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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Planning at 93% Acceptance: How a Mid-Market CPG Automated End-to-End Planning Across 60,000 Service Locations
A mid-market consumer packaged goods company in North America with $250M in revenue, serving 60,000+ service locations with 7,000+ active…
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Global S&OP in One Week: How P&G Grooming Reconciles Demand and Supply Across 180 Countries
Procter & Gamble Grooming is the global leader in shaving and grooming, holding 70% market share with over $7 billion…
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CPG Fulfillment at Scale: How Unilever Automates Decisions Across 20+ Brands
When your supply chain serves over 400 distributors and retailers and manages thousands of SKUs daily, inefficiency isn’t just costly,…
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Why CPG Leaders Must Unify Demand, Supply, Fulfillment & Logistics
Planning 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
In 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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Optimizing Seasonal Frozen Foods Supply Chain: A Giant’s Success Story
In the fast-moving frozen foods industry, especially where summer demand can skyrocket fivefold, precise timing isn’t just a nice-to-have—it’s survival.…
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Unilever’s Recipe for Smarter Logistics: Solvoyo’s Optimization Engine for Ambient Products Transportation
Unilever – Fortune 100 Global CPGThe Fortune 100 CPG company producing ambient products identified opportunities in its fulfillment & transportation…
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Top 6 Must-have Capabilities for Automating CPG Production Planning
Effective CPG production planning is critical for achieving operational efficiency, meeting customer demands, and maintaining optimal inventory levels. The Consumer…
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D2C for CPG: Why Brands are Embracing Direct-to-Consumer Approach
The 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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Resilience in Supply Chain: AI-Driven Probabilistic Demand Planning
As businesses grapple with the newly imposed US tariffs, businesses are quickly adjusting their strategies to navigate these fresh disruptions.…
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Unilever Automates Demand Planning with Solvoyo
Unilever, Fortune 100 Global CPG Consolidated demand planning efforts into a single, centralized platform, eliminating silos and ensuring consistency across…
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Unilever Eliminates Silos with Production Planning & Scheduling
Unilever – Fortune 100 CPG Company streamlines automated production planning and decision automation with little to no human touch. Thanks…