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I laugh when business leaders tell me that they are going to replace their current supplychainplanning technologies with “AI.” Each supplychainplanning technology at the end of 2024, went through disruption–change in CEO, business model shift, layoffs, re-platforming and acquisitions.
The adoption of AI in supplychain automation is enabling companies to make more accurate decisions, reduce cycle times, and better manage complexity. AI in supplychain automation is gradually reshaping how core functions operate, particularly in procurement, warehousing, and logistics.
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. Proactively adopting cleaner energy sources ensures alignment with these evolving regulations.
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.
SAP is embedding its generative Joule across the SAP Ariba source-to-pay solution portfolio to make it easier for their customers to manage routine inquiries, such as status updates, summarization, and frequently asked questions. The enterprise software company also announced a new analytics solution covering external workforce management.
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.
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.
Today, in supplychainplanning, 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?
AI is reshaping the way organizations source, manage suppliers, and drive value today. As supplychains become more interconnected and risks more dynamic, traditional procurement tools fall short. AI agents offer a smarter, faster way to manage sourcing, risk, and spend across the entire procurement lifecycle.
AI is reshaping the way organizations source, manage suppliers, and drive value today. As supplychains become more interconnected and risks more dynamic, traditional procurement tools fall short. AI agents offer a smarter, faster way to manage sourcing, risk, and spend across the entire procurement lifecycle.
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.
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.
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.
Optimizing fulfillment requires a series of steps to get a shipment from its source to the end customer. These steps include sourcing and receiving inventory, storing inventory, order processing, picking and packing an order, shipping the order, and returns management. The ability to meet fulfillment goals is impeded by several issues.
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
She wrote, “I have been working in the supplychain for 35 years, and we are still trying to solve the “demand” issue. Solving from a supply side seems to work for many companies I work with. I know that your primary focus is procurement. In a recent blog post, I was challenged by Anna.
In a previous post , I made a case for how the Chief SupplyChain Officer (CSCO) and Chief Procurement Officer (CPO) are smarter together. Accordingly SupplyChain and Procurement will need continuous collaboration. Such sourcing events can be in the context of direct materials or logistics capacity.
Digital commerce efficiently requires the digitalization of many customer-facing operations and sourcing and procurement. For businesses of all sizes, the digital transformation of supplychainplanning became the most important initiative. . This includes internal and external data sources.
“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.
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.
”) So, I sat across from a stranger on a cold winter night, the only thing that we had in common was our experience in supplychainplanning. . And won’t the supplychain follow suit?” The supplychainplanning industry is fraught with big claims with little substance.
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.
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.
With the advent of the digital era, supplychain has transformed dramatically. To increase flexibility, responsiveness, and competitiveness in the long run, the investment in supplychain digitalization will increase by 10%-15% over the next few years. If trends hold, we will achieve touchless supplychains very soon.
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, I speak at the North American Manufacturing Association, Manufacturing Leadership Conference, in Nashville on the use of data to improve supplychain resilience. Background The Council of SupplyChain Resilience met for the first time this month. What is supplychain resilience? The reason?
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.
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?
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.
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.
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?
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. The reason?
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.
I seethed as the news stations celebrated supplychain success for the December holidays. The health of the supplychain underpins our economy. When the supplychain is sick, all industries suffer. The dramatic increase in cost is a major factor in inflation: driving the 11.5% I am worried.
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.
Wikipedia Unleashing the Contrarian Here are my thoughts this morning over coffee: Gartner Top 25: Really A Celebration of SupplyChain Leadership? Designed to lift the profession and celebrate supplychain results, I struggle to find that the methodology supports either objective. Almost two decades of reporting.
Below are the individual web links and prime takeaway messages from each of our prior postings: Part One : Michael observed that standard sourcing solutions struggle to support direct materials sourcing because of specific challenges in legacy software design.
Note: Today’s post is part of our “ Editor’s Choice ” series where we highlight recent posts published by our sponsors that provide supplychain insights and advice. This article is from Michael Balint at Solvoyo and looks at the fresh produce supplychain. To read the article, click HERE.
Today, supplychain excellence matters more than ever. During the pandemic, the supplychain discussions take new importance. While the supplychain technology market lost its allure at the start of the last decade, it is now cool again. The supplychain career is new. Reflection.
Few organizations are immune to the effects, which are acutely felt in supplychains — and the more complex they are, the greater the probability of interruptions. The study found that these leaders considered the largest gap to be between supplychain and procurement, citing it as a major issue.
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.
Introduction Gardner, (1954) and Huntzinger, (2007) define Purchase price variance (PPV) as a metric used to measure the effectiveness of cost-saving efforts by calculating the difference between the plannedcost (standard pricing) allocated for purchasing activities and the actual cost incurred.
Understanding how your Procurement and SupplyChain KPIs are performing isn’t just a nice-to-have; it’s essential for survival and growth. Is inventory bloating your costs? Why You Need Visibility of SupplyChain and Procurement KPIs? Check out SCMDOJO’s SupplyChain KPIs Dashboard!
Analytics and business intelligence (BI) are no longer optionaltheyre essential. They need visibility across multiple internal systemslike ERP, CRM, and financial platformsand even external sources shared with suppliers, partners, and customers. Think of it as the central nervous system of your analytics ecosystem.
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