How Toyota and Total Wine Use Mathematical Optimization for Millions in Savings

Mathematical Optimization in Action

• 💡 Mathematical optimization is a powerful tool for enterprises to automate decisions and achieve business success.
• 🎯 Real-life use cases, like those presented at the Gurobi Decision Intelligence Summit, showcase its practical applications.

Toyota's Manufacturing Planning

• 🚗 Toyota utilizes optimization for planning vehicle manufacturing, considering demand forecasts across regions and vehicle types.
• ⚙️ They developed tools that allow planners to interact with optimization models, enabling scenario testing and "what if" analysis on factors like tariffs and supply chain disruptions.
• 💬 This approach, integrating LLMs for a natural language interface, empowers planners without deep optimization expertise to make informed macro-level manufacturing decisions.

Total Wine's Inventory Management

• 🍷 Total Wine faces a complex challenge in managing inventory for a vast selection of beers and wines.
• 📦 Optimization helps address decisions on case sizes, quantities, and delivery schedules for thousands of products.
• 📊 A team of data scientists, without traditional operations research backgrounds, successfully implemented optimization techniques when machine learning proved insufficient.

Gurobi's Support and Impact

• 🤝 Gurobi provides not just software but also exceptional support teams with PhDs in optimization to assist customers.
• 📈 This support helps companies overcome implementation challenges, leading to significant cost savings and opportunities for reinvestment.
• 🚀 The success stories highlight how optimization can be implemented in-house, even by teams new to the field, driving substantial business value.