Lumnion offers an automated data preparation and earned premium calculation solution, making it easy and fast to create modeling data suitable for machine learning without any coding. Simply choose your analysis period, and you are ready to go, eliminating operational risk and the need for code. This tool simplifies complex calculations, allowing you to obtain the most accurate numbers with just a few clicks.

Moreover, Lumnion enhances risk pricing and actuarial modeling by discovering hidden patterns and identifying new variable combinations, thereby improving risk detection for insurance products. Combining domain expertise with collective artificial intelligence, Cheetah simplifies the modeling process and generates calculations that surpass human capabilities. It supports sophisticated actuarial modeling, including GLM, GAM, XGBoost, and other widely used machine learning algorithms for risk modeling. Platform includes automated and manual variable grouping, factor and interaction advice, statistical results for all factors and models, model comparison modules, and automated reporting to enhance the user experience when building complex risk models.