Blogs
Perspectives on autonomous supply chain decisions from the people building them. Practical takes on demand, inventory, supply, and turning recommendations into executed action.

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GenAI vs Agentic AI: Practical Use Cases in Retail Supply Chain Planning
Read more ->: GenAI vs Agentic AI: Practical Use Cases in Retail Supply Chain PlanningEvery week, I hear from supply chain leaders who are excited about GenAI—and a little overwhelmed. The questions are remarkably…
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Demand Sensing: Turn Real-Time Signals into Better Plans
Read more ->: Demand Sensing: Turn Real-Time Signals into Better PlansShort planning cycles, unpredictable shoppers, crowded promos—it’s a lot. The good news is you don’t have to plan in the…
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Inbound Logistics Guide for Maximizing Fleet Utilization
Read more ->: Inbound Logistics Guide for Maximizing Fleet UtilizationWhen it comes to inbound transportation planning, many manufacturers face the same dilemma: how to ensure raw materials and semi-finished…
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Cloud-Native Planning Platform: What is it (and Why It Matters)
Read more ->: Cloud-Native Planning Platform: What is it (and Why It Matters)What Is Cloud Computing—And Why Should Planners Care? At its core, cloud computing refers to the on-demand delivery of computing services—like storage,…
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AI Promotion Planning in Grocery Retail to Cut Stockouts & Waste
Read more ->: AI Promotion Planning in Grocery Retail to Cut Stockouts & WasteIn grocery retail, effective grocery promotion planning is the difference between profitable campaigns and costly failures. A promotion without operational…
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Why CPG Leaders Must Unify Demand, Supply, Fulfillment & Logistics
Read more ->: Why CPG Leaders Must Unify Demand, Supply, Fulfillment & LogisticsPlanning in the Age of Disruption In 2025, global CPG supply chains are navigating the most turbulent waters in over…
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From Chaos to Control: How Beverage Companies Can Master Concurrent Supply Chain Planning
Read more ->: From Chaos to Control: How Beverage Companies Can Master Concurrent Supply Chain PlanningIn the beverage industry, supply chain planning isn’t just a back-office function—it’s the competitive edge. Every season plays by its…
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Integrated Promotion and Supply Chain Planning: The Key to Campaign Success for Fashion Retailers
Read more ->: Integrated Promotion and Supply Chain Planning: The Key to Campaign Success for Fashion RetailersIn fashion retail, planning promotions in isolation is akin to designing a runway show without backstage coordination — chaotic and…
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US Tariffs: How Fashion Retailers Can Stay Ahead with AI and Optimization
Read more ->: US Tariffs: How Fashion Retailers Can Stay Ahead with AI and OptimizationThe fashion world is no stranger to change, but the latest wave of U.S. tariff policies has introduced a new…
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Ensuring Successful Supply Chain Planning Adoption: Hypercare Explained
Read more ->: Ensuring Successful Supply Chain Planning Adoption: Hypercare ExplainedWhat Is Hypercare and Why It Matters in Implementation? Implementing a supply chain planning (SCP) solution is only the beginning…
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Supply Chain Network Design: Total Cost to Serve and CO2 Optimization
Read more ->: Supply Chain Network Design: Total Cost to Serve and CO2 OptimizationA global automotive company approached us to redesign its spare parts distribution network challenging us to optimize Total Cost to…
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AI Inventory Planning for Fashion: Solving the Size Dilemma
Read more ->: AI Inventory Planning for Fashion: Solving the Size DilemmaImagine walking into your favorite clothing store, excited to purchase that trendy jacket you’ve been eyeing online. You finally spot…
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Top 6 Must-have Capabilities for Automating CPG Production Planning
Read more ->: Top 6 Must-have Capabilities for Automating CPG Production PlanningEffective CPG production planning is critical for achieving operational efficiency, meeting customer demands, and maintaining optimal inventory levels. The Consumer…
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5 Retail Supply Chain Technology Trends in 2025
Read more ->: 5 Retail Supply Chain Technology Trends in 20252025 is poised to be a transformative year for retail supply chains, driven by technological innovation, heightened resilience, and a…
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Strategic Network Design & Scenario Planning: Essential Tools for Today
Read more ->: Strategic Network Design & Scenario Planning: Essential Tools for TodaySupply chain leaders have been facing unprecedented challenges these past few years. The global supply chain ecosystem is experiencing a…
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Phantom Inventory: Retail’s Hidden Cost
Read more ->: Phantom Inventory: Retail’s Hidden CostInventory inaccuracy costs retailers billions of dollars globally every year. That’s a staggering number and a massive blow to profitability.…
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Smart Fashion Allocation & Replenishment for Better Full-price Sellthrough
Read more ->: Smart Fashion Allocation & Replenishment for Better Full-price SellthroughFashion retailers face an uphill battle. Short product lifecycles, constantly changing trends, and the need to stock multiple sizes and…
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Perishables Replenishment in Grocery Retail: How to do it effectively
Read more ->: Perishables Replenishment in Grocery Retail: How to do it effectivelyMaintaining optimal stock levels is a complex challenge in the ever-evolving grocery retail landscape, especially concerning perishable goods. Grocery retailers…
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D2C for CPG: Why Brands are Embracing Direct-to-Consumer Approach
Read more ->: D2C for CPG: Why Brands are Embracing Direct-to-Consumer ApproachThe race is on, and CPG companies are stepping up their efforts to reach consumers directly. In fact, the direct-to-consumer…
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Control Tower: New Essential for Supply Chain Planning
Read more ->: Control Tower: New Essential for Supply Chain PlanningControl Towers are the new essential for modern supply chain planning. Unlock real-time visibility and control over your entire supply…
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Integrated Assortment Planning: A Key to Retail Success
Read more ->: Integrated Assortment Planning: A Key to Retail SuccessToday’s retail landscape is a battlefield. The competition is fierce, and customer expectations are higher than ever. Retailers can lose…
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Vendor Collaboration: How to Thrive in the Face of Volatility
Read more ->: Vendor Collaboration: How to Thrive in the Face of VolatilityVendor collaboration is a joint effort that creates a competitive advantage for every stakeholder. It reduces overall costs, errors, and…
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AI-Powered Inventory Planning for Better Sleep
Read more ->: AI-Powered Inventory Planning for Better SleepRecent statistics have revealed a surge in sales across the United States, indicating a growing trend that has caught the…
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Fresh Demand Planning: How AI Empowers Retailers
Read more ->: Fresh Demand Planning: How AI Empowers RetailersThere are various use cases of AI/ML for demand planning of fresh products, from producers to large grocery chains and…
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The Barbie Trend: 4 Must-Haves for Resilient Supply Chain Planning
Read more ->: The Barbie Trend: 4 Must-Haves for Resilient Supply Chain PlanningLike millions of other professionals working remotely from home, I ditched my business suits and high heels in favor of…
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6 Retail Trends & Supply Chain Planning Challenges
Read more ->: 6 Retail Trends & Supply Chain Planning ChallengesRetailers know firsthand how quickly the market can change. One day, a product is flying off the shelves, and the…
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Resilience in Supply Chain: AI-Driven Probabilistic Demand Planning
Read more ->: Resilience in Supply Chain: AI-Driven Probabilistic Demand PlanningAs businesses grapple with the newly imposed US tariffs, businesses are quickly adjusting their strategies to navigate these fresh disruptions.…
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6 Ways AI Empowers End-to-End Decision Automation in Supply Chains
Read more ->: 6 Ways AI Empowers End-to-End Decision Automation in Supply ChainsAs a child, I was mesmerized by beauty pageants, especially Miss World, where women from all around the world strutted…
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How Technology Makes Continuous Innovation Possible: A Case Study with Unilever
Read more ->: How Technology Makes Continuous Innovation Possible: A Case Study with UnileverAutonomous E2E decision making isn’t a distant dream; it’s the reality crafted by the synergy between Unilever, a global consumer…
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Delivering Maximum Freshness: What Supply Chains Must Overcome to Deliver on the Consumer Promise
Read more ->: Delivering Maximum Freshness: What Supply Chains Must Overcome to Deliver on the Consumer PromiseFresh produce has a limited shelf life, often measured in days rather than weeks. This places tremendous pressure on fresh…
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It’s Only Business With Brittain Ladd: This Is Why Logistics and Velocity Matter
Read more ->: It’s Only Business With Brittain Ladd: This Is Why Logistics and Velocity MatterLogistics are part of supply chains. The purpose of a supply chain is to do one thing – enable a…
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Food Waste: A Dire Situation in Perishables Supply Chain – Here’s What You Can Do
Read more ->: Food Waste: A Dire Situation in Perishables Supply Chain – Here’s What You Can DoFood waste is a critical global issue that affects our environment and exacerbates hunger and food insecurity. It is alarming…
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Driving Long-Term SaaS ROI: The Power of Customer Success
Read more ->: Driving Long-Term SaaS ROI: The Power of Customer SuccessWhat are the critical factors that contribute to long-term success in SaaS supply chain planning technology adoption, and how can…
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It’s Only Business With Brittain Ladd: It’s Not a Chain
Read more ->: It’s Only Business With Brittain Ladd: It’s Not a ChainSupply chains are notoriously volatile. Creating autonomous supply chains won’t eliminate volatility, but AI has the ability to evaluate data…
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It’s Only Business With Brittain Ladd: The Autonomous Supply Chain is Real
Read more ->: It’s Only Business With Brittain Ladd: The Autonomous Supply Chain is RealSupply chains are notoriously volatile. Creating autonomous supply chains won’t eliminate volatility, but AI has the ability to evaluate data…
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Seniority is not a candy cane!
Read more ->: Seniority is not a candy cane!As managers and executives in Software Development, one of our primary challenges is building and retaining high-performing development teams. As…
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Promotion Management: Why Is It Important in Inventory Management?
Read more ->: Promotion Management: Why Is It Important in Inventory Management?Last year, I wanted to be a grateful child and buy a sweater for my mom. It was Mother’s Day,…
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Top Supply Chain Challenges for CPG companies in 2023
Read more ->: Top Supply Chain Challenges for CPG companies in 2023Commerce is global and regional at the same time, the world is getting smaller and more interconnected, and Consumer Packaged…
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Using AI & ML in Retail Supply Chain Planning
Read more ->: Using AI & ML in Retail Supply Chain PlanningArtificial Intelligence (AI) and Machine Learning (ML) are hot topics being discussed in the retail world. Across the globe, whether…
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RFI, RFQ, or RFP Is Not for SaaS Purchases. Here’s Why.
Read more ->: RFI, RFQ, or RFP Is Not for SaaS Purchases. Here’s Why.Companies tend to engage in a request for information (RFI), request for quote (RFQ), and request for proposal (RFP) processes…
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Effective Omnichannel Planning: 5 Success Factors
Read more ->: Effective Omnichannel Planning: 5 Success FactorsOmnichannel planning has become a central part of retail supply chain planning, with online shopping steadily rising since 2010. With…
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Cluster Analysis Applications in Retail Industry
Read more ->: Cluster Analysis Applications in Retail IndustryFrom segmenting customers to planning replenishment strategy for store groups, cluster analysis in the retail industry provides many benefits. From…
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8 Steps to Follow While Doing Cluster Analysis for Smart Decision-Making
Read more ->: 8 Steps to Follow While Doing Cluster Analysis for Smart Decision-MakingHow do you measure the performance of your retail stores? Ordering by a metric and comparing the best and worst…
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Making Supply Chain Planning Agile with Modular Planning Technologies
Read more ->: Making Supply Chain Planning Agile with Modular Planning TechnologiesVolatility and ambiguity are not going away from our lives. We need planning platforms to keep up with all the…
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Part II – Glasgow 2021: World ready to treat nature better? Maybe.
Read more ->: Part II – Glasgow 2021: World ready to treat nature better? Maybe.Paris Agreement in 2015 had an aggressive target of limiting the global increase in temperatures to no more than 2…
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Supply Chain Digital Twin – Day in the life of a production planner
Read more ->: Supply Chain Digital Twin – Day in the life of a production plannerHow a Supply Chain Digital Twin can help a Production Planner when there is an unexpected disruption, let’s take a…
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Autonomous Planning in Supply Chain: 4 Must-Haves for Next-Generation Platforms
Read more ->: Autonomous Planning in Supply Chain: 4 Must-Haves for Next-Generation PlatformsAlgorithms, Automation, Architecture and Agility are the 4 Must-Haves that differentiate the next-generation of supply chain planning platforms.
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Day in the life of a Supply Chain Leader: Discover The Future of Planning
Read more ->: Day in the life of a Supply Chain Leader: Discover The Future of PlanningEffective supply chain management begins with aligning supply, demand, and inventory planning according to business strategies. You need integrated, automated,…
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8 Supply Chain Planning Challenges Retailers Will Face in 2022 and Tips to Overcome Them
Read more ->: 8 Supply Chain Planning Challenges Retailers Will Face in 2022 and Tips to Overcome ThemAdopting next-generation integrated planning and analytics platforms with digital workflows, advanced analytics, AI/ML, and automation capabilities will be the way…
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The Future of Retail: Technologies Enabling Q-Commerce Growth
Read more ->: The Future of Retail: Technologies Enabling Q-Commerce GrowthSpeed and availability are the most important reasons customers choose RGD and Q-Commerce companies. To keep up with the demand,…
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