A global technology manufacturing leader with 10+ diverse business units faced siloed systems and fragmented digital maturity. By designing a unified AI strategy roadmap, MathCo unlocked ~$500Mn in business value, streamlined governance, and positioned the enterprise for scalable, AI-driven innovation.
Case Study Topic: Data Analysis
People & Operations – AI Lead Data Quality Management Program
A global CPG enterprise modernized its HR data management with an AI-driven Data Quality Engine. By automating validations, enforcing consistent rules, and delivering real-time insights, the company unlocked $600K+ annual savings, improved HR data accuracy by 25%, and built a trusted enterprise data foundation for better workforce decisions.
RepGPT: Transforming the World of Pharma Sales Representatives with Multi-Agent Frameworks
A leading US pharma company adopted RepGPT’s AI-powered multi-agent framework to streamline operations and empower sales reps. The solution cut administrative prep time by 60%, improved HCP engagement quality by 30%, and accelerated drug adoption cycles—driving stronger collaboration, data-backed personalization, and higher sales performance.
AI-enabled Process Streamlining
A US-based logistics leader faced inefficiencies in managing thousands of contracts due to manual processes and cross-functional bottlenecks. By implementing Generative AI and automation, the company reduced errors by 80%, identified $400K in improper accruals, saved 40 hours of manual work weekly, and enhanced customer experience with accurate, timely billing.
Elevating Customer Experience through Feedback Analysis
MathCo’s solutioning approach helped a leading fashion and beauty brand understand and unlock insights from consumer feedback. Our tool analyzed ~150,000 multi-lingual feedback within 6 – 12 months of solution implementation, reducing time-to-insights by 90%.
Unlocking Agility and Precision Through Demand Planning Innovation
Learn how we helped a global tire manufacturer cut forecast volatility by 7%, boost accuracy by 5%, and reduce runtime by 60%, unlocking faster, smarter, and scalable demand planning.
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.
Competitor Promotion and Messaging Insights Solution
Traditional Competitive Intelligence (CI) processes in pharma are slow and manual. MathCo’s GenAI-powered framework transformed CI for a leading pharmaceutical firm, automating competitor promotional analysis with 95% accuracy, cutting effort by 80%, and delivering real-time strategic insights. Learn how AI-driven intelligence enhanced decision-making and saved millions in costs.
GenAI-Powered Drug Trial Data Extraction Framework
MathCo’s GenAI-powered framework automates clinical trial data extraction, reducing manual effort by 80% and accelerating data processing by 3X. By enhancing accuracy and ensuring seamless scalability, this AI-driven solution helps pharmaceutical firms streamline workflows, improve compliance, and accelerate drug development with greater efficiency.