Lumnion — AI for Insurance

Lumnion addresses the core challenge of slow, manual pricing cycles in insurance. For actuaries and pricing managers, this means moving from periodic, GLM-based reviews to a more dynamic, AI-powered process. The platform automates the entire workflow, starting with data preparation—a notoriously time-consuming task. It supports a full range of modeling techniques, from traditional GLMs and GAMs to advanced machine learning algorithms like XGBoost and Random Forest, allowing you to use the best tool for each specific risk. A key differentiator is its focus on transparency. Lumnion can convert the outputs of its complex ML models into understandable base prices and coefficients, making them explainable for regulatory and internal review. This 'white-box' approach builds trust and eases adoption. Furthermore, the platform is built for integration, using APIs to connect with your core systems and a dedicated rate engine to deploy new prices. By combining internal policy data with external sources, it enables micro-segmentation and a 360-degree customer view, ultimately driving more accurate and profitable pricing decisions.