Pathwork is revolutionizing life insurance underwriting by incorporating AI-powered vector search technology, significantly improving accuracy and efficiency in the process. By automating workflows traditionally plagued by manual errors and subjective judgments, Pathwork's system reduces task completion time and conserves human resources, promising precision that is crucial for customer satisfaction and avoiding financial discrepancies. The company opted for Qdrant Cloud as their vector database due to its superior documentation and support, which was pivotal in enhancing their platform's performance. Post-implementation, Pathwork achieved substantial gains in precision, cutting mean squared error almost in half and reducing query latency from 9 seconds to 2 seconds, while also seeing a 50% month-over-month growth in usage. As a result, accuracy and user satisfaction increased, with brokers rapidly adopting the system and recommending it through word-of-mouth. Pathwork plans to further integrate with insurance carriers, aiming to set a new industry standard for precision and efficiency in underwriting, supported by Qdrant’s reliable capabilities.