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AI in supply chain automation is gradually reshaping how core functions operate, particularly in procurement, warehousing, and logistics. Key Insight: The use of AI in supply chain automation is producing tangible benefits across procurement, warehousing, and logistics.
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.
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 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than ever—juggling cost control, compliance, supplier risk, and internal complexity, all while trying to modernize outdated systems.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.
However, as carbon taxes and emissions reporting requirements continue increasing, supply chain professionals face mounting pressures from inside and outside their organizations to measure and improve performance against new, nebulous sustainability metrics. Sustainability is high on the list of favorite corporate buzzwords.
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.
The most common form of trading partner collaboration is purchase order collaboration. With PO collaboration, buyers send digital purchase orders over the network to suppliers or other trading partners. They sell to the automotive, data communications, medical, industrial, consumer electronics, and other industries.
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. By aligning supply chain and procurement, spend can be considered more holistically.
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.
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.
Next Steps: Start to model demand based on market data to align the organization on baseline demand. Resist the temptation to place deeper analytics on top of existing data models. Instead, rethink the model and the approach. Out of desperation, they turned to the use of descriptive analytics. Next Steps.
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?
However, this approach ignores real purchasing behavior, such as customers buying complete sets of four tires. Probabilistic demand forecasting, in contrast, provides a full probability distribution, revealing actual purchasing patterns and enabling inventory planners to align stock levels with demand realities. The result?
However, this approach ignores real purchasing behavior, such as customers buying complete sets of four tires. Probabilistic demand forecasting, in contrast, provides a full probability distribution, revealing actual purchasing patterns and enabling inventory planners to align stock levels with demand realities. The result?
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.
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.
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.
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.
In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. Ask a procurement or transportation professional if they have a good demand signal and expect a laugh. The ripple effects are pervasive. This creates waste and destroys human potential.
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.
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.
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. The purchase of Rubikloud by Kinaxis shows just how little the Kinaxis team knows about demand management. Evolution is messy.
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?
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.
When you look behind the scenes of a global business operation, procurement strategy and supply chain management are usually top priorities, though theyre not always working in sync. This blog explores procurement vs supply chain strategy and looks at how aligning the two leads to operational excellence. It doesnt have to be that way.
The past few years have created a lasting impact on the way business is conducted, driving many companies to analytics to gain the visibility they need to control and optimize key processes. The Basics of Procurement KPIs. To accomplish this, our clients rely on the built-in data hub of our Stratum reporting application.
Analytics and business intelligence (BI) are no longer optionaltheyre essential. They integrate, align, and activate data across the business to drive better, faster decisions unlike legacy reporting tools that can’t. Flexible Delivery Options Interactive dashboards, scheduled reports, alerts, mobile access, and more.
Procurement fraud is often overlooked, but it can tear away at your company’s integrity and reputation from the inside if left unchecked for too long. Proactively identifying and managing procurement fraud is incredibly important when safeguarding your organization’s future. Lets take a look.
Within this setup, an ERP procurement module helps companies make purchases and manage suppliers. Numbers speak louder: According to Procurement Tactics’ top procurement trends in 2025 , 83% of CPOs prioritize digitization. Keep reading to learn: What Is ERP in Procurement?
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. It is now a matter of planning the procurement system and the supply management system outside-in and then look at the true demand to minimize the latency.
The chief procurement officer (CPO) is a senior executive responsible for developing and implementing their organization’s procurement policies, procedures, and strategies. Making sure these purchases are of high quality and compliant with relevant laws and regulations also falls under the CPO’s responsibilities.
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.
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.
Rising costs, supply chain chaos, and economic swings put businesses under enormous pressure to protect their margins. According to McKinsey & Company, procurement accounts for 50% to 80% of a company’s cost base. That’s why organizations zero in on strategies to achieve procurementcost reduction.
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.
In the end-to-end source-to-pay (S2P) process , strategic sourcing is the link between spend analytics, category management and contracts management, and is supported by supplier intelligence. Spend Analytics – Strategic sourcing starts with an analysis of product categories and spending patterns within the company.
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. Analytics allows organizations to move beyond intuition.
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.
If you’re eyeing a role as a Procurement Manager (or are looking to hire one), you’re in the right place! As a procurement Manager, you’ll play a crucial role in overseeing the purchasing and procurement process for a company or organization, making sure they get the best bang for their buck.
The roles of logistics and procurement in an efficient supply chain cannot be overstated. According to Paul Myerson , reportsIndustry Week, up 70 percent of a company’s costs come from procurement and logistics operations. Supply Chain Managers and Procurement Professionals Avoid the Conversation.
I will share insights as we go along) The Word Salad Shuffle In the industry, I feel that there is a lot of word salad–consultants and technologists spinning words with little meaning to drive leads. I see a preponderance of reports and white papers that have lots of pages but say little. The average purchased order changes 3.5
Procurement operations are no exception. In fact, 43% of GPOs that took part in the 2023 Global Chief Procurement Officer Survey cited overall procurement risk had increased significantly as compared to 20% in the 2021 study. Keep reading to learn: What is an online procurement system?
Procurement has never played such an important role in the increasingly globalised economy. Has procurement fundamentally changed itself in the past 10 years? Strategic Procurement can mean totally different things in different industries and sectors. The answer is yes.
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