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Each supply chain planning technology at the end of 2024, went through disruption–change in CEO, business model shift, layoffs, re-platforming and acquisitions. To build an outside-in model, and use new forms of analytics, we must start the discussion with the question of, “what drives value?” My advice?
From sourcing and bid evaluation to warehouse slotting and dynamic routing, AI tools support faster and more consistent outcomes by processing large volumes of operational data and identifying patterns that human decision-makers may overlook. These capabilities are now being integrated into mainstream TMS, WMS, and ERP platforms.
AI is reshaping the way organizations source, manage suppliers, and drive value today. As supply chains 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 supply chains 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 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.
Proactively adopting cleaner energy sources ensures alignment with these evolving regulations. The industry’s dependency on traditional energy sources necessitates an urgent shift toward cleaner alternatives. These initiatives also lead to cost savings by maximizing load capacity and reducing fuel consumption.
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.
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.
Three months into 2025, we have seen a barrage of on-again, off-again tariffs that have supply chain and logistics teams reeling, as they must rethink everything from next weeks shipping route to their foundational network models. With the global e-commerce market predicted to reach $8.1 The Ukraine-Russia conflict is ongoing.
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.
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. Such sourcing events can be in the context of direct materials or logistics capacity.
In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. Supply chain was defined in 1982 as interoperability between source, make and deliver. The concept was that managing trade-offs and optimizing the whole to drive business outcomes would improve value.
But between rising costs, complex logistics, and the constant struggle to optimize space and labor, staying ahead can feel like an uphill battle. That’s where warehouse optimization comes in. Here’s what you can expect: A clear definition of warehouse optimization and its core components. Ready to get started?
This advanced analysis allows businesses to predict promotional lift with unprecedented accuracy, ensuring optimized production schedules and inventory positioning through sophisticated supply planning.
These passports document all aspects of the life cycle – from the sourcing of raw materials to final disposal or recycling. Information must be collected at each stage of a product’s life, including material sourcing, energy use, and environmental impact. What Components Comprise a Digital Product Passport?
Supply chain efficiency is the cornerstone of success and involves the effective management of processes, resources, and technologies from procurement to production, transportation to warehousing. As companies across industries have discovered, a well-optimized supply chain can drive significant improvements throughout their operations.
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.
The basic frame of supply chain planning–functional taxonomies for optimization on a relational database–must be redesigned before supply chain leaders can reap the benefit of deep learning, neural networks, and evolving forms of Artificial Intelligence (AI). Or a unified data model across source, make, and deliver for planning?
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.
” As I dipped my spoon into some scrumptious chestnut soup at a great restaurant, my companion asked, “With the advancements in optimization and self-learning, aren’t we close to having self-driving supply chains?” There is no magic ball on design: the organization’s reporting structures vary by culture and size.
Instead of relying solely on a single, monolithic AI model (based on a massive large language model), a company can orchestrate a team of specialized agents, each leveraging the best AI or mathematical technique for its specific task. We needed to model the data in a way that we can do simple searching. Data does not move.
I know that your primary focus is procurement. The distribution models were never tested when implemented. As a result, after four years of the initial go-live, the team blindly used planning models, distorting the plan. Or planned orders to purchase orders?) I encourage all to backcast to test and improve their models.
By embedding analytics across logistics, sourcing, and fulfillment, businesses gain the visibility and foresight needed to stay competitive.Analytics-driven leadership is no longer a luxury; it’s the foundation of operational survival in todays volatile business environment.
The discipline, first defined in 1982, includes source, make, deliver, and planning functions. One of my favorite supply chain leaders has a stack of Palantir reports in black binders on his desk. Kinaxis Purchase of Rubikloud. Kinaxis Purchase of Rubikloud. The Rubikloud acquisition was a $60M cash purchase.
But companies often have diverging incentives and interests from their supply chain partners, so when they independently strive to optimize their individual objectives, the expected result can be compromised. ”. I think about this discussion with Keith often as I work on the Supply Chain Index and edit the chapters of Metrics That Matter.
Digital commerce efficiently requires the digitalization of many customer-facing operations and sourcing and procurement. Supply chain planning involves interaction with different types of information based on internal and external data sources. This includes internal and external data sources.
Those include trust issues, the operating model, and technology. SCCN solutions provide supply chain visibility and analytics across an extended supply chain. The larger the number of industry participants on a network, the better the solution is at sourcing and onboarding.
Source: Supply Chain Insights ASCM defines resilience in the SCM Supply Chain Dictionary as the ability of a supply chain to anticipate, create plans to avoid or mitigate, and to recover from disruptions to supply chain functionality. Improve visibility across the networks that operate in self-serving business models.
Since January, Canadians’ weekly grocery trips have become a real-time indicator for the potential impacts of tariffs as shoppers have responded to threats with a showcase of buying power, prioritizing nationally sourced and manufactured products even before a single tariff was enacted.
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. Buffering creates waste.
This is because most classical planning solutions lack the modeling capability and computing power to accommodate different data sources, large SKU count, and detailed constraints and contingencies to build an immediately executable plan. each with discrete plans generated typically in sequential batch runs.
The introduction of smoke-free products made the use of spreadsheet tools far less efficient in the capacity and sourcing planning as the new product categories had rapid growth. “We We needed to simulate multiple scenarios of significantly increased capacity and sourcing complexity, at speed and over a long planning horizon.
Strategic Sourcing Success: Best Practices and Key Strategies Of course, there are many definition s of source-to-pay but put simply, strategic sourcing is a data-driven approach to securing the best value for your organization from its strategic suppliers. How Has Strategic Sourcing Evolved?
Multiple manufacturers, multiple relationships, multiple distribution models, multiple contracts. Manifesting this trend is the terminology and concept of Digital Path to Purchase — the omni-channel, tech-focused approach to supporting and acting on a consumer’s purchase.
With the global market expansion and deepening supply chain complexity, the roles of procurement leaders have evolved from tactical to strategic. Nowadays, procurement departments not only focus on the day-to-day buying operations but also search for the most efficient ways to go about them. How often do purchases happen?
Supply chain management typically does not fit very well with procurement, which is a challenge at the best of times, and can be a disaster in difficult times. The success of this globalized model rested on three assumptions, the first of which was that governments would act in a rational manner to ensure frictionless trade.
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.
It’s time to focus on how we innovate and optimize our businesses and operations in this permanently altered world. There are lively debates about the meaning and prioritization of scale, globalization, outsourcing, and inventory optimization. Changes in our lives, economies and supply chains are ubiquitous and well embedded now.
It’s about strategic optimizationensuring availability while minimizing waste and costs. With effective Spare Parts Inventory Optimization , businesses can strike a balance between availability and cost, ensuring seamless operations without overburdening budgets. Supply chain disruptions create uncertainty in procurement.
Source Merriam-Webster Dictionary. 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. The acronyms keep coming….
This month, we continue our Procurement Basics series and would like to introduce our readers to yet another set of often misused business terminology. As both sourcing and procurement are related to obtaining supplies for the organization, confusing these two terms is easy. Procurement. What Is Procurement Process?
Retail returns occur when a customer returns the purchased items to a seller in exchange for a refund, store credit, or a similar product. Returns come with plenty of challenges around logistics, inventory, and predicting volatile sales trends. 83% of consumers with a household income of over $100,000 report that returns are important.
1) Apples Supply Chain Model. Annual Report (SEC Filing) is analyzed and simplified supply chain processes are constructed as below, Supply Chain Planning at Apple Inc. Supply Chain Model of Apple Inc. Information from the annual report is also used to produce the Apple Supply Chain Map.
Organisations that have successfully implemented RPA initiatives reportcost savings of up to 80% and time savings of up to a staggering 40%. Procurement. Procurement can also have RPA do dynamic searches of websites to source or conduct market research for future buys and tenders. Purchase Order Management.
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