Resource Hub
Featured resources
Blog
GenAI vs Agentic AI: Practical Use Cases in Retail Supply Chain Planning
Five retail planning use cases, the KPI impact of each, and the guardrails to set before rollout.
Blog
Phantom Inventory: Retail’s Hidden Cost
How phantom inventory hurts retailers’ profit and customer satisfaction, and how AI can catch it.
Blog
Fresh Demand Planning: How AI Empowers Retailers
How grocery retailers use AI to lift planner productivity, cut waste and drive sales.
Case study
How İstegelsin Achieved a 14-Point Availability Leap with Real-Time Fresh Product Automation
A rapid grocery delivery player in Turkey lifts fresh product availability by 14 points with real-time planning.
Case study
Studenac Market Conquers Seasonal Chaos Across 1,000+ Locations
8x planner productivity, 81% user acceptance and 55% fewer lost sales across 1,000+ stores.
Blog
AI Promotion Planning in Grocery Retail to Cut Stockouts & Waste
How AI promotion planning helps grocers cut stockouts and waste while protecting profit.
Case study
CPG Fulfillment at Scale: How Unilever Automates Decisions Across 20+ Brands
Unilever combines SAP and OTT data with an optimization model to improve fulfillment across 20+ brands.
Case study
Global S&OP in One Week: How P&G Grooming Reconciles Demand and Supply Across 180 Countries
The global leader in shaving and grooming shortens its S&OP cycle to a week.
Blog
Why CPG Leaders Must Unify Demand, Supply, Fulfillment & Logistics
How concurrent planning unifies demand, supply, fulfillment and logistics for CPG companies.
Blog
US Tariffs: How Fashion Retailers Can Stay Ahead with AI and Optimization
How AI-powered planning helps fashion retailers respond to US tariff changes and control cost.
Blog
AI Inventory Planning for Fashion: Solving the Size Dilemma
How AI inventory planning fixes the size mix, cutting overstock and lost sales.
Case study
Global Markdown Optimization
Automated markdown recommendations and central pricing management at DeFacto, a multinational apparel retailer.
Case study
How İstegelsin Achieved a 14-Point Availability Leap with Real-Time Fresh Product Automation
A rapid grocery delivery player in Turkey lifts fresh product availability by 14 points with real-time planning.
Case study
Demand Planning and Pricing Solutions for Category Management
How automation and predictive insights helped an e-commerce retailer meet its sales targets.
Blog
Promotion Management: Why Is It Important in Inventory Management?
Why promotion planning belongs inside inventory management, and what it does for sales and customers.
Blog
Inbound Logistics Guide for Maximizing Fleet Utilization
How inbound logistics optimization cuts empty miles and cost while raising service reliability.
Case study
Optimizing Seasonal Frozen Foods Supply Chain: A Giant’s Success Story
How Unilever’s ice cream business plans for summer demand that can jump fivefold.
Case study
Unilever’s Recipe for Smarter Logistics: Solvoyo’s Optimization Engine for Ambient Products Transportation
How a Fortune 100 CPG maker found savings in its ambient fulfillment and transportation network.
Case study
Demand-Driven Replenishment & Last Mile Delivery
g2m, a foodservice distributor in Turkey, increases collaboration and planning productivity.
Whitepaper
Big Data Analytics for Wholesalers and Distributors
How a planning approach lifts supply chain performance and cuts waste for wholesalers and distributors.
Blog
An $88B Weight Gain: How Wholesalers Can Put Their Supply Chain Back in Shape
How wholesalers can put their supply chain back in shape.
All resources
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Integrated Promotion and Supply Chain Planning: The Key to Campaign Success for Fashion Retailers
In 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
The fashion world is no stranger to change, but the latest wave of U.S. tariff policies has introduced a new…
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AI Inventory Planning for Fashion: Solving the Size Dilemma
Imagine walking into your favorite clothing store, excited to purchase that trendy jacket you’ve been eyeing online. You finally spot…
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Smart Fashion Allocation & Replenishment for Better Full-price Sellthrough
Fashion retailers face an uphill battle. Short product lifecycles, constantly changing trends, and the need to stock multiple sizes and…
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Integrated Assortment Planning: A Key to Retail Success
Today’s retail landscape is a battlefield. The competition is fierce, and customer expectations are higher than ever. Retailers can lose…
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The Barbie Trend: 4 Must-Haves for Resilient Supply Chain Planning
Like millions of other professionals working remotely from home, I ditched my business suits and high heels in favor of…
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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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8 Supply Chain Planning Challenges Retailers Will Face in 2022 and Tips to Overcome Them
Adopting 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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Global Markdown Optimization
DeFacto – Multinational Apparel RetailerDeFacto improved precision through millions of automated markdown recommendations meeting different business objectives
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In-season Inventory Management
DeFacto – Multinational Apparel RetailerDeFacto reached a 100% automated initial allocation & replenishment processes’ accepting 90% of 150+ weekly recommendations
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Pre-season Planning
DeFacto – Multinational Apparel RetailerEnd-to-end to digital transformation for integrated budget management and buy planning
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Digital Transformation for Pre-Season Planning
Penti – Apparel RetailerPenti achieved end-to-end integration and digital transformation for pre-season planning