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Materialize

The live data layer for agents and apps

Data & Analyticsreal-time-datasqlstreamingincremental-computationai-agentsevent-drivendata-platform
Materialize screenshot

About

Materialize is a live data platform that uses incremental computation to keep SQL-defined views continuously up to date as underlying data changes. It ingests data from databases, ERPs, CRMs, and other sources, enabling teams to build real-time data products, power data-intensive UIs, and deliver fresh context to AI agents. Its incremental engine minimizes infrastructure costs by only recomputing what has changed, making sub-second latency practical at scale.

Problem

Teams struggle to keep data fresh and consistent across systems in real time without incurring prohibitive infrastructure costs or complexity.

For

Engineering and data teams building real-time applications and AI-driven architectures

How it works

Materialize continuously ingests data from multiple sources and uses an incremental computation engine to maintain up-to-the-second SQL views, exposing them for direct querying or downstream event-driven use cases.

Business model

unknown

Status

launched

Company

Materialize, Inc.

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