Data-Driven Centerlining revolutionizes manufacturing. Discover how a global packaging manufacturer automated analysis, optimized machine setpoints, and enabled data-driven decisions, boosting yield, quality, and efficiency.
Case Study Topic: Data Science Consulting
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.
Transforming Workforce Planning with a Custom Intelligence-Driven Solution
Discover how MathCo helped a global manufacturer streamline workforce planning with a custom-built, intelligence-driven platform that reduced manual effort, improved accuracy, and enabled smarter decision-making.
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.
Data-Driven Pricing for Improved Profitability in Apparel Retail
We partnered with a leading apparel retailer to build a data-driven pricing optimization framework that helped unlock ~$2.5M in annual margin gains. By incorporating price elasticity, product lifecycle stages, and granular demand patterns, the solution empowered the client to make more confident pricing decisions, reduce reliance on blanket discounts, and improve the overall effectiveness of their promotion strategy.
Driving Retention and Engagement Through Customer Lifetime Value Analysis
We helped a leading retail enterprise unlock over $36M in topline impact by transforming its customer engagement strategy through predictive CLTV modeling. By shifting from static, spend-based metrics to dynamic, behavior-driven insights, our solution enabled precise segmentation and improved retention – driving measurable growth and long-term customer value.
Driving Operational Resilience Through Shrinkage Detection
Discover how MathCo partnered with a leading grocery retailer to drive operational resilience through shrinkage detection by establishing an anomaly detection framework, resulting in $150M+ impact on reported revenue and 8.5+ NPS Consumption Score.
Enhancing Shelf Space Efficiency in Home Improvement Retail
Discover how MathCo partnered with a leading home improvement product retailer to optimize limited shelf space by effectively designing planograms based on localized trends, maximizing sales per square foot and margin while ensuring in-demand items remained readily accessible to customers, resulting in improved shelf space utilization by ~20% increasing revenue by ~7%.
Optimizing Replenishment Strategies via Demand Forecasting
Learn how we helped a leading home improvement product retailer optimize replenishment strategies through a speedy demand forecasting system, resulting in $12.33MM monthly opportunistic costs uncovered due to forecasting BIAS improvements. By enabling more precise decision-making for purchase orders, we brought about a 66% reduction in demand planner overrides and reduced execution time from twenty to seven hours.
Impact of Operational Issues on Customer Behavior
Discover how our tailored data analysis helped a leading retail giant understand and quantify the impact of operational issues on customer behavior and NPS scores with relation to both existing members as well as those on a trial period.