Summary

Agent-driven live data layer transforms siloed database structures into real-world engineering contexts, enabling up-to-the-second responsiveness for data-intensive queries in applications like OLTP. The solution utilizes SQL-based live data layers to reduce costs while increasing loan eligibility checks, allowing engineers to access features across three data sources within just 50 milliseconds for ML scoring. Trusted by engineering leaders, Materialize provides real-world context engineering that ensures agents build contextual building blocks to discover and react to scaleable data demands, fundamentally redefining how agents connect to their data sources.

Title

The Live Data Layer for Apps and AI Agents | Materialize

Description

Materialize lets your team use SQL to create up-to-the-second views into any element of your business, helping you operate confidently in dynamic environments. Use Materialize to deliver fresh context to AI agents, power data-intensive UIs, and create low

Keywords

data, feature, context, customer, sources, products, costs, loan, eligibility, second, free, engineering, keep, architecture, reduction, store, increase

NS Lookup

A 65.8.202.24, A 65.8.202.98, A 65.8.202.73, A 65.8.202.78

Dates

Created 2026-04-12

Updated 2026-04-12

Summarized 2026-05-02