Blogposts

For all the technological progress of the last decade — automation platforms, Supplier Management suites, AI copilots, category tools, risk dashboards — Procurement remains stuck on the same foundational problem it has always had: What are we buying? From whom? At what price? And when? These four questions define Procurement. But they are not all […]

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For years, we’ve emphasized a simple truth: digitalization can’t scale in procurement without a strong data foundation, and it has become even more essential with the rise of AI agents making autonomous decisions in procurement process automation. Now, the latest HFS Research + DPW “Put AI to Work” report confirms it: 65% of procurement leaders say poor data quality is the […]

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Even in organisations with established procurement frameworks, issues still arise due to unclear roles, scattered data, and limited visibility, which create inefficiencies and tension among Category Management, Strategic Sourcing, and Supplier Relationship Management (SRM). Addressing these challenges requires not only a strategic vision but also robust technological foundations—ensuring all teams operate with accurate data, complete transparency, […]

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Many Companies have established corporate Master Data Management (MDM) teams to oversee new data, prevent duplications, apply naming conventions, etc. This has been necessary because departments like engineering, supply chain, maintenance, and operations generate low-quality data due to their lack of data literacy, which has been an ongoing issue despite numerous attempts to improve it. The issue is […]

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Building upon the discourse initiated in our previous blog post regarding the challenging debate surrounding ROI measurement for Procurement Data Foundation initiatives, we now delve deeper into a natural consequence that emerges from this ongoing dialogue: the imperative of embracing data quality as a long-term initiative involving data stakeholders, especially the unconscious ones that are at the […]

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In the realm of procurement, there’s a universal belief that a solid data foundation is non-negotiable to achieve savings targets, reduce risks, and achieve many other goals that procurement as a function must deliver. Procurement professionals across industries recognize that the effectiveness and efficiency of rather expensive digital tools to be implemented or already in production for procurement digitalization […]

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If you are an SAP MM user, you are probably quite familiar with the Material Groups (MG) categorization field, which is mandatory in any Material Management transaction from Master Data to Purchase Requisition, Orders, Plant Maintenance, and beyond. Moreover, linked to MG, there are the Category Management structure, the budget allocation, the approval workflows, and last but […]

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In the digital era, Chief Information Officers (CIOs) have long been responsible for providing companies with the necessary tools and technologies to drive digital transformation. However, a historical disconnect has existed between CIOs and Chief Procurement Officers (CPOs), resulting in disagreements and suboptimal outcomes for digitization projects. This divide stems from the realization that these […]

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As a CIO, your primary focus is on creating an efficient, streamlined IT infrastructure that supports the overall goals of the organization. When it comes to managing master data, multi-domain solutions promise several advantages, such as: Architectural simplicity: A single platform for managing multiple types of master data, such as customer, product, and supplier information […]

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As a Chief Procurement Officer, you know the importance of procurement data quality and worry about your Material Master Data. However, considering your CIO may have decided for, or is already implementing, a multi-domain master data management (like SAP MDG) to govern all Company’s Master Data, including your Material Master Data, now, you feel comfortable. But, beyond the glittering facade […]

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