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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.
” I advise for clients to maximize the value of SAP as a system of record and start to build the concepts and flows for the next generation of planning as a system of insights. To build an outside-in model, and use new forms of analytics, we must start the discussion with the question of, “what drives value?
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. This refers to AI systems that act with autonomy and are programmed to accomplish specific goals.
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. This refers to AI systems that act with autonomy and are programmed to accomplish specific goals.
Procurement and supply chain 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 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than ever—juggling cost control, compliance, supplier risk, and internal complexity, all while trying to modernize outdated systems.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.
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.
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?
Procuring transportation for freight is much different than any other procurement category. Transportation procurement needs to support both customer service and a company’s internal supply chain goals. One master of freight procurement is Kyle Masters. Procurement ran a request for proposal event.
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. But when spend is scattered across systems, business units, and suppliers, finding those insights is easier said than done.
As Procurement teams are tasked to do more with less in an increasingly complex and uncertain market, digitization has become a must. Procurement leaders have increasingly turned to Spend and Supplier Management platforms to improve decision-making, efficiency and collaboration. What is Total Economic Impact? Payback in under 6 months.
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 systems–based on shipment and order data–were out of step with the market. With fixed models and hard-wired data feeds, teams could not adjust the planning systems to use consumption data or market indicators. Next Steps: Start to model demand based on market data to align the organization on baseline demand.
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 reporting tools that can’t.
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.
It is crucial for organizations to understand the importance of Purchase Order collaboration to effectively manage their direct spend, optimize operations, and mitigate risks. From natural disasters to geopolitical tensions and the ongoing COVID-19 pandemic, supply chains have been significantly impacted.
In the supply chain team analysis, note the 21% gap between procurement and manufacturing teams, the 35% gap between sales and operations and the 21% gap between finance and operations. Layering CRM and SRM on top of ERP made sales and procurement more efficient but less effective in working with trading partners and serving the organization.
Unfortunately, the use of full truckload shipments and expenditures have hit an all-time high, reports Kate Patrick of Supply Chain Dive. Decreasing capacity and increasing full truckload rates are expected to increase throughout 2018, reports Freight Waves. Conducting annual procurement exercises. Download eBook.
The Science of Demand Planning: Improving Forecast Accuracy Consider this example: A traditional forecasting system analyzing tire sales might observe 12 units sold annually and determine an average monthly demand of one tire. However, this approach ignores real purchasing behavior, such as customers buying complete sets of four tires.
The Science of Demand Planning: Improving Forecast Accuracy Consider this example: A traditional forecasting system analyzing tire sales might observe 12 units sold annually and determine an average monthly demand of one tire. However, this approach ignores real purchasing behavior, such as customers buying complete sets of four tires.
Opportunities for Procurement Technology As we look toward 2025, European businesses are reshaping their supply chains to navigate an increasingly complex global landscape. A recent report by Maersk and Reuters Events highlights that 68% of companies are making supply chain visibility and monitoring solutions a top priority.
The supply chain is a complex non-linear system. 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.) Was this by design?
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. In the automotive sector, manufacturers are simultaneously reducing inventory costs and delivery times.
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.
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.
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?
The landscape of public sector procurement has undergone significant transformation in recent years, driven by advancements in technology, evolving regulatory frameworks, and an increasing emphasis on sustainability. Predictiveanalytics powered by ML helps organizations anticipate procurement trends and identify potential risks.
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.
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. Until this happens, use a data science team to model and drive insights from channel data.
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 procurementsystem?
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. Theyre often seen as separate worlds, each with its own goals, systems, and ways of working. It doesnt have to be that way.
If you were tasked with procuring the best supply chain IT system, what would you look for? ERP, APS, SCM Systems Explained Organisations often use these systems together because each serves a distinct but complementary purpose. Think of it managing things like purchase orders, invoices, and inventory records.
ERP systems form the backbone of efficient operations for many organizations. 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.
The method is not systemic and the data scientists lack an understanding of supply chain management. One of my favorite supply chain leaders has a stack of Palantir reports in black binders on his desk. Kinaxis Purchase of Rubikloud. The Rubikloud acquisition was a $60M cash purchase. Elemica Purchase by Eurazeo.
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.
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. Why is Vendor Relationship Management Important?
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 second assumption was that variability would be low, and IT systems have been implemented in the belief that the global economy would remain on an even keel.
Depending on the nature of your business, your trading partners or your location, this could include procurement strategies, demand planning, logistics, and global trade management among others. Mastering Direct Spend Management Procurement teams generally do not report to the chief supply chain officer.
How Intake and Orchestration AI Are Reshaping Procurement If youve been paying attention to technology developments in procurement, youve probably come across the term Intake & Orchestration. These could be service requests, inquiries, demand planning, or purchase needs. So, whats it all about? And why should you take note?
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.
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.
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