Case Studies: Unlocking Real Success for Businesses

Enhancing Inventory Visibility Through Smart Inventory Estimation

The client faced major challenges with inventory estimation and inventory visibility due to inconsistent reporting across retail stores where some updated daily, others weekly or monthly. This led to inaccurate tracking, operational inefficiencies, and increased inventory loss, driving frequent stock-outs, and planning disruptions. Our solution helped them improve stockout detection by ~21% and save $4.2M on infrastructure costs. 

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Reducing Invisible Losses with Shrinkage Detection

A leading Fortune 100 CPG manufacturer struggled to identify shrinkage due to limited visibility into retailer data and operations. Our shrinkage detection solution helped them bridge data gaps and set up dynamic shrinkage thresholds, unlocking a $16M revenue opportunity within 12 months.

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Pharma data quality management case study

Automating Data Quality to Power High-Velocity MMM

MathCo transformed MMM for a global pharma leader by eliminating tagging errors, file delays, and manual data fixes through an automated DQ Rule Engine and Watchtower. This end-to-end framework reduced data quality issues by 70%, restored trust in inputs, and enabled fully on-demand MMM cycles for faster, more reliable decision-making.

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Driving Profitability Through Risk-Based Pricing for Commercial Auto Insurance

A leading global auto insurance broker partnered with MathCo to strengthen pricing accuracy through a risk-based predictive pricing engine. By integrating telematics, FMCSA, and claims data, the solution delivered consistent pricing decisions, improved underwriting efficiency, and helped the client proactively manage risk across commercial auto accounts.

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Obsolete Part Matching

Accelerating Obsolete Part Matching with an AI-Powered Cognitive Match Engine

Discover how MathCo helped a global manufacturer accelerate obsolete part matching using AI. Through the Cognitive Match Engine, we custom built a data extraction framework, unified fragmented data, achieved near 100% accuracy, and reduced response times from days to seconds, boosting efficiency, revenue, and customer satisfaction.

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Powering Precision with Data-Driven Assortment Optimization

Through data-driven assortment intelligence, a leading US-based apparel retailer achieved sharper localization and improved customer satisfaction. Leveraging advanced clustering and optimization, MathCo enabled tailored product mixes across 5,000+ stores, driving a ~7% sales uplift and ~$5M revenue impact for high-priority categories while ensuring every store met the unique demands of its shoppers.

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Optimizing Omnichannel Marketing Strategy with MTA

Optimizing Omnichannel Marketing Strategy with MTA

Discover how a leading global Pharma company transformed its rare disease omnichannel marketing strategy through Multi-Touch Attribution. By leveraging MathCo’s interpretable, data-driven MTA model, the client identified high-impact channels, optimized call strategies, and boosted NBRx outcomes, thus unlocking precision engagement in one of pharma’s most challenging markets.

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Intelligent Product Substitution for CPG

Reducing Lost Sales Opportunities with Intelligent Product Substitution

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.

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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.

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