Materialize

About Materialize

Materialize is a real-time data platform that provides a live data layer for apps and AI agents. It ingests data from multiple sources and enables SQL-based, up-to-the-second transformations to create canonical live data products, supporting fast, low-latency queries for data-intensive UIs, event-driven architectures, and AI contextualization. The company targets engineering and data teams, offering cloud, self-managed, and local deployment options to build fresh data for operational use cases. Based on its messaging, Materialize emphasizes incremental computation and a unified view of data to reduce latency and infrastructure costs across on-premises and cloud environments.