Select a team leader with passion about the project, a sponsor from senior management, and team members.
Document the current state, including doing benchmarking internally and externally.
Define the future state.
Develop a transition plan and gain approval from senior management to implement it.
Implement with high quality.
Monitor results.
These eight steps are always in the plan of work; some specific substeps will likely be needed as well. The first six steps should be completed in about six weeks, or at most nine weeks. Team members should be asked to devote a minimum of 25 percent of their time to the project during steps one through six, and very likely 50 percent or more.
The team approach is always founded on analytics. In HPMS, full participation by team members is required, and analytics are the rule. Teams, whether they are ongoing S&OP teams or project teams, work best when they have a foundation in facts rather than opinions. The effective team has an abundance of proper analytics upon which to draw conclusions and make decisions.
Editor's Note:The Market-Drive Supply Chain: A Revolutionary Model for Sales and Operations Planning in the New On-Demand Economy is available in both hardcover and electronic editions from Amazon.com, Barnes & Noble, and other booksellers.
ReposiTrak, a global food traceability network operator, will partner with Upshop, a provider of store operations technology for food retailers, to create an end-to-end grocery traceability solution that reaches from the supply chain to the retail store, the firms said today.
The partnership creates a data connection between suppliers and the retail store. It works by integrating Salt Lake City-based ReposiTrak’s network of thousands of suppliers and their traceability shipment data with Austin, Texas-based Upshop’s network of more than 450 retailers and their retail stores.
That accomplishment is important because it will allow food sector trading partners to meet the U.S. FDA’s Food Safety Modernization Act Section 204d (FSMA 204) requirements that they must create and store complete traceability records for certain foods.
And according to ReposiTrak and Upshop, the traceability solution may also unlock potential business benefits. It could do that by creating margin and growth opportunities in stores by connecting supply chain data with store data, thus allowing users to optimize inventory, labor, and customer experience management automation.
"Traceability requires data from the supply chain and – importantly – confirmation at the retail store that the proper and accurate lot code data from each shipment has been captured when the product is received. The missing piece for us has been the supply chain data. ReposiTrak is the leader in capturing and managing supply chain data, starting at the suppliers. Together, we can deliver a single, comprehensive traceability solution," Mark Hawthorne, chief innovation and strategy officer at Upshop, said in a release.
"Once the data is flowing the benefits are compounding. Traceability data can be used to improve food safety, reduce invoice discrepancies, and identify ways to reduce waste and improve efficiencies throughout the store,” Hawthorne said.
Under FSMA 204, retailers are required by law to track Key Data Elements (KDEs) to the store-level for every shipment containing high-risk food items from the Food Traceability List (FTL). ReposiTrak and Upshop say that major industry retailers have made public commitments to traceability, announcing programs that require more traceability data for all food product on a faster timeline. The efforts of those retailers have activated the industry, motivating others to institute traceability programs now, ahead of the FDA’s enforcement deadline of January 20, 2026.
Inclusive procurement practices can fuel economic growth and create jobs worldwide through increased partnerships with small and diverse suppliers, according to a study from the Illinois firm Supplier.io.
The firm’s “2024 Supplier Diversity Economic Impact Report” found that $168 billion spent directly with those suppliers generated a total economic impact of $303 billion. That analysis can help supplier diversity managers and chief procurement officers implement programs that grow diversity spend, improve supply chain competitiveness, and increase brand value, the firm said.
The companies featured in Supplier.io’s report collectively supported more than 710,000 direct jobs and contributed $60 billion in direct wages through their investments in small and diverse suppliers. According to the analysis, those purchases created a ripple effect, supporting over 1.4 million jobs and driving $105 billion in total income when factoring in direct, indirect, and induced economic impacts.
“At Supplier.io, we believe that empowering businesses with advanced supplier intelligence not only enhances their operational resilience but also significantly mitigates risks,” Aylin Basom, CEO of Supplier.io, said in a release. “Our platform provides critical insights that drive efficiency and innovation, enabling companies to find and invest in small and diverse suppliers. This approach helps build stronger, more reliable supply chains.”
Logistics industry growth slowed in December due to a seasonal wind-down of inventory and following one of the busiest holiday shopping seasons on record, according to the latest Logistics Managers’ Index (LMI) report, released this week.
The monthly LMI was 57.3 in December, down more than a percentage point from November’s reading of 58.4. Despite the slowdown, economic activity across the industry continued to expand, as an LMI reading above 50 indicates growth and a reading below 50 indicates contraction.
The LMI researchers said the monthly conditions were largely due to seasonal drawdowns in inventory levels—and the associated costs of holding them—at the retail level. The LMI’s Inventory Levels index registered 50, falling from 56.1 in November. That reduction also affected warehousing capacity, which slowed but remained in expansion mode: The LMI’s warehousing capacity index fell 7 points to a reading of 61.6.
December’s results reflect a continued trend toward more typical industry growth patterns following recent years of volatility—and they point to a successful peak holiday season as well.
“Retailers were clearly correct in their bet to stock [up] on goods ahead of the holiday season,” the LMI researchers wrote in their monthly report. “Holiday sales from November until Christmas Eve were up 3.8% year-over-year according to Mastercard. This was largely driven by a 6.7% increase in e-commerce sales, although in-person spending was up 2.9% as well.”
And those results came during a compressed peak shopping cycle.
“The increase in spending came despite the shorter holiday season due to the late Thanksgiving,” the researchers also wrote, citing National Retail Federation (NRF) estimates that U.S. shoppers spent just short of a trillion dollars in November and December, making it the busiest holiday season of all time.
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, the two sides remain at odds over provisions related to the deployment of semi-automated technologies like rail-mounted gantry cranes, according to an analysis by the Kansas-based 3PL Noatum Logistics. The ILA has strongly opposed further automation, arguing it threatens dockworker protections, while the USMX contends that automation enhances productivity and can create long-term opportunities for labor.
In fact, U.S. importers are already taking action to prevent the impact of such a strike, “pulling forward” their container shipments by rushing imports to earlier dates on the calendar, according to analysis by supply chain visibility provider Project44. That strategy can help companies to build enough safety stock to dampen the damage of events like the strike and like the steep tariffs being threatened by the incoming Trump administration.
Likewise, some ocean carriers have already instituted January surcharges in pre-emption of possible labor action, which could support inbound ocean rates if a strike occurs, according to freight market analysts with TD Cowen. In the meantime, the outcome of the new negotiations are seen with “significant uncertainty,” due to the contentious history of the discussion and to the timing of the talks that overlap with a transition between two White House regimes, analysts said.
That percentage is even greater than the 13.21% of total retail sales that were returned. Measured in dollars, returns (including both legitimate and fraudulent) last year reached $685 billion out of the $5.19 trillion in total retail sales.
“It’s clear why retailers want to limit bad actors that exhibit fraudulent and abusive returns behavior, but the reality is that they are finding stricter returns policies are not reducing the returns fraud they face,” Michael Osborne, CEO of Appriss Retail, said in a release.
Specifically, the report lists the leading types of returns fraud and abuse reported by retailers in 2024, including findings that:
60% of retailers surveyed reported incidents of “wardrobing,” or the act of consumers buying an item, using the merchandise, and then returning it.
55% cited cases of returning an item obtained through fraudulent or stolen tender, such as stolen credit cards, counterfeit bills, gift cards obtained through fraudulent means or fraudulent checks.
48% of retailers faced occurrences of returning stolen merchandise.
Together, those statistics show that the problem remains prevalent despite growing efforts by retailers to curb retail returns fraud through stricter returns policies, while still offering a sufficiently open returns policy to keep customers loyal, they said.
“Returns are a significant cost for retailers, and the rise of online shopping could increase this trend,” Kevin Mahoney, managing director, retail, Deloitte Consulting LLP, said. “As retailers implement policies to address this issue, they should avoid negatively affecting customer loyalty and retention. Effective policies should reduce losses for the retailer while minimally impacting the customer experience. This approach can be crucial for long-term success.”