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Here I define value as improving market capitalization/employee for a public company. To build an outside-in model, and use new forms of analytics, we must start the discussion with the question of, “what drives value?” The problem is that the reduction of costs within one function does not necessarily drive value.
During my current supply chain planning market research, I have received briefings from several SCP companies. Solvoyo has a metric they call the user acceptance rate. But when he presents this to many companies, they don’t believe it. “I You don’t act on a forecast; you act on what you purchase. You route a truck.
The adoption of AI in supply chain automation is enabling companies to make more accurate decisions, reduce cycle times, and better manage complexity. AI in supply chain automation is gradually reshaping how core functions operate, particularly in procurement, warehousing, and logistics.
This is the largest area of investment for the company outside of ERP. While SAP has had procurementanalytics solutions, last year at Spend Connect Live, SAP announced the Spend Control Tower. Daniel Chapman, the senior director of process transformation for procure to pay at Warner Music, was a keynote speaker.
Learn how Team Procure is helping companies streamline their procurement by implementing a cloud-based procurement platform across their organization. One of the key features of the platform is the custom approval workflows, which are tailored to each department within an organization.
When you talk to companies that have implemented enterprise or supply chain applications, executives will usually admit that they have under-invested in training and preparing users to use the new technology. The most common form of trading partner collaboration is purchase order collaboration. The buyers dont report to Mr. Gainsford.
In the study, when we asked for the top elements of business pain to drive continuous improvement for companies greater than 5B$ in annual revenue, as shown in Figure 1, we found the largest issues with cross-functional alignment and availability of talent. In the survey, companies had over one hundred active continuous improvement programs.
Procurement and supply chain management are often used interchangeably—but in practice, the lines between them can blur in ways that create real friction. Misaligned priorities, siloed systems, and unclear ownership can directly impact key performance indicators like cost savings percentage and procurement cycle time.
These steps include sourcing and receiving inventory, storing inventory, order processing, picking and packing an order, shipping the order, and returns management. Standard sizes and categorizations play a crucial role in determining the costs associated with shipping products that meet standard criteria in fulfillment centers.
Enterprise procurement leaders are under more pressure than ever—juggling cost control, compliance, supplier risk, and internal complexity, all while trying to modernize outdated systems. AI, automation, and generative tools are redefining efficiency, allowing procurement teams to move from reactive to proactive decision-making.
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
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?
Building a software company is hard work. Most of the business networks were hollowed out by venture capitalists or purchased by opportunists. Yawn and walk on if the answer is i mproving demand error or reducing inventory levels. Did you know that improvement in the supply chain drives 50-70% of this value metric?
Reducing dependency on fossil fuels can mitigate these risks and improve operational predictability. Regulatory Demands: Governments worldwide are enforcing stricter emissions standards and introducing carbon taxation schemes, pressuring companies to adapt. AI-powered warehouse management improves inventory flow and reduces waste.
Advanced supply chain planning is being transformed by probabilistic forecasting , which revolutionizes demand forecasting, supply planning, and inventory optimization. Enhancing Inventory with Probabilistic Forecasting A supply chain is a complex ecosystem influenced by dynamic variables. The result?
Probabilistic forecasting is revolutionizing demand forecasting, supply planning, and inventory optimization by significantly improving forecast accuracy and decision-making across distribution networks. Enhancing Inventory with Probabilistic Forecasting A supply chain is a complex ecosystem influenced by dynamic variables.
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.
However, recent disruptions have highlighted the vulnerabilities of these complex networks, resulting in significant financial losses for companies. It is crucial for organizations to understand the importance of Purchase Order collaboration to effectively manage their direct spend, optimize operations, and mitigate risks.
Supply shortages resulting in empty shelves or parking lots of WIP inventory represent a spectre causing supply chain leaders to reconsider supply chain inventory practices. Opinion of just-in-time (JIT) as a practice has taken a battering and inventory is rising. Is supply chain inventory the problem?
Picture this: You’re a warehouse manager, and with a few taps on your smartphone, you instantly know the exact location and quantity of every item in your inventory. That’s not science fiction—it’s the power of mobile inventory management. Ready to turn your inventory from a headache into a strategic asset?
Executive teams strive to drive improvement in supply chain results; yet, sadly, only four percent of public companies succeed. In this area of research, I find that companies are like dogs chasing cars. The grass is always greener at another company. Understanding this relationship requires modeling. (A The reason?
What food and beverage companies need to know about tariffs: Lessons from Canada sharkins Fri, 05/16/2025 - 09:53 Tariffs have been a constant threat since the beginning of 2025, but one sector has felt the impact more immediately than most: consumer packaged goods.
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. By aligning supply chain and procurement, spend can be considered more holistically.
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.
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.
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. As companies across industries have discovered, a well-optimized supply chain can drive significant improvements throughout their operations.
Companies today making a fundamental mistake: they are attempting to automate current processes with AI versus challenging and redefining work. In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. Most companies forecast a single stream with a focus on error.
Even more impressive, lost sales due to stockouts can decrease by up to 65%, while inventory reductions of 20% to 50% are possible. This advanced analysis allows businesses to predict promotional lift with unprecedented accuracy, ensuring optimized production schedules and inventory positioning through sophisticated supply planning.
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.
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.
I see a preponderance of reports and white papers that have lots of pages but say little. He feels he has the answer for companies. ” However, his company remains small with a couple of clients. ” However, his company remains small with a couple of clients. How did the company perform against the plan?”
Nvidia, Northrup Grumman, PACCAR Inc, PCA (Packaging Corporation of America), ResMed, Rockwell Automation, Ross Stores, Taiwan Semiconductor Manufacturing (TSMC) Company, Tempur-Pedic, TJX, Toro, Toyota, West Pharma, United Tractors, and Urban Outfitters. Most companies are not clear. An average margin of 21% with inventory turns of 1.58
However, the juice for my newfound nightly routine soon became difficult to find, perpetually out of stock each time I tried to purchase it at the grocery store. With tart cherry juice sales transitioning into a steady demand pattern, retailers must adapt their inventory strategies accordingly to meet this evolving consumer preference.
Here we have compiled a list of the top six challenges that CPG companies face in the post-pandemic market. CPG companies that utilize an autonomous supply chain technology see a reduction in their inventory and cost and an increase in revenue. each with discrete plans generated typically in sequential batch runs.
Background I have worked with hundreds of organizations over the past twenty years as an analyst to help companies on their journey on Sales and Operations Planning. The more that I see, the more that I understand how companies go so wrong so fast. How aligned do you believe your organization is to drive these metrics?
Solving from a supply side seems to work for many companies I work with. I know that your primary focus is procurement. If S&OP efforts were that effective, don’t you think that we would have made more progress against inventory levels, margin, and growth? Or planned orders to purchase orders?) Clear mission.)
For businesses with seasonal inventory, estimating yearly demand fluctuations with reasonable accuracy can be both challenging and costly. After all, over-estimating can lead to inventory surplus and associated warehousing costs. This is where predictiveanalytics can prove instrumental for strategic supply chain management.
BOSTON, February 16, 2022 : ToolsGroup , a global leader in supply chain planning and optimization software, has partnered with Planalytics to integrate their weather-driven demand (WDD) analytics with ToolsGroup’s retail planning solutions, enabling customers to isolate, measure, and manage the influence of weather on their businesses.
Opportunities for Procurement Technology As we look toward 2025, European businesses are reshaping their supply chains to navigate an increasingly complex global landscape. A recent report by Maersk and Reuters Events highlights that 68% of companies are making supply chain visibility and monitoring solutions a top priority.
Inventory is the lifeblood of any manufacturing business. Get it right, and youve got happy customers and streamlined costs. Striking the perfect balance between available stock and cost efficiency is key. Tracking inventory flow and performance across your supply chain is a must. But what exactly should you measure?
By embedding analytics across logistics, sourcing, and fulfillment, businesses gain the visibility and foresight needed to stay competitive.Analytics-driven leadership is no longer a luxury; it’s the foundation of operational survival in todays volatile business environment. Analytics allows organizations to move beyond intuition.
For companies that want to go beyond the traditional spreadsheet, which cannot handle this ocean of information efficiently, statistical methods such as cluster analysis can help. 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.
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.
The trade with Asia we take for granted today was only possible by mitigating a significant supply chain trade-off – reducing costs without appreciable impacts to quality and service. Trade-offs are inherent in supply chains, so companies that address them better gain significant competitive advantage. The myth of the “perfect plan”.
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