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I laugh when business leaders tell me that they are going to replace their current supplychainplanningtechnologies with “AI.” Each supplychainplanningtechnology at the end of 2024, went through disruption–change in CEO, business model shift, layoffs, re-platforming and acquisitions.
However, as carbon taxes and emissions reporting requirements continue increasing, supplychain professionals face mounting pressures from inside and outside their organizations to measure and improve performance against new, nebulous sustainability metrics.
During my current supplychainplanning market research, I have received briefings from several SCP companies. Many say that they are using generative AI, a type of AI that can create new content and ideas, as part of their journey toward autonomous planning. Solvoyo has a metric they call the user acceptance rate.
In follow-up qualitative interviews, one of the largest issues with organizational alignment was metric definition and a clear definition of supplychain excellence. In my post Mea Culpa, I reference my work with the Gartner SupplyChain Hierarchy of Metrics. They do not excel in planning or forecasting.
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than ever—juggling cost control, compliance, supplier risk, and internal complexity, all while trying to modernize outdated systems.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.
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. Businesses face heightened uncertainty in managing costs and securing stable energy supplies.
Five years ago, we all thought the COVID-19 pandemic resulted in the most disrupted supplychain landscape we would ever see. Since then, supplychain disruptions and volatility have only increased. With the global e-commerce market predicted to reach $8.1 We were wrong. billion to $23.07 billion in 2023 to $13.3
Procurement and supplychain 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.
Building a software company is hard work. 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. This will not help.
As supplychains become more interconnected and risks more dynamic, traditional procurementtools 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?
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.
Machine learning (ML)a specialized field within artificial intelligence (AI)is revolutionizing demand planning and supplychain management. These improvements directly strengthen the bottom line, making ML capabilities an essential component of modern supplychain management software.
Over the years, working for and with numerous manufacturing companies, I’ve seen many supplychain practices that cost companies money. Reason #2 Poorly executed or non-existent sales and operations planning. Reason #3 Not having end-to-end supplychain visibility.
“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 SupplyChainPlanning.
Setting the Stage The National Retail Federation’s 2025 conference has unveiled a clear vision of retail’s future, where artificial intelligence, integrated planning solutions, and customer-centric approaches are reshaping the industry landscape. Here are the key insights we gathered firsthand at this year’s event.
The Covid-19 pandemic tested the global supplychain. Like riding a bumpy road, the supplychain leader is riding the ups and downs of changing market conditions facing greater variability day-to-day. Here, based on interviews with supplychain leaders, I share lessons learned. It will not be over soon.
Many large organizations have multiple systems for order, warehouse, or transportation management that are barely integrated frequently not at all. Factors like planningtools, inventory management, demand patterns, and innovations in technology contribute to the success or failure of fulfillment optimization.
Supplychain 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.
Analytics and business intelligence (BI) are no longer optionaltheyre essential. Thats why modern BI systems are quickly becoming the go-to solution for data-driven enterprises. They integrate, align, and activate data across the business to drive better, faster decisions unlike legacy reportingtools that can’t.
Being listed on a last-mile-delivery service platform and reaching a much broader customer base beyond the neighbors became a must-have for survival. Digital commerce efficiently requires the digitalization of many customer-facing operations and sourcing and procurement. Digital Transformation Journey.
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?
That’s why staying on top of the latest supplychainplanning 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 supplychainplanning.
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. The supplychain is a complex non-linear system. Understanding this relationship requires modeling.
by Trevor Miles I have been in the advanced planning and scheduling (APS) space since 1995 when I joined i2 Technologies in Europe. Before that I was in management consulting doing what would be called supplychain design or reengineering today. Let me start with the confusion between planning and execution.
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?” ” Sound familiar? To help, I will ask, “How do you define value?
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.
Today, we published The SupplyChains to Admire for 2023. SupplyChains to Admire Winners 2023 Examine Your Own Paradigm. Most supplychain leaders are stuck in their own paradigms. As an old gal, with over forty-years of supplychain experience, writing this report for ten years taught me many lessons.
When making discretionary purchases, I could look at my projection to make sure that if I made that purchase, I would have enough money in the bank, not only now, but at the end of the month when my mortgage and car loan came out. Today’s supplychain professionals need a crystal ball, too. What-if planning.
Autonomous SupplyChains In this competitive environment, a CPG manufacturer needs to fight to get space on retailer shelves in each region, keep those shelves stocked, compete and collaborate simultaneously with e-commerce, and maintain its operating margins. each with discrete plans generated typically in sequential batch runs.
I asked companies to “Navigate through the hype focusing on the feasibility of scope and technology.” In the height of the e-commerce craze, the marketplace offerings started with a focus on e-procurement. At the time, the popular belief was that Enterprise Resource Planning (ERP) technologies would build multi-tier capabilities.
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 SupplyChainPlanning? The answer is no.
This is part 2 of a 2-part series on how to succeed in planning and decisions amid times of disruption. In part 1 of my blog on Planning the Value Chain and Decision Making in Times of Disruption, the focus was on the ability to react and execute amidst the unpredictability of demand. Technology for Effective Planning.
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”.
Chances are, if you’re in marketing, sales, or one of the more technical aspects of business, you’ve used predictiveanalytics in some part of your job. But your company doesn’t have to be a retail giant to use predictiveanalytics. using predictiveanalytics?built PredictiveAnalytics in a Nutshell.
GEP and the North Carolina State University (NCSU) SupplyChain Resource Cooperative surveyed supplychain, procurement and IT professionals across a range of industries to gain insight into their priorities and strategies regarding supplychain resilience and optimization.
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.
In my recent Mea Culpa post, I mentioned my prior work on Sales and Operations Planning (S&OP), and the importance of leadership. If you have walked in the shoes of the supplychain leader, you are probably laughing by now. In assessing the health of the plan, what do you measure? Is your plan feasible?
My dad is the VP of our household’s grocery supplychain. To keep customers like my dad satisfied, RGD and Quick-commerce companies need to invest in new technologies to optimize the supplychain and logistics operations. SupplyChain Digitalization & Autonomous Planning.
One of the industry’s biggest concerns is how to digitise and transform quickly, without starting from scratch and having to throw away your enormous investment in traditional systems. The good news is that you don’t have to—even if you have hundreds of legacy systems and ERP instances across your company.
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.
Knowledge Graphs are emerging as an important tool for building advanced AI capabilities. Agentic AI involves creating a system of interacting agents, each trained on a specific task or dataset. The chemical industry has a complex supplychain. Agentic allows for much greater flexibility. Their plants are very expensive.
What is Vendor Relationship Management (VRM) and Why It’s Essential for Your ERP and Inventory Software? Strong vendor relationships are critical for business success, especially when it comes to managing inventory and procurement. This allows businesses to track expenses, costs, and payments against the appropriate financial accounts.
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. This is why I host training twice a year to challenge existing technology paradigms. Back to John.
When it comes to implementing supplychainplanning and operations solutions, success relies heavily upon an organization’s ability to identify and document its desired value measures and outcomes, and to align those with its solutions provider. 1 Co-develop a business case with vendors. 3 Align on goals and KPIs.
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