Drive Accelerated Growth with Analytics for Your Automotive Business

Data-driven insights are the driving force that helps automotive companies navigate a competitive industry fueled by rapid market shifts. With our explainable, transparent, and dynamic solutions, our clients can truly revolutionize and empower their businesses to generate optimum results and achieve self-sufficiency. By deploying an integrated approach of combining offline and digital data, we create personalized insights that resonate with the customers.

Digital twins play a pivotal role in enhancing functional efficiency by optimizing factory configurations and decreasing downtime. Leveraging its potential can help businesses create faster and better results. At MathCo, we follow a simulation and emulation of real-world processes for analyzing and optimizing parameters. Our capabilities empower clients to increase the effectiveness of experimentation through digital simulation. This has enabled cost savings of ~70% and increased success rate by ~2x through simulated testing.

Predictive maintenance has harnessed data to improve vehicle performance and reduce downtime, enabling businesses to accelerate their processes. By unearthing latent insights through machine data, we capture maintenance issues in advance to reduce the negative impact on throughput and breakdowns. These are further integrated through machine interfaces to drive consumption in real-time.

Leveraging user-centric insights to optimize promotional strategies can help organizations streamline their marketing initiatives. By optimizing promotion strategies, we ensure that our clients’ investments create maximized benefits. Our process includes developing accurate attribution and insights to handle overlapping promo scenarios, multi-promo strategy, and more. Furthermore, we enhance decision-making by incorporating incrementality features in the model development.

Leveraging the right marketing element and maximizing ROI of marketing spends can help organizations discover enhanced brand value and penetration. Our experts closely analyze and determine the short-term and long-term brand impact of marketing investments. By identifying the brand intent among customers, we derive insights to optimize and prescribe ideal spend strategies to drive business value.

Identifying the right vendor who can innovate and evolve at the industry’s pace plays a crucial role in helping automotive businesses grow at scale. At MathCo, we equip our clients with improved metrics and strategies to gain advanced insights. Based on true performance attribution, we develop optimal and effective vendor engagement strategies that positively impact businesses. We create optimized incentive and pricing protocols to increase conversion, top-line volume, and revenue impact.

A seamless and high-functioning supply chain is essential for an automotive business to grow beyond disruptions. An optimized supply chain can help businesses cut costs without compromising quality and efficiency. We aid businesses by developing accurate trend and sales forecasting models through market study and analysis. These activate practical insights for our clients, ensuring that they have complete control of their intelligence. We optimize inventory allocation based on projected sales to reduce lost sales and stock holding costs.

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Our Experience

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Developing MLOps Framework to Optimize ML Models

We developed a complete MLOps framework for a leading automotive OEM to optimize their ML models and business processes.

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Demand Forecasting for Optimizing Truckloads

Optimize truckload efficiency with data-driven demand forecasting. Discover how our custom solution helped a leading battery distributor achieve a 44% load factor reduction and a projected 7x ROI through advanced analytics, improved load planning, and operational enhancements.

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Meet Our Experts

Take the next step towards excellence with our leaders

Nicole Crosby

Associate Principal

Nabeel Ahmed

Principal

Amit R Shah

Delivery Unit Head

Interested in What MathCo Experts Can Do for You?