Materialize
Materialize is a live context layer for agents and apps, using SQL to transform siloed data into interactive context.
Last updated September 1, 2026
Overview
Materialize is a platform that provides a live context layer for agents and apps. It uses SQL to transform siloed data into interactive context, enabling real-time data products. It integrates data from various sources, separates storage from compute, and uses an incremental computation engine to keep data up to date. It is trusted by engineering leaders and is used in financial services and fintech for real-time decisioning.
History
Materialize is described as a live context layer for agents and apps, using SQL to transform siloed data into interactive context. It integrates data from any source, separates storage from compute, and uses an incremental computation engine. It is used by companies like Vontive, Neo Financial, and Bilt for real-time data processing.
Sources
- The Live Context Layer for Agents and Apps | Materialize
- Powering Real-time Loan Underwriting at Vontive | Materialize
- Neo Financial Cuts Costs 80% with an Online Feature Store Powered by Materialize | Materialize
- Inside Bilt's Live Context Layer: Real-Time Data for Apps, Offers, and Agents | Materialize
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