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To build an outside-in model, and use new forms of analytics, we must start the discussion with the question of, “what drives value?” ” Traditional planning models optimize functional processes to improve cost and customer service. At the top of the model is a balanced scorecard. You are right.
The logistics and supply chain 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.
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.
Why do some embedded analytics projects succeed while others fail? We surveyed 500+ application teams embedding analytics to find out which analytics features actually move the needle. Read the 6th annual State of Embedded AnalyticsReport to discover new best practices. Brought to you by Logi Analytics.
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.
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than ever—juggling cost control, compliance, supplier risk, and internal complexity, all while trying to modernize outdated systems.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.
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 question then becomes what is a good OTIF score to shoot for?
A disruption at any point in the global logistics network including the average of 12 touch points from shipment packaging to final delivery can prove disastrous for profits, service levels, customer loyalty, and other key metrics. With the global e-commerce market predicted to reach $8.1 billion to $23.07
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.
GEP and the North Carolina State University (NCSU) Supply Chain Resource Cooperative surveyed supply chain, procurement and IT professionals across a range of industries to gain insight into their priorities and strategies regarding supply chain resilience and optimization. Alex Zhong, Director Product Marketing at GEP.
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.
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. Ask a procurement or transportation professional if they have a good demand signal and expect a laugh.
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.
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.
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 planned cost (standard pricing) allocated for purchasing activities and the actual cost incurred.
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.
Wikipedia In 2014, I was exploring methods to publish what is now the Supply Chains To Admire report. The use of orbit charts allowed me to see the patterns of performance at the intersection of metrics over time. We purchase data from Y charts. (A We have archived corporate reporting from Y charts for 1982-2023.
What Is Strategic Sourcing? A Complete Guide Strategic sourcing is a data-driven approach to securing the best value for your organization from its strategic suppliers. It is called strategic because it replaces traditional ad hoc approaches to sourcing, which were almost entirely focused on cost savings, item by item.
The discipline, first defined in 1982, includes source, make, deliver, and planning functions. As an industry, we struggle to embrace new ways of thinking. 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.
Looking to improve operations and achieve cost savings within your procurement processes? Perhaps you already have a process audit report, or are interested in discovering how it could benefit you and streamline your operations. What is the Purpose of a Process Audit Report?
Decoding the Procurement Department: A Comprehensive Guide to Roles and Responsibilities This supply chain article provides a comprehensive overview of the procurement department within an organization. Read In Detail About Procurement Department Here 2.
In light of the global pandemic, resiliency and business continuity come to the fore for the C-suite across many businesses and industries. At the same time, the Chief Purchasing Officer (CPO) has taken on a pivotal role by securing Personal Protective Equipment (PPE) to protect the workforce and direct materials when primary sources fail.
According to a survey by ARC Advisory Group, only 10% of industrial companies are ready to apply artificial intelligence/machine learning. The percentage of industrial companies broadly applying agentic AI and generative AI would be a small fraction of that number. ARC has been actively studying industrial AI for over two years.
I know that your primary focus is procurement. Unfortunately, the industry is full of a lot of Anna(s) and her friends, the doubting Thomas (s). In the industry, supply-centric techniques reign with lots of bravado and messaging on control towers, Demand-driven Materials Requirements Planning (DDMRP), and generative AI.
In the realm of efficient procurement management, understanding the various types of procurementreports becomes paramount. These reports serve as navigational tools, offering insights into different facets of the procurement process.
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.
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. goods were “ rapidly dropping.”
Businesses often use it in retail and purchasing. Category management isn’t just another procurement trend. It’s a way for companies to group similar goods or services (like IT infrastructure, facilities, or raw materials) and manage them holistically instead of handling every purchase in isolation.
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. Prescriptive analytics tells them what to do about it.
Companies often push aside procurement compliance to focus on more pressing issues. No wonder—procurement often gets tedious and burdened with time-consuming processes. However, ignoring procurement compliance is like ignoring a ticking time bomb. Scroll down to find out: What is procurement compliance?
To mitigate risks, many companies are incorporating alternate parts into their sourcing strategy. Here, we highlight some of the obstacles with alternate parts sourcing and discuss key considerations to help streamline the process. 5 ESSENTIALS FOR SOURCING ALTERNATE COMPONENTS 1. Ensure parts originate from a trusted source.
The retail industry is rich with data. 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 is where advanced analytics and AI/ML techniques help. However, using metrics that can be easily tracked and updated is recommended.
Scale drives profitability,” Turner told a group of industry analysts on April 22 nd , the day before the Coupa Inspire user conference began. This technology allows businesses to unify their procurement, expense management, invoicing, payments, sourcing, contract management, and spend analysis processes and reporting.
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?
What Contractors Need to Streamline Procurement in 2025 By Ian Summers (pictured) Content Writer 111 Views You’re on-site before dawn, the framing crew’s ready, but the steel shipment’s stuck in limbo, the invoice isn’t approved, and your project management app just pinged you for the fourth time.
That’s why staying on top of the latest supply chain planning trends is so important – they can make all the difference when it comes to staying competitive, reducing costs, and meeting your customers’ needs. They are more likely to shop for discounts and sales and may delay purchases of some items.
Strong vendor relationships are critical for business success, especially when it comes to managing inventory and procurement. Vendor Relationship Management (VRM) helps businesses manage supplier interactions, track performance, and ensure smooth procurement processes.
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.
The supply chain planning industry is fraught with big claims with little substance. There is no magic ball on design: the organization’s reporting structures vary by culture and size. As shown in Figure 1, the reporting relationships vary. Supply Chain Reporting Structures. What do after-action reviews reveal?
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.
In recent years, the overall state of Procurement has been bolstered by increased proficiency, expanding engagement, and a growing direct impact on operations. And they’re not the only ones—other department heads are also increasingly budget-conscious, creating a new opportunity to partner with procurement for better budget management.
A new report, “Data-Enabled Supply Chain Transparency” has revealed that 77% of respondents indicated their organization considers supply chain transparency to be critically or highly important. Redwood City, CA, 13 October, 2022. About the research.
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