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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.
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.
In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. Ask a procurement or transportation professional if they have a good demand signal and expect a laugh. The ripple effects are pervasive. Companies Pedal Better Uphill Than Downhill Companies have amnesia.
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.
I have learned that supply chain systems are more complex than I originally thought, and that the relationships between supply chain metrics are nonlinear. In my work on the Supply Chain Index , I see that companies I recognize as doing networkdesign well are rising faster on the list of the Supply Chain Index work.
I know that your primary focus is procurement. Or planned orders to purchase orders?) I observed companies use the beer game as an educational tool or a social networking activity. This is despite the deployment of ERP, descriptive analytics, APS, SRM, and teams of data scientists working on their data lakes.
This week, the organization reported that net sales decreased 2 percent to $19.5 It does not fit into traditional supply chain models. The combination of a negative Forecast Value Added (FVA) with a bullwhip in this range amplifies and distorts the signal to manufacturing, logistics and procurement increasing waste. The result?
Procurement has never played such an important role in the increasingly globalised economy. Has procurement fundamentally changed itself in the past 10 years? Strategic Procurement can mean totally different things in different industries and sectors. The time when Procurement was almost a synonym to Purchasing has long gone.
Primed for transactional efficiency, these legacy architectures based on relational databases drive order-to-cash and procure-to-pay efficiencies. Current Familiarity with Analytic Concepts (Fall 2022 Snapshot) Preamble Supply chain leaders love their rows and columns. I term this our data jail. The focus of the Gartner Magic Quadrant.)
This means continuously assessing the trade-off between the total cost to serve and meeting customer demand and minimizing lost sales. The increasing need for constantly analyzing these trade-offs across the supply chain networks has highlighted the need for digital twins and what-if capabilities in networkdesign solutions.
Conversely, just 8% of businesses with less capable supply chains report above-average growth. 1) In many businesses, the supply chain has never been subject to a design process, but has instead just … evolved. That figure highlights like no other how critical the interrelations are between an enterprise and its supply chain.
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.
The market shift is towards analytics, but this new market is confusing. They are step change requiring either the redeployment of existing technologies or the purchase of new platforms. Data model structures are the difference between success and failure. Build What-if Analytics. Design the Network.
Granular data by volume is a must to be able to manage replenishment, networkdesign, and inventory targets. The budget is for a fiscal year with quarter reporting and updates. The direct connection between the two processes increases costs and increases error. Most budgets are completed in currency at a brand level.
Through digital marketing, small brands are cropping up all over, and it is sentiment analysis and digital content driving purchases. Instead, companies need to build it into digital process redefinition like digital path-to-purchase, digital procurement, digital agriculture, digital manufacturing or digital service.
Diverse Skill Set Utilization: Multifaceted Role: Supply chain roles often require a blend of analytical, organizational, communication, and problem-solving skills. This can be engaging and fulfilling for those who enjoy using their analytical and strategic thinking skills.
The SAP acquisition of Ariba slowed innovation and the purchase, and then the failed promise of investment in Crossgate was disappointing to SAP supply chain business users. Can these approaches be rolled up to design and implement a network of networks? Future of Analytics in the Building of Supply Chain 2030.
Conversely, just 8% of businesses with less capable supply chains report above-average growth. 1) In many businesses, the supply chain has never been subject to a design process, but has instead just … evolved. Supply Chain NetworkDesign. SEE ALSO: Supply Chain Strategy Development. .
In this special edition of Supply Chain Matters This Week in Supply Chain Tech , we highlight for readers a workforce reduction underway at procurement technology provider Coupa Software. Business procurement spend management support technology software provider Coupa Software initiated this week a corporate wide headcount reduction.
Metrics and Key Performance Indicators (KPIs) measure how well the shipper-transportation provider does in daily continuous improvement. Sustained cost reduction is not realized through infrequent transportation networkdesigns and carrier RFQ’s. Measure Transportation Performance. Problem-solving methods. If not, Why?
The three courses in the new program, currently referred to as CTL.SC1x, CTL.SC2x, and CTL.SC3x, will each be between 10 to 12 weeks in length, and designed to be taken in sequence, as follows. This course will build off of the concepts taught in the SC1x course and apply them to supply chain design. Procurement and purchasing.
Therefore, better networkdesign, planning and operations are all needed, and all of which might not be completely satisfactory. Additionally, the advancements and constant changes in technology and analytics play a huge role in supporting the success or failure of a modern day supply chain.
In our most recent Supply Chain Matters This Week in Supply Chain Tech column , we highlighted the announcement from supply chain technology provider Logility , a wholly owned subsidiary of American Software , regarding this provider’s completion of the acquisition of supply chain networkdesign technology provider Starboard Solutions.
Services Matias Offer on SCMDOJO Logistics Consulting Maritime Freight Sourcing and Procurement Logistics Technology Sourcing Executive Mentoring Guide: Matias, our supply chain consultant, has also created Maritime Freight Sourcing and Procurement Guide , which is available from SCMDOJO Academy.
Supply Chain Matters provides an update on Logility’s previously announced acquisition of a start-up supply chain networkdesign provider, and how this form of technology has become increasingly important to supply chain management teams. . Evolution of Supply Chain NetworkDesign Technology. Background.
For one manufacturing client, a recent diagnostics assessment identified key opportunities in supply chain planning process improvements, logistics optimization and reporting enhancements. Procurement solutions for contracts and commerce automation. Bristlecone’s capabilities include remote, onsite and hybrid delivery models.
Powered by data analytics and advanced technologies, every stage of the supply chain can be critically analyzed, starting from procurement to distribution to identify and prioritize improvement opportunities. This opens up avenues to save procurement, transportation, inventory, and warehousing costs.
billion metric tons—the emissions have rebounded in 2021 and 2022. In the case of manufacturers, it means procuring green and sustainable raw materials. Network optimization. These are challenges that will only become more threatening if they are not curbed, paying strict attention to supply chain sustainability.
A digital twin should enable a thorough evaluation of strategic and tactical options for a supply chain, e.g., networkdesign, strategic sourcing through bids, transportation purchasing, seasonal build-ahead options, seasonal assortment options, etc. Enables representation of operational processes.
Conversely, just 8% of businesses with less capable supply chains report above-average growth. 1) In many businesses, the supply chain has never been subject to a design process, but has instead just … evolved. Supply Chain NetworkDesign. SEE ALSO: 10 Reasons to Review Your Distribution NetworkDesign.
Your answers might help you identify some quick steps to save through effective inventory control: Do you practice clarity and honesty when reporting inventory levels? If you want to manage inventory effectively, your reporting must include a breakdown of these three categories. Now I have nothing against procurement teams.
However, in this article, we’ll focus exclusively on the cost factor, drawing your attention to some questions you might ask yourself (and your team) about your facility’s energy usage. If so, you’re missing out on substantial energy savings from more energy-efficient options such as LED or induction lights.
And SRM functionality, while automating indirect procurement, did not address the larger needs to automate direct material purchasing for a manufacturer.) My goal is to enable you to be more equipped to purchase and select new forms of software for the third act. Before purchasing, ask how the vendor is financed.
We finished our report on the maturation of hospital supply chains , and I have put the finishing touches on the Healthcare Supply Chain Index for this Thursday’s webinar. The most common reporting relationship in the organization is to the hospital’s Chief Financial Officer (CFO). Generalize procurement of materials.
I write for this blog, craft reports from research for our newsletters, create blogs for Linkedin, and build articles for Forbes. Other forms of decision support include revenue management, trade promotion management, cost-to-serve, and networkdesign. Procurement and transportation operated as islands. Stay tuned.
However, in this article, we’ll focus exclusively on the cost factor, drawing your attention to some questions you might ask yourself (and your team) about your facility’s energy usage. If so, you’re missing out on substantial energy savings from more energy-efficient options such as LED or induction lights.
Featured names in this latest edition include Jabil and ProcureAbility , JAGGAER and Trustpair, Coupa and project44 executive hires and a newly issued Biden Administration Executive Order addressing Generative AI technology development and threats. has announced completion of the acquisition of procurement services provider ProcureAbility.
Other examples: The United States Postal Service (USPS) published a report in May titled Blockchain Technology: Possibilities for the U.S. Postal Service , with supply chain management as one of the focus areas; in October, as reported by Reuters, “IBM, U.S. Toyota temporarily shut two factories in the aftermath.
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