Automobile insurance rates
A car insurance company wants to optimize its rates so that it can offer its customers fair, understandable prices. To do this, it needs to classify vehicles into different categories based on their technical characteristics, such as power, fuel type, vehicle age, etc. These classifications need to be not only precise, but also interpretable, so as to be able to justify the rates offered to customers.
Solution
Our Q-Medoids module can help you to group vehicles into different categories efficiently.
Based on vehicle data such as engine power, fuel type, year of manufacture, etc., the Q-Medoids module groups vehicles into different categories according to technical characteristics. Thanks to quantum computing, the module quickly and efficiently finds the best groups of vehicles. The special feature is that each category is represented by a real vehicle that embodies the typical characteristics of that category. So, when a new customer applies for insurance, his or her vehicle is compared with representative vehicles from different categories. The vehicle is then placed in the most similar category, and the rate is calculated according to the characteristics of the vehicle representative of that category.
Advantage
The Q-Medoid module helps insurance companies to group vehicles in an efficient and comprehensible way, enabling them to set fair and easy-to-understand rates. This approach enhances the company's competitiveness and boosts customer confidence.