A leading CPG giant faced major sales losses due to the absence of intelligent product substitution. Traditional safety-stock rules and manual substitution lists fell short, driving stockouts and revenue loss. Our AI-powered solution helped the client identify the ideal substitute product, influencing $133M through improved order fulfillment rate.
Case Study Topic: Business Intelligence
Unlocking Competitive Advantage with Predictive Market Share Intelligence
Learn how a leading US grocery and general retailer strengthened its market position through a predictive Market Share Analytics solution. By integrating 18+ data sources and embedding competitive intelligence capabilities, the retailer improved reporting accuracy, accelerated decision-making, and unlocked a ~$2.7B revenue impact, turning market insights into a sustained competitive advantage.
Streamlining Stock Transfer Orders with AI-Powered Replenishment System
A leading CPG enterprise struggled with frequent last-minute stock transfer orders due to manual, spreadsheet-based processes and the absence of a data-driven safety stock strategy. MathCo implemented an AI-powered replenishment automation system using Agentic AI and ML insights, enabling faster, more accurate fulfillment and end-to-end warehouse efficiency across multiple locations. This helped to reduce stockout incidents by 30%.
Elevating Marketing ROI Through Multi-Touch Attribution
A leading global fashion retailer transformed its marketing effectiveness with MathCo’s Multi-Touch Attribution framework. By unifying online and offline data, deploying advanced algorithmic models, and enabling touchpoint simulations, the company achieved ~1.5x higher ROI and 15% lower eCPA. The solution delivered actionable insights, powered smarter budget allocation, and strengthened resilience in a cookie-less world.
Maximizing Membership ROI Through Ideal Member Analysis
Explore how MathCo partnered with a leading general retailer to identify high-value members and build a comprehensive, data-driven segmentation framework. By leveraging behavioral insights to design targeted engagement strategies, the retailer achieved a measurable uplift in conversion rates while strengthening loyalty, maximizing member value, and unlocking long-term growth potential across its membership program.
Strengthening E-Commerce Growth Through Buyer Trust Analytics
A leading e-commerce company partnered with MathCo to create a Buyer Trust Model that turned fragmented buyer data into actionable insights. By profiling customers with trust scores and streamlining dispute reviews, the solution cut fraud losses by 35% and improved seller retention by ~5%, strengthening marketplace integrity at scale.
Building Resilience Through Smarter Inventory Planning
Explore how we helped a leading home improvement retailer reduce inventory costs by 20% and cut emergency shipments by 30%. By optimizing stock placement across distribution centers and stores, we improved product availability, streamlined replenishment, and built a more resilient, cost-efficient supply chain.
Dynamic Markdown Optimization for a Grocery Retailer
A multinational retailer used MathCo’s markdown optimization framework to make clearance planning more responsive and data-driven. By replacing rigid, time-bound discounting rules with localized, demand-aware markdowns, the solution reduced margin leakage, improved sell-through, and enhanced execution consistency across stores.
Multi-Echelon Inventory Optimization for Supply Chain Management
Learn how MathCo built a contextualized Multi-Echelon Inventory Optimization tool for a leading CPG enterprise. Our approach reduced stockouts by ~12% annually, and reduced emergency shipments by more than 22%.
Transforming Manufacturing Efficiency with AI-Powered Scheduling Optimization
Discover how we helped a global beverage company save 24,000+ hours annually and cut waste by 40%. With an AI-powered scheduling platform, we eliminated manual tasks, unified workflows across six sites, and enabled real-time visibility, building a scalable foundation for growth and resilience.