Dreambase brings AI-native query optimization, schema intelligence, and real-time data pipelines to the data layer — without ripping out what you already have.
Six capabilities, built together, working as one intelligence layer across your existing databases.
AI rewrites slow queries before they hit execution. Every query analyzed, optimized, and explained in plain English.
Detects drift, recommends index changes, and explains joins in plain English. Never be surprised by a breaking schema change again.
Sub-second streaming ingestion, no ETL queue latency. Data moves from source to destination in real time, every time.
Catches outliers in query patterns and row-level data in real time. Get alerted before anomalies reach your users.
Query across Postgres, MySQL, MongoDB, and S3 from a single interface. One query language, every data source.
Wraps your existing stack via proxy layer. No schema changes required, no rip-and-replace, no downtime windows.
Dreambase wraps around what you already have. No migration sprints, no re-architecture, no risk.
Point Dreambase at your existing database. Postgres, MySQL, MongoDB, or any JDBC source.
Tell the AI your performance goals. Latency targets, cost ceilings, compliance rules — set once.
Run your app unchanged. Dreambase rewrites, reroutes, and optimizes every query underneath.
Early teams using Dreambase have seen dramatic improvements in query performance and developer productivity.
"Queries that used to timeout in 30 seconds now return in under 200ms. We haven't changed a line of application code."
"Schema drift used to cause weekend incidents. Dreambase flagged every breaking change before it reached production."
"Getting a full schema analysis from scratch used to take two sprints. Dreambase does it in an afternoon."
Join the early access program. No commitment, no migration required.