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As supply chains become more interconnected and risks more dynamic, traditional procurement tools fall short. AI agents offer a smarter, faster way to manage sourcing, risk, and spend across the entire procurement lifecycle. What’s the technology behind autonomous procurement agents? You may also have heard of Agentic AI.
As supply chains become more interconnected and risks more dynamic, traditional procurement tools fall short. AI agents offer a smarter, faster way to manage sourcing, risk, and spend across the entire procurement lifecycle. What’s the technology behind autonomous procurement agents? You may also have heard of Agentic AI.
However, as carbon taxes and emissions reporting requirements continue increasing, supply chain professionals face mounting pressures from inside and outside their organizations to measure and improve performance against new, nebulous sustainability metrics. Sustainability is high on the list of favorite corporate buzzwords.
The most common form of trading partner collaboration is purchase order collaboration. With PO collaboration, buyers send digital purchase orders over the network to suppliers or other trading partners. The buyers dont report to Mr. Gainsford. Where and how often, for example, did a buyer deviate from the happy path?
Enterprise procurement teams face growing pressure to deliver strategic value – managing supplier risk, ensuring compliance, and supporting sustainability – all without sacrificing speed or control. This blog explores the most common challenges in digital procurement and the capabilities that matter most.
In this type of environment, traditional procurement software and manual processes are insufficient – and many procurement teams are looking to artificial intelligence (AI) for answers. Key Takeaways Understand the potential impact of AI – including Generative AI & AI Agents – in procurement.
Traditionally, procurement has been a process weighed down by manual tasks, fragmented systems, and endless paperwork. Today, procurement is undergoing a transformation. While procurement teams have long worked to add strategic value, Artificial Intelligence (AI) amplifies their impact.
For most CPOs and CFOs, deciding on the right purchasing setup — centralized or decentralized — is no small task. Each model has its perks, and choosing the best fit can feel like walking a tightrope. Keep reading to learn: What is centralized purchasing? What is centralized purchasing?
If you’re evaluating procurement technology or exploring ways to drive more value from existing systems, chances are you’re looking beyond tactical fixes – you want a smarter, scalable strategy. Misaligned priorities across finance, legal, and procurement create friction that delays decision-making and reduces impact.
The formula for OTIF is: Measuring a supply chain against OTIF metrics is a key strategy that helps decision makers attach a tangible value to the success of their fulfillment and allows them to determine key strategies. Organizations are ready to implement AI and ML-driven prediction and productivity gains.
A disruption at any point in the global logistics network including the average of 12 touch points from shipment packaging to final delivery can prove disastrous for profits, service levels, customer loyalty, and other key metrics. With the global e-commerce market predicted to reach $8.1 billion to $23.07
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. Here are some examples of such use cases.
A majority of warehouses report labor shortages, and more than 50% cite this as a significant business challenge that is only worsening. For example, Manhattan Associates’ WMS now includes “Action Assist,” an AI-powered chat interface that helps floor workers access SOPs and diagnostics instantly.
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.
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?
The past couple of years has been a remarkable time for e-commerce as more and more consumers have discovered the digital path to purchase. Across industries and regions, people prioritized essentials and reduced impulse purchases. ” Paving the digital path to purchase (i.e., worldwide in 2020, according to eMarketer.”[1]
Introduction Gardner, (1954) and Huntzinger, (2007) define Purchase price variance (PPV) as a metric used to measure the effectiveness of cost-saving efforts by calculating the difference between the planned cost (standard pricing) allocated for purchasing activities and the actual cost incurred.
Businesses often use it in retail and purchasing. Category management isn’t just another procurement trend. It’s a way for companies to group similar goods or services (like IT infrastructure, facilities, or raw materials) and manage them holistically instead of handling every purchase in isolation.
Decoding the Procurement Department: A Comprehensive Guide to Roles and Responsibilities This supply chain article provides a comprehensive overview of the procurement department within an organization. Read In Detail About Procurement Department Here 2.
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.
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. We purchase data from Y charts. (A We have archived corporate reporting from Y charts for 1982-2023.
When shoppers were asked what would put them off making more ecommerce purchases in the future, 21% indicated they’d had negative delivery experiences, 20% said deliveries were not reliable, and 17% were dissatisfied with the delivery process. Similarly, maintaining a strong chain of custody (e.g.,
As an old gal, with over forty-years of supply chain experience, writing this report for ten years taught me many lessons. I find in the orbit chart analysis that 45% of companies in the report are unconsciously incompetent. For example, in Figure A, we share on orbit chart on how Sanofi is underperforming the industry.
Here’s your two-minute guide to understanding and selecting the right descriptive, predictive and prescriptive analytics for use across your supply chain. Looking at all the analytic options can be a daunting task. However, luckily these analytic options can be categorized at a high level into three distinct types.
Supply chain efficiency is the cornerstone of success and involves the effective management of processes, resources, and technologies from procurement to production, transportation to warehousing. In the automotive sector, manufacturers are simultaneously reducing inventory costs and delivery times.
Self-driving supply chains are an example. On the technology front, optimization is deeper, and the evolution of artificial intelligence enables more flexible sensing and modeling. There is no magic ball on design: the organization’s reporting structures vary by culture and size. Supply Chain Reporting Structures.
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.
I see a preponderance of reports and white papers that have lots of pages but say little. Optimization engines to improve functional metric performance resulted in an exploding number of planners. Let’s take a couple of examples: Retail Available to Promise (ATP). days to receive a purchase order confirmation.
How aligned do you believe your organization is to drive these metrics? For example, in the research, I found maturity in Cadbury, DuPont, and Gilette processes. See the World Kitchen case study in the Agility Report. A good leader knows that cost reductions in the back office does not necessarily improve margins.
In this guide, we’ll explore what cost efficiency is, examples, and best practices on how cost efficiency can make your company more competitive and profitable in today's fast-paced economy. Keep reading to learn: Cost-efficient vs. cost-effective: What's the difference?
In other words, manufacturers need analytics from point-of-sale systems, transportation metrics and more. Essentially, this creates a stronger level of customer service, and it can turn into additional purchases. For example, a customer is a shoe store may purchase shoes, but if offered a new brand of socks, he or she refuses.
This technology allows businesses to unify their procurement, expense management, invoicing, payments, sourcing, contract management, and spend analysis processes and reporting. This solution provides for purchase order collaboration. But it took several months for Turner to realize just how much foresight the company had shown.
Let me give you an example. Improve visibility across the networks that operate in self-serving business models. For example, change the business models so that Ariba must interoperate with GT Nexus, E2Open with Elemica, MPO (Kinaxis) with Nulogy, etc. A purchase order changes many times and needs synchronization.
According to PLS Logistics , global companies will install procurement managers in China for entire organizations by 2025. There was a time when buying a computer was considered a once-in-a-decade purchase, if not once-in-a-lifetime. Globalization Will Become More Important in Everyday Decisions.
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?
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.
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. Sourcing and supply chains working in a siloed manner can cause significant delays, resulting in lost revenue upside while escalating costs.
Silvon has noticed over the past several years that a shift towards a modern data hub architecture to support enterprise analytics and reporting has been driven by a number of key business drivers. Once integrated, the data is made “analytics ready” and securely available to users.
I never republished the report, because not enough has changed to warrant it.) The report centers on the concept of moving from inside-out to outside-in technologies. The order latency is the time from purchase by the end consumer to the visibility of the order. This is a natural fit for narrow AI and new forms of analytics.
Retail returns occur when a customer returns the purchased items to a seller in exchange for a refund, store credit, or a similar product. Returns come with plenty of challenges around logistics, inventory, and predicting volatile sales trends. 83% of consumers with a household income of over $100,000 report that returns are important.
Shoppers coping with inflation have shifted buying habits , purchasing fewer goods and cutting back on big name brands in favor of cheaper alternatives. Solutions that simulate multiple tariff outcomes and their costs are especially powerful in this volatile environment. goods were “ rapidly dropping.”
Supply chain management typically does not fit very well with procurement, which is a challenge at the best of times, and can be a disaster in difficult times. Then they became regional: for example, a North American supply chain and a European one. Procurement must adjust accordingly. Our thinking is still siloed.
For example, most people expect free next-day delivery for online purchases as a result of Amazon Prime. And more consumers are looking at sustainability as a key motivator for purchasing. Amazon, for example, has purchased over 100,000 Rivian electric vehicles for deliveries.
In the end-to-end source-to-pay (S2P) process , strategic sourcing is the link between spend analytics, category management and contracts management, and is supported by supplier intelligence. You probably would not want to waste time and effort strategically sourcing your paperclip supplies, for example. And in what sense?
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