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I laugh when business leaders tell me that they are going to replace their current supplychain planning technologies with “AI.” Each supplychain planning technology at the end of 2024, went through disruption–change in CEO, business model shift, layoffs, re-platforming and acquisitions.
When I started this research project, I was busy. One of my lessons learned in completing survey-based research over the past twelve years, is that projects are full of surprises. In my post Mea Culpa, I reference my work with the Gartner SupplyChain Hierarchy of Metrics.
The logistics and supplychain industry is a critical component of global trade, responsible for moving goods and materials efficiently to meet consumer and business demands. Investment in research and partnerships is crucial for scaling these solutions industry-wide.
During my current supplychain planning market research, I have received briefings from several SCP companies. The people who work with us are those who really, truly believe in what we believed in from the start, that is, autonomous supplychains are possible. All are investing in artificial intelligence.
Today, in supplychain planning, this could not be further from reality. In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. Supplychain was defined in 1982 as interoperability between source, make and deliver. The reason?
In the fast-paced world of modern supplychains, traditional forecasting methods fall short. Probabilistic forecasting is revolutionizing demand forecasting, supply planning, and inventory optimization by significantly improving forecast accuracy and decision-making across distribution networks.
In the fast-paced world of modern supplychains, traditional forecasting methods fall short. Advanced supplychain planning is being transformed by probabilistic forecasting , which revolutionizes demand forecasting, supply planning, and inventory optimization.
(Most of the business networks were hollowed out by venture capitalists or purchased by opportunists. ” My problem is that we move through these hype cycles with little accountability for spending and with a major opportunity cost to not redefine work. 80% of the data that surrounds the supplychain is not used.
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.
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.
Today, I speak at the North American Manufacturing Association, Manufacturing Leadership Conference, in Nashville on the use of data to improve supplychain resilience. Here I share some insights from my research. Background The Council of SupplyChain Resilience met for the first time this month. The reason?
In the vast sea of supplychain information, which SCMDOJO supplychain article truly stands out? Dive into our curated list of the top 12 blogs from 2024 that will elevate your supplychain knowledge and give you a competitive edge. Read In Detail About Procurement Department Here 2.
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.
Supplychain excellence is easier to say than to explain. Executive teams strive to drive improvement in supplychain 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 supplychain is a complex non-linear system.
In today’s interconnected global economy, supplychains play a vital role in the success of businesses. It is crucial for organizations to understand the importance of Purchase Order collaboration to effectively manage their direct spend, optimize operations, and mitigate risks.
”) So, I sat across from a stranger on a cold winter night, the only thing that we had in common was our experience in supplychain planning. . And won’t the supplychain follow suit?” The supplychain planning industry is fraught with big claims with little substance.
Procurement and SupplyChain 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 – supplychain focuses on service and procurement focuses on the cost of acquiring materials and services.
Supplychain sustainability is a higher priority than ever. In MIT’s State of SupplyChain Sustainability 2021 , 80% of executives surveyed said the pandemic either had no impact on their commitment or increased it. UPS saves time and money at a level worth reporting on earnings calls, but they are also more sustainable.
When reviewing strategy decks for supplychain teams, I often see statements like “move from a functional-silo’d focus to a drive a more holistic response.” ” Or “push a shift from a focus on cost to drive value?” Functional Metrics. ” Sound familiar?
He had a load full of cotton bales, and while idling away hours at a shipyard watching stevedores load other cargo onto ships he dreamed up containers that transformed global supplychains. Containerization eventually reduced shipping and loading costs by at least 75%. The myth of the “perfect plan”.
Supply shortages resulting in empty shelves or parking lots of WIP inventory represent a spectre causing supplychain leaders to reconsider supplychain inventory practices. planning offers an alternative to swinging the pendulum and as the strategy that provides the supplychain resilience leaders seek.
A majority of warehouses report labor shortages, and more than 50% cite this as a significant business challenge that is only worsening. Gaven Simon, SupplyChain analyst, has just completed the 2025 Market Analysis on WMS, and it is available for purchase.
If you have walked in the shoes of the supplychain leader, you are probably laughing by now. I share research, observations, and insights. When a supplychain leader opens a discussion with, “I am leading an initiative for digital transformation”, I know I am in trouble. Sounds easy, right?
While consultants know the answers (or believe they do), I believe my goal as a research analyst is to unearth new questions that should be asked (and answered together openly in the supplychain community) to improve value. I see a preponderance of reports and white papers that have lots of pages but say little.
I work in supplychain. If I had done due diligence, I’d have seen the warnings – the retailer had pretty pictures on their website, but their supplychain failed them, creating an eleven-month saga and unhappy customer. The failure was in supplychain orchestration – connecting planning to execution.
Digital commerce efficiently requires the digitalization of many customer-facing operations and sourcing and procurement. For businesses of all sizes, the digital transformation of supplychain planning became the most important initiative. . Accurate and timely reconciliation of purchase orders with receipts.
That’s why staying on top of the latest supplychain planning trends is so important – they can make all the difference when it comes to staying competitive, reducing costs, and meeting your customers’ needs. Here are some highlights from these trends in 2023 and implications on supplychain planning.
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. Nina Taniguchi, an Ads Research and Insights Manager at Google, writes, “ Much has already been written about how COVID-19 has dramatically changed consumer behavior. They are: 1.
The consulting team pitches a theme–vision of supplychain best practices, big data analytics, or demand-driven value networks– to the executive team, and a new project is initiated. Question 1: What drives a Successful Implementation of SupplyChain Planning? How do I know this? Why does this happen?
“May you live in interesting times,” widely attributed as a Chinese curse, some claim this as a blessing; whichever side you take, this is exactly what’s happening in the supplychain world since 2020, and it looks like we will be living with this blessing/curse for a while longer. Emerging Themes for SupplyChain Planning.
According to Bloomberg , the coffee supplychain is struggling with constrained supply and increase in prices is inevitable. Traditional, linear supplychains struggle to adapt. This article explores how adaptive supplychains can help businesses thrive.
In 2004, I worked with a Midwest North American meatpacker to help define its supplychain strategy. Consumers constantly change the mix preferences in purchases. Somedays, the focus is on steaks or ribs and the next on the purchase of ground or cubed meat. What do I mean? To illustrate, let me share a story.
As businesses become increasingly global, professionals in the supplychain field must keep up with new technologies, trends, and best practices. Summary Table edX SupplyChain Courses vs. SCMDOJO Aspect SCMDOJO edX Focus & Specialization A dedicated platform focused entirely on supplychain management.
Supplychains around the country are in great need of warehouse and transportation workers. 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. Logistics Real Estate Growth.
RPA as it is also referred to, has the capability to transform supplychain management. For an industry that increasingly requires higher logistics pipeline velocity without sacrificing accuracy and at lower costs, RPA is a natural choice for high performing supplychain organisations. Procurement.
According to the State of the Global Islamic Economy Report 2020-2021 a USD 2.4 Muslim (majority) countries in Asia (such as Brunei, Indonesia, and Malaysia) and several countries in the Middle East are moving to stage 3: the halal supplychain. The result is that brand owner supplychains have different halal practices.
Leaders surveyed in third annual ToolsGroup and CSCMP report are “extremely concerned” about external supplychain threats but lack people to make transformation succeed. From January to March 2022, CSCMP and ToolsGroup surveyed more than 300 supplychain professionals around the world.
Driving Sustainable Growth Through SupplyChain Resilience. Every industry sector and every business across the board, in APAC and around the globe have been impacted by the Great SupplyChain Disruption over the last two years, causing a blow out of transportation costs and continuous delays at every stage of the channel.
GEON Performance Solutions purchases plastic pellets and add plastic compounders to make products of different strength, resilience, and flexibility. When companies want to digitally transform their supplychain capabilities, moving to an integrated business planning process (IBP) is often at the heart of the transformation.
Autonomous supplychains are systems that can operate with little to no human intervention, and they use artificial intelligence, robotics, automation, and sensors to optimize the flow of goods. The key technologies that enable autonomous supplychains are artificial intelligence (AI), robotics, sensors, and blockchain.
The majority of organizations consider supplychain transparency to be a top priority, however less than a third are satisfied with the level of visibility into their suppliers. Most organizations continue to suffer from severely limited visibility in the lower levels of their supplychains.
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. This blog will review how category managers and supply planners can use cluster analysis to make smarter decisions and grow sales. The retail industry is rich with data.
Supplychain management books that are praised by supplychain executives, consultants and supplychain management professionals at all levels. Background In dynamic supplychain management environment, people have to make the quick and decisive actions against various issues.
I am a big believer in procurement getting involved as early as possible in new product development based on all the market knowledge available. The worst-case scenario is product engineering developing a new product, selecting a supplier and then telling procurement to get on with negotiation. How often do your purchase orders change?
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