September 2025 Summaries

Reducto faced a challenge in managing its rapidly scaling customer usage due to a bottleneck in its Postgres instance on Amazon RDS, necessitating a zero-downtime database migration to avoid disrupting its 24/7 API services. After evaluating several options, including PlanetScale for Postgres, which was unsuitable due to its requirement for logical replication and mandatory backups conflicting with Reducto's Zero Data Retention policy, the company opted for PgDog. PgDog allowed Reducto to mirror traffic from the old to the new database instance without needing application changes or logical replication. The migration process involved testing PgDog's ability to handle production-scale client connections, monitoring mirroring metrics, and ensuring data consistency before swapping databases, all of which were meticulously planned and executed with the assistance of PgDog's team. The successful migration, which included a version upgrade from Postgres 16 to 17, was accomplished without downtime or data inconsistencies, showcasing PgDog's effectiveness and marking a significant operational improvement for Reducto.

Elysian, an AI-native Third-Party Administrator for commercial insurance claims, addresses the overwhelming challenge faced by adjusters, who manage hundreds of claims with thousands of pages of documents, by leveraging AI and modern technology. Founded with expertise in both insurance and technology, Elysian developed a platform from the ground up to automate complex claims handling and enhance analytics and compliance management. They initially focused on solving document processing challenges, crucial for managing the vast and varied data within insurance claims. While traditional solutions like Microsoft Azure's Document Intelligence fell short, Elysian ultimately adopted Reducto for its coherence and verifiability in document interpretation. The company also innovated an internal claims intelligence engine to monitor adjuster performance and best practices, which evolved into a standalone analytics offering for clients. With recent seed funding, Elysian plans to integrate claims analytics with underwriting modeling, aiming to bridge the gap between claims, risk, and pricing, thereby transforming the insurance industry by effectively managing unstructured qualitative data.