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While SAP has had procurementanalytics solutions, last year at Spend Connect Live, SAP announced the Spend Control Tower. The Warner Music Group was an early adopter. Daniel Chapman, the senior director of process transformation for procure to pay at Warner Music, was a keynote speaker. It is a brilliant tool.”
AI in supply chain automation is gradually reshaping how core functions operate, particularly in procurement, warehousing, and logistics. Key Insight: The use of AI in supply chain automation is producing tangible benefits across procurement, warehousing, and logistics.
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.
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.
It’s time to shift from fragmented, ad hoc purchasing to a strategic, technology-driven approach. Download this GEP-sponsored Everest Group research for insights on how your competitors are upping their tail spend management game. Without the right strategy, enterprises face hidden risks and unnecessary spend.
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
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.
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.
Next Steps: Start to model demand based on market data to align the organization on baseline demand. Resist the temptation to place deeper analytics on top of existing data models. Instead, rethink the model and the approach. Out of desperation, they turned to the use of descriptive analytics. Next Steps.
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.
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.
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.
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. They are unconscious that they are underperforming their peer group and have not driven industry improvement.
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?
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.,
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 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.
One of my favorite supply chain leaders has a stack of Palantir reports in black binders on his desk. Kinaxis Purchase of Rubikloud. The purchase of Rubikloud by Kinaxis shows just how little the Kinaxis team knows about demand management. Kinaxis Purchase of Rubikloud. The Rubikloud acquisition was a $60M cash purchase.
Groupthink is a psychological phenomenon that occurs within a group of people in which there is a desire for harmony within the group, but the result is an irrational or dysfunctional outcome. I feel that the industry is engaged in ‘Group Think’ No one in this meetings is going to ask tough questions.
In today’s dynamic market, procurement is far more than just a buying and purchasing center. Our latest e-book, “ Is Manufacturing Missing Out On Procurement’s Value Add? Our latest e-book, “ Is Manufacturing Missing Out On Procurement’s Value Add? Here are some key insights from the e-book.
Analytical techniques like linear programming can create the mathematically “optimal” plan, but these methods must be implemented well to avoid creating other challenges. Fusing analytical approaches improves the math behind optimization, but to avoid highly-efficient silos it should be paired with concurrent planning.
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. ” Anna, this blog post is for you. I don’t know.
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 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. If you respond to one of our surveys, we keep all of the responses confidential and only report the findings in aggregate.
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.
The award, based on beating the industry peer group on rate of improvement on the key metrics of growth, operating margin, inventory turns, and Return on Invested Capital (ROIC) while outperforming their peer group, is tough to achieve. The orbit chart below illustrates L’Oréal’s performance at the intersection of two metrics.
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?
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.
” Lora’s Advice If the President’s group called me and asked for my advice, these are the steps to take: Ask all “experts” to leave their egos at the door. Consider actions to take Drive execution My fear is that the group is focused on tactics without this alignment. Define the mission.
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.
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. The team was seeking analytics to monitor process compliance. Visibility Maturity Model.
Concurrent means to “happen at the same time,” so applying this principle to the supply chain, any change, to any input across the supply chain can be considered and evaluated by demand, supply, distribution, capacity, and purchasing; in real-time. A change to one link (e.g. on-time delivery). A change to one link (e.g. on-time delivery).
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.
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.
Key components of mobile inventory management include: Smartphone app: Allows field agents to log information, analyze metrics, and manage tasks even in remote areas with limited connectivity. Cloud software: Stores and distributes real-time data, producing reports accessible to all team members.
Furthermore, COVID-19 exacerbated the existing shift from retail store purchases to e-commerce transactions, with a 32 percent increase in 2020 US e-commerce sales, according to the US Census Bureau. The Conference Board published a report in May titled “ Labor Shortages are Making a Comeback ”. percent for 12 months ending in June.
The platinum medal puts RS Group in the top 1% of the 100,000-plus rated companies assessed by EcoVadis with each company rated on the material sustainability risks and issues for size, location, and industry. ESG Report: FY24 www.rsgroup.com/media/bsocsl4m/rs-group-esg-h1-highlights-pack_-november-23.pdf
More and more companies are acknowledging the importance of centralizing and optimizing their procurement operations. One of the ways to accomplish this is to establish a procurement team to streamline ordering by centralizing purchases and improving supplier relations. What are the duties of a procurement manager?
ARC Advisory Group did a study on the supply chain collaboration network (SCCN) a couple of years ago. The company’s customers report that the ETAs provided by these FourKites are more accurate, timely and easier to access than those provided by carriers. That is fast growth.
As part of the CMA CGM Group, CEVA Logistics has a global reach, which means that we can make a global difference. Photo Credit: Changi Airport Group. We are honored to partner with Changi Airport Group in this humanitarian effort for our friends in Indonesia.’’. The CMA CGM Group aims to achieve carbon neutrality by 2050.
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.
Uncertainty around federal and state policy changes poses a significant challenge for procurement leaders across all types of higher education institutions. Additionally, institutions must remain adaptable to changes in compliance requirements related to federal grant-funded purchases, sustainability mandates, or supplier diversity policies.
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