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Systems that keep materialized views incrementally updated while ensuring query results reflect a consistent snapshot across all sources.
Distinct from Materialized Views: Distinct from Materialized Views: emphasizes transactional consistency across multiple sources during incremental updates, not just pre-computed query results.
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Materialize is a streaming SQL database that continuously ingests live data from sources such as Kafka, Redpanda, PostgreSQL, and MySQL, and incrementally maintains materialized views. It provides a PostgreSQL-compatible query engine that accepts standard SQL over the PostgreSQL wire protocol, enabling any existing SQL client or BI tool to query real-time data. The system also includes a Model Context Protocol (MCP) server that exposes live materialized view data to AI agents, providing fresh context without polling. Materialize distinguishes itself through its ability to offer configurable c
Keeps materialized views incrementally updated with consistent snapshots across all data sources.