Shift Technology, founded in 2014 and based in France, operates within the software industry, specifically focusing on business intelligence solutions for the insurance sector. The company employs between 201 and 500 individuals and has reported revenues of approximately $105 million. Shift Technology's document corpus highlights its expertise in addressing critical challenges faced by the insurance industry, particularly concerning the combined ratio problem, which refers to the relationship between claims costs and premiums. Their research articles and case studies delve into topics such as underwriting risk and the impact of claims automation on loss ratios. The documents indicate a growing concern regarding the rising costs of claims, exacerbated by macroeconomic factors like inflation and supply chain issues. Shift Technology collaborates with major property and casualty insurers, processing a significant volume of claims and providing insights into improving claims efficiency and management. The company's focus on leveraging artificial intelligence for subrogation and underwriting risk management reflects its commitment to enhancing operational efficiencies within the insurance landscape.