[{"data":1,"prerenderedAt":209},["ShallowReactive",2],{"news-index":3},[4,35,47,58,70,81,90,98,106,114,123,131,140,149,158,167,175,183,192,200],{"id":5,"path":6,"title":7,"description":8,"date":9,"image":10,"tags":11,"author":15,"byline":17,"type":33,"featured":34,"draft":34,"unlisted":34},"blog\u002Fnews\u002Freconfiguration-journey-data-tools-agents.md","\u002Fnews\u002Freconfiguration-journey-data-tools-agents","The Reconfiguration Journey: Data First, Tools Second, Agents Last","A transformation collaboration between Deducta and 4C Associates. Reliable data must come before tools, and tools before agents.","2026-10-12","\u002Fimages\u002Fblog\u002Fdeducta-4c-reconfiguration-hero.jpg",[12,13,14],"AI","Procurement","Transformation",{"name":16},"Deducta & 4C Associates",[18,25],{"name":19,"role":20,"bio":21,"photo":22,"email":23,"linkedin":24},"Jeff Fasegha","Co-Founder and CEO","Jeff is Co-Founder and CEO of Deducta, helping enterprises turn their messy data into better decisions.","\u002Fimages\u002Fteam\u002Fjeff-fasegha.jpg","jeff@deducta.ai","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fjeffreyfasegha\u002F",{"name":26,"role":27,"bio":28,"photo":29,"linkedin":30,"website":31,"websiteLabel":32},"Jeremy Smith","Managing Director, 4C Associates","Jeremy Smith is the Managing Director of 4C Associates, a London-based consultancy specializing in procurement, operations, and supply chain transformation.","\u002Fimages\u002Fteam\u002Fjeremy-smith.jpg","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fjeremysmith27\u002F","https:\u002F\u002Fwww.4cassociates.com\u002F","4C Associates","article",false,{"id":36,"path":37,"title":38,"description":39,"date":40,"image":41,"tags":42,"author":44,"byline":45,"type":33,"featured":46,"draft":34,"unlisted":34},"blog\u002Fnews\u002Fdurable-savings.md","\u002Fnews\u002Fdurable-savings","The Case for Durable Savings","Finance prices revenue by its durability. Procurement should price savings the same way.","2026-09-30","\u002Fimages\u002Fblog\u002Fdurable-savings-hero.jpg",[13,43],"Cost Savings",{"name":19},{"name":19,"role":20,"bio":21,"photo":22,"email":23,"linkedin":24},true,{"id":48,"path":49,"title":50,"description":51,"date":52,"image":53,"tags":54,"author":56,"byline":57,"type":33,"featured":46,"draft":34,"unlisted":34},"blog\u002Fnews\u002Fdecision-intelligence.md","\u002Fnews\u002Fdecision-intelligence","Decision Intelligence: Stop Describing the Past, and Start Deciding What's Next","Analytics is a product any company can buy. Intelligence is a capability to nurture, and it's where the next decade of enterprise advantage will be won.","2026-08-25","\u002Fimages\u002Fblog\u002Fdecision-intelligence.jpg",[12,55],"Decision Intelligence",{"name":19},{"name":19,"role":20,"bio":21,"photo":22,"email":23,"linkedin":24},{"id":59,"path":60,"title":61,"description":62,"date":63,"image":64,"tags":65,"author":67,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":34},"blog\u002Fnews\u002Fself-learning-data-systems.md","\u002Fnews\u002Fself-learning-data-systems","The Enterprise Brain: Building Self-Learning Data Systems","See how enterprise data can evolve into an AI-native foundation. The Enterprise Brain pairs a shared context hub with an agentic decision layer, keeping every result consistent and traceable while it learns from each use.","2026-07-17","\u002Fimages\u002Fblog\u002Fself-learning-data-systems.png",[12,66],"Data Architecture",{"name":68},"Deducta Engineering",null,{"id":71,"path":72,"title":73,"description":74,"date":75,"image":76,"tags":77,"author":79,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fprocurement-rules-vs-context.md","\u002Fnews\u002Fprocurement-rules-vs-context","Procurement Runs on Rules. It Should Run on Context.","The early AI conversation was about models. The new conversation is about context — and it is more important than the model conversation ever was.","2026-03-20","\u002Fimages\u002Fblog\u002Fprocurement-rules-vs-context.jpg",[13,12,78],"Spend Analysis",{"name":80},"Deducta",{"id":82,"path":83,"title":84,"description":85,"date":86,"image":87,"tags":88,"author":89,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fai-procurement-evaluation.md","\u002Fnews\u002Fai-procurement-evaluation","AI in Procurement: Cutting Through the Hype to Real Applications","Learn what AI can realistically do in procurement (spend classification, risk prediction, pattern recognition), its limitations, and how to evaluate tools with clear success criteria.","2026-03-03","\u002Fimages\u002Fblog\u002Fai-evaluation-robot-human.jpg",[12,13],{"name":80},{"id":91,"path":92,"title":93,"description":94,"date":86,"image":95,"tags":96,"author":97,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fai-spend-analysis-how-it-works.md","\u002Fnews\u002Fai-spend-analysis-how-it-works","How AI Is Transforming Spend Analysis—And Why It Matters","Understand what powers AI spend analytics: automated classification, anomaly detection, predictive modeling, and natural language querying.","\u002Fimages\u002Fblog\u002Fai-spend-circuit-board.jpg",[12,78],{"name":80},{"id":99,"path":100,"title":101,"description":102,"date":86,"image":103,"tags":104,"author":105,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fgenerative-ai-procurement-beyond-hype.md","\u002Fnews\u002Fgenerative-ai-procurement-beyond-hype","Generative AI in Procurement: A Guide Beyond the Chatbot Hype","Explore generative AI applications for procurement—RFx generation, contract analysis, supplier communications—what works and what's still hype.","\u002Fimages\u002Fblog\u002Fgenerative-ai-network.jpg",[12,13],{"name":80},{"id":107,"path":108,"title":109,"description":110,"date":86,"image":111,"tags":112,"author":113,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fhidden-procurement-savings-measurement-gap.md","\u002Fnews\u002Fhidden-procurement-savings-measurement-gap","Hidden Procurement Costs: Why Process Expenses Outweigh Your Price Negotiations","Your procurement team negotiates unit prices while missing 3x larger savings in process costs, payment timing, and demand management. Here's the visibility gap and where to look.","\u002Fimages\u002Fblog\u002Fhidden-savings-money.jpg",[13,43],{"name":80},{"id":115,"path":116,"title":117,"description":118,"date":86,"image":119,"tags":120,"author":122,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fintelligent-sourcing-ai-supplier-discovery.md","\u002Fnews\u002Fintelligent-sourcing-ai-supplier-discovery","Intelligent Sourcing: How AI Accelerates Supplier Discovery and Should-Cost Analysis","Intelligent sourcing uses AI for accelerated supplier discovery, real-time should-cost modeling, continuous risk monitoring, and procurement automation.","\u002Fimages\u002Fblog\u002Fintelligent-sourcing-team.jpg",[12,121,13],"Sourcing",{"name":80},{"id":124,"path":125,"title":126,"description":127,"date":86,"image":128,"tags":129,"author":130,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fprocurement-cost-reduction-calculation-methodology.md","\u002Fnews\u002Fprocurement-cost-reduction-calculation-methodology","Procurement Cost Reduction: The Calculation Methodology Finance Teams Actually Accept","Most procurement savings get rejected due to baseline errors and market adjustment failures. Learn the calculation methodology and documentation standards that build credibility.","\u002Fimages\u002Fblog\u002Fcost-reduction-invoice.jpg",[13,43],{"name":80},{"id":132,"path":133,"title":134,"description":135,"date":86,"image":136,"tags":137,"author":139,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fprocurement-data-competitive-advantage.md","\u002Fnews\u002Fprocurement-data-competitive-advantage","Why Procurement Data Management Is Your Competitive Advantage","Learn how centralized spend management, standardized classification, and automated validation create competitive advantages in negotiations, forecasting, and compliance.","\u002Fimages\u002Fblog\u002Fprocurement-data-professional.jpg",[138,13],"Data",{"name":80},{"id":141,"path":142,"title":143,"description":144,"date":86,"image":145,"tags":146,"author":148,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fprocurement-intelligence-reports-to-insights.md","\u002Fnews\u002Fprocurement-intelligence-reports-to-insights","Procurement Intelligence: From Backward-Looking Reports to Forward-Looking Insights","Traditional spend reporting shows what happened. Procurement intelligence uses internal data, market signals, and predictive analytics to show what's coming—and what to do about it.","\u002Fimages\u002Fblog\u002Fprocurement-intelligence-analysis.jpg",[13,147],"Intelligence",{"name":80},{"id":150,"path":151,"title":152,"description":153,"date":86,"image":154,"tags":155,"author":157,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fprocurement-savings-strategies.md","\u002Fnews\u002Fprocurement-savings-strategies","Procurement Savings: How to Calculate and Track Value That Finance Will Actually Believe","Learn how to calculate and track procurement savings using defensible methodologies. Discover strategies for building credibility with finance through rigorous measurement and validation.","\u002Fimages\u002Fblog\u002Fprocurement-savings-coins.jpg",[156,13],"Savings",{"name":80},{"id":159,"path":160,"title":161,"description":162,"date":86,"image":163,"tags":164,"author":166,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fsourcing-automation-decision-framework.md","\u002Fnews\u002Fsourcing-automation-decision-framework","Sourcing Automation: Which Tasks to Automate (and Which Still Need Human Judgment)","Not all sourcing tasks should be automated. Learn which processes benefit from sourcing automation, which require human oversight, and how to avoid mistakes.","\u002Fimages\u002Fblog\u002Fsourcing-automation-framework.jpg",[13,165],"Automation",{"name":80},{"id":168,"path":169,"title":170,"description":171,"date":86,"image":172,"tags":173,"author":174,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fsourcing-methods-procurement-framework.md","\u002Fnews\u002Fsourcing-methods-procurement-framework","Sourcing Methods in Procurement: Choosing the Right Approach","Most companies use the wrong sourcing method for their spend categories. Learn when competitive bidding, sole sourcing, preferred supplier programs, and e-sourcing platforms actually work.","\u002Fimages\u002Fblog\u002Fsourcing-methods-samples.jpg",[121,13],{"name":80},{"id":176,"path":177,"title":178,"description":179,"date":86,"image":180,"tags":181,"author":182,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fspend-analysis-process.md","\u002Fnews\u002Fspend-analysis-process","The Spend Analysis Process: From Raw Data to Strategic Decisions","This article walks through each stage of the spend analysis process—from data collection to action planning—with specific failure modes and diagnostic questions.","\u002Fimages\u002Fblog\u002Fspend-analysis-documents.jpg",[13,78],{"name":80},{"id":184,"path":185,"title":186,"description":187,"date":86,"image":188,"tags":189,"author":191,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fspend-analytics-actionable-intelligence.md","\u002Fnews\u002Fspend-analytics-actionable-intelligence","Spend Analytics 101: Turning Procurement Data into Actionable Intelligence","Most companies have spend data. Few have spend intelligence that survives CFO scrutiny. Learn how spend analytics transforms procurement data into defensible decisions—not just reports.","\u002Fimages\u002Fblog\u002Fspend-analytics-finance.jpg",[13,190],"Analytics",{"name":80},{"id":193,"path":194,"title":195,"description":196,"date":86,"image":197,"tags":198,"author":199,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fstrategic-sourcing-procurement-guide.md","\u002Fnews\u002Fstrategic-sourcing-procurement-guide","Sourcing and Procurement: A Practical Guide to Strategic Value Creation","Strategic sourcing turns procurement from tactical purchasing to systematic value creation. This guide breaks down the sourcing process, failure modes, and integrating sourcing and procurement operations.","\u002Fimages\u002Fblog\u002Fstrategic-sourcing-presentation.jpg",[13,121],{"name":80},{"id":201,"path":202,"title":203,"description":204,"date":205,"image":206,"tags":207,"author":208,"byline":69,"type":33,"featured":34,"draft":34,"unlisted":46},"blog\u002Fnews\u002Fai-machine-learning-procurement.md","\u002Fnews\u002Fai-machine-learning-procurement","How AI and Machine Learning Are Changing Procurement","From automated spend classification to predictive supplier risk—see how AI and ML transform procurement decisions.","2026-02-24","\u002Fimages\u002Fblog\u002Fai-procurement-hero.jpg",[12,13],{"name":80},1792699606848]