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To build an outside-in model, and use new forms of analytics, we must start the discussion with the question of, “what drives value?” ” Traditional planning models optimize functional processes to improve cost and customer service. You are right. The answer is not th e Gartner Top 25.
SAP is embedding its generative Joule across the SAP Ariba source-to-pay solution portfolio to make it easier for their customers to manage routine inquiries, such as status updates, summarization, and frequently asked questions. The Warner Music Group was an early adopter. Their copilot-style solution is known as Joule.
From sourcing and bid evaluation to warehouse slotting and dynamic routing, AI tools support faster and more consistent outcomes by processing large volumes of operational data and identifying patterns that human decision-makers may overlook. These capabilities are now being integrated into mainstream TMS, WMS, and ERP platforms.
Strategic sourcing and innovative solutions are often viewed as two distinct procurement tools, but they should not be seen in isolation. Think of them as apples and gearseach essential and effective on its own, yet when combined; they create a formidable mechanism for achieving procurement excellence.
In follow-up qualitative interviews, one of the largest issues with organizational alignment was metric definition and a clear definition of supply chain excellence. In my post Mea Culpa, I reference my work with the Gartner Supply Chain Hierarchy of Metrics. Error is error, but is it the most important metric? My answer is no.
In a previous post , I made a case for how the Chief Supply Chain Officer (CSCO) and Chief Procurement Officer (CPO) are smarter together. Accordingly Supply Chain and Procurement will need continuous collaboration. Such sourcing events can be in the context of direct materials or logistics capacity.
GEP and the North Carolina State University (NCSU) Supply Chain Resource Cooperative surveyed supply chain, procurement and IT professionals across a range of industries to gain insight into their priorities and strategies regarding supply chain resilience and optimization. Alex Zhong, Director Product Marketing at GEP.
It is crucial for organizations to understand the importance of Purchase Order collaboration to effectively manage their direct spend, optimize operations, and mitigate risks. From natural disasters to geopolitical tensions and the ongoing COVID-19 pandemic, supply chains have been significantly impacted.
Wikipedia In 2014, I was exploring methods to publish what is now the Supply Chains To Admire report. The use of orbit charts allowed me to see the patterns of performance at the intersection of metrics over time. By charting the performance against peer groups, I could see the story. We purchase data from Y charts. (A
If you answer the survey, I will gladly give you a custom analysis of your organization against the peer group. The financial teams, and the Information Technology (IT) groups, did not see alignment gaps, but the supply chain teams felt them and viewed them as a critical performance issue. Functional Metrics.
At each company, there is a relationship between the metrics of growth, margin, inventory, customer service, and asset strategy. For the purpose of this article, I will use Return on Invested Capital (ROIC) as the proxy metric to discuss asset utilization.) Understanding this relationship requires modeling. (A A Case Study.
Optimizing fulfillment requires a series of steps to get a shipment from its source to the end customer. These steps include sourcing and receiving inventory, storing inventory, order processing, picking and packing an order, shipping the order, and returns management. The ability to meet fulfillment goals is impeded by several issues.
Procurement and Supply Chain Management are essential functions that can help companies navigate these challenges, but they are often siloed and operate in separate departments. Their metrics are often misaligned as well – supply chain focuses on service and procurement focuses on the cost of acquiring materials and services.
Small companies may also lack the resources to create a dedicated procurement team for proper sourcing and supplier vetting. Grouppurchasing organizations can be the perfect way for these companies to increase cost savings. Keep reading to learn: What is a grouppurchasing organization?
The idea is that data points within a group share similar properties, and each group is different (statistically speaking) from another. There is so much data, and to make use of it, we need to use data mining and analytics to drive meaningful insights that can be put to some good use. The retail industry is rich with data.
The discipline, first defined in 1982, includes source, make, deliver, and planning functions. One of my favorite supply chain leaders has a stack of Palantir reports in black binders on his desk. Kinaxis Purchase of Rubikloud. Kinaxis Purchase of Rubikloud. The Rubikloud acquisition was a $60M cash purchase.
Since January, Canadians’ weekly grocery trips have become a real-time indicator for the potential impacts of tariffs as shoppers have responded to threats with a showcase of buying power, prioritizing nationally sourced and manufactured products even before a single tariff was enacted. goods were “ rapidly dropping.”
Definition: Category management is a systematic way to organize and supervise groups of products or services within a company. Businesses often use it in retail and purchasing. In category management, you sort items with similar characteristics and treat each group as a separate unit.
Companies often push aside procurement compliance to focus on more pressing issues. No wonder—procurement often gets tedious and burdened with time-consuming processes. However, ignoring procurement compliance is like ignoring a ticking time bomb. Scroll down to find out: What is procurement compliance?
In today’s dynamic market, procurement is far more than just a buying and purchasing center. Forward-thinking organizations have transformed the department into an untapped gold mine that creates value for the entire end-to-end manufacturing process—from design and sourcing to production and delivery.
At the same time, the Chief Purchasing Officer (CPO) has taken on a pivotal role by securing Personal Protective Equipment (PPE) to protect the workforce and direct materials when primary sources fail. As disruptions become the norm, Supply Chain Planning and Source-to-Pay (S2P) cycles need to be increasingly dynamic and intertwined.
Below are the individual web links and prime takeaway messages from each of our prior postings: Part One : Michael observed that standard sourcing solutions struggle to support direct materials sourcing because of specific challenges in legacy software design.
According to a survey by ARC Advisory Group, only 10% of industrial companies are ready to apply artificial intelligence/machine learning. They prepare equipment for maintenance, do isolation (disconnect a piece of equipment from the flow of chemicals by closing valves), look at quality or reliability metrics, and do rounds.
I know that your primary focus is procurement. Or planned orders to purchase orders?) Similarly, groups still believe that the world is flat even though Pythagoras in the 6th century BC and Parmenides in the 5th century BC determined that the earth was a sphere. Go to the source. ” Anna, this blog post is for you.
PwC reports that almost half of assets under management are held by investment firms committed to decarbonization. Similarly, UPS has strong commitments to sustainability and invests in many options, such as alternative fuel vehicles, e-cycles in dense cities, and carbon offsets for purchase with shipping. Buffering creates waste.
Scale drives profitability,” Turner told a group of industry analysts on April 22 nd , the day before the Coupa Inspire user conference began. This technology allows businesses to unify their procurement, expense management, invoicing, payments, sourcing, contract management, and spend analysis processes and reporting.
Descartes Announces Fiscal 2026 First Quarter Financial Results WATERLOO, Ontario and ATLANTA, Georgia, June 4, 2025 (GLOBE NEWSWIRE) – The Descartes Systems Group Inc. Issuances of common shares, net of issuance costs 3.6 The purchase price for the acquisition was approximately $112.7 Additions to property and equipment (1.9)
In todays complex and often volatile global environment, procurement leaders face mounting pressure to cut sourcingcosts while navigating geopolitical instability, inflation, tariffs and talent shortages. The truth is, sourcing smarter isnt just about softwareits about strategy, support, and best practices.
I think about this discussion with Keith often as I work on the Supply Chain Index and edit the chapters of Metrics That Matter. This is a group of leaders. E2open last week announced the purchase of Serus. This is the clear articulation of when and how to make, source, and deliver for the community. What can we learn?
Source: Supply Chain Insights ASCM defines resilience in the SCM Supply Chain Dictionary as the ability of a supply chain to anticipate, create plans to avoid or mitigate, and to recover from disruptions to supply chain functionality. Maximize the value of the purchase order flow data already in the existing networks. (A
The IT taxonomy for visibility is supply chain analytics. As you implement supply chain analytics and use control theory with well-defined reference data with clear bands for control, process improvement ensues. These sources while functional are difficult to connect. The team was seeking analytics to monitor process compliance.
NPD Groupreports that Millennials spent 81 percent of their shopping dollars in brick and mortar stores, and only 19 percent online. This emerging adult population, often referred to as the Gen Y, are the largest group to have grown up in an age of consumerism. They are known to have a sense of entitlement and big expectations.
Rising costs, supply chain chaos, and economic swings put businesses under enormous pressure to protect their margins. According to McKinsey & Company, procurement accounts for 50% to 80% of a company’s cost base. That’s why organizations zero in on strategies to achieve procurementcost reduction.
Within this setup, an ERP procurement module helps companies make purchases and manage suppliers. Numbers speak louder: According to Procurement Tactics’ top procurement trends in 2025 , 83% of CPOs prioritize digitization. Keep reading to learn: What Is ERP in Procurement?
How do we harness the power of data with new forms of analytics? Today, technology providers are selling analytics. This week, I received this email from a financial institution questioning why business leaders are not harnessing more insights and redesigning processes based on analytics. S&OP Challenges. Reflection.
Or have these concerns been replaced with cost-price inflation and compressed profit margins? These are questions ARC Advisory Group will seek to answer in our online survey research of supply chain executives over the next few months. Source: J.P. Manufacturing Purchasing Managers Indexes The J.P.
It is one of the reasons that I went from working at AMR Research to being a partner at the Altimeter Group. I had to learn a new language, a new set of vendors and connect with a new group of users. The digital marketing group is often siloed. It is also why I launched the Rise of Social Commerce Event at Altimeter. Absolutely!
Featuring Our 12 Best Procurement Articles! Procurement operations are the backbone of every company’s supply chain. Fundamental to procurement is the acquisition of goods and services from a party that’s further up the supply chain. This document is the first legal contract in the operational procurement process.
For the past five years, the team at Supply Chain Insights identified Supply Chains to Admire Award Winners by analyzing performance by peer group on the key metrics of growth, operating margin, inventory turns and Return on Invested Capital (ROIC). Note the balanced results of Rockwell Automation against their peer group.
Source Merriam-Webster Dictionary. The market shift is towards analytics, but this new market is confusing. The first definition of Demand-driven Supply Chains was pushed into the market by AMR Research (now part of the Gartner Group) in 2004. Data model structures are the difference between success and failure.
On one hand, consumers expect to increase their online purchases post-pandemic. In the study on home delivery consumer sentiment, consumers stated that, during the pandemic, the portion of all purchases made online that required home delivery went from 35% to 46%. Figure 1: Top Reasons for Increased Online Purchase and Home Delivery.
This is because most classical planning solutions lack the modeling capability and computing power to accommodate different data sources, large SKU count, and detailed constraints and contingencies to build an immediately executable plan. each with discrete plans generated typically in sequential batch runs.
Digital Procurement article, and permission to publish here, provided by Sam Jenks at kodiakrating.com. Navigating the complexity of the global supply chain as a procurement professional can sometimes feel like taking a walk through the Amazon without a compass, or entering into outer space without an oxygen tank. Don’t Panic!
I wrote my first report on Sales and Operations Planning (S&OP) while sitting on the floor in the Atlanta airport in 2005 when I was an AMR Research analyst. I wrote many reports on airport floors in those days–electrical plugs were just too scarce.) Sales and Operations Maturity Model from 2005-2008. Mistake #3.
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