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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Wayne’s wORld: Imagine – Fun in the Sun with Supply Chain Insights
Lora Cecere and the Supply Chain Insights team hosted their annual Global Summit at the beautiful Phoenician Resort in Scottsdale,…
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Wayne’s wORld: CSCMP and the ride of the Three Amigos
In addition to this super intriguing Blog and a host of other marketing efforts we work hard to keep up…
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Wayne’s wORld: Brilliant Minds Collaborate in Nashville
I had the opportunity in late August to spend some time with Tompkins International and their consortium members at a…
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Ege-man the Analyst: "Never Eat Lunch Alone"
Hi! Egemen speaking. I am the new Business Analyst at Solvoyo. Yaay! September 1st was the first working day for me and…
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Wayne’s wORld: Where in the wORld has Wayne been?
So here we are a solid 4 months since my last post. I guess I have no excuses and attribute…
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OR and Omni-Channel Retailing – A match made in Heaven
The complex world of omni-channel retailing has introduced a new realm of analytical challenges. I touched on this topic briefly…
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The Intersection of Math, Supply Chain and Cloud Computing
I have used this space primarily to talk about the innovative application of advanced mathematical techniques and Operations Research methods…
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Wayne’s wORld: Parallel wORlds – Homebrewing and OR…Weird but True
OK, a pre-warning, y’all have to work with me a little this time around. This idea has been swimming around…
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Wayne's World: Special Edition – Modex In Atlanta… What A Show!!!
Good day from the ever-changing world of supply chain optimization. This was a big week with a quick update on…
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Wayne's World: Dude, Sounds Like A Great Plan!
Not to take too much liberty with my grunge theme wrapped around state-of-the-art Operations Research analytical techniques, but when you…
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Wayne's World: Dude, Why The Big Or?!?
I had a few people ask me at Modex why Wayne’s wORld ignored proper use of capitalization and the “O”…
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Get Your Head Into The Cloud(s)
I remember when growing up my parents and teachers would tell me to get my head out of the clouds.…