Real-time ELT and much more
Estuary Flow is the first real-time Data Operations platform for future-proof pipelines, including both historical and real-time data set up in minutes.
Architected to scale and prevent downtime.
What Flow does
Estuary Flow guides your data through its entire lifecycle, from collection to operationalization, in real-time.
Event-based data pipelines capture new data from all your source systems and land it where you need it. Optional transformations instantly prepare data products to meet your business needs.
Real-time CDC and ELT
Scalable backfills and real-time change data capture from your database or SaaS.
Real-time transformations
Join data from disparate sources or reshape it to your needs, all in real time.
Low-latency materializations
Create continuously updated views of your data where you need it.
Watch Product Demo

Features

Built-in testing

Survive any failure

Exactly-once semantics

Minimize load on your systems

Scaling

Live reporting and monitoring
Get Started
Cloud

Sign up for the beta program and get started using Estuary Flow to create production-grade, real-time data pipelines for free.
Self-hosted

Get started immediately with Estuary Flow for free on Github under the Business Source License.
Estuary Flow
Real-time ELT, and much more
Estuary Flow is the most powerful engine for maintaining millisecond-latency materialized views in your databases. Built to scale and prevent downtime.

Unlock your data’s full potential
Historical and real-time access for all data sources
Capture from any data source and be sure that you'll have both millisecond-latency and unlimited history.
Accessible system of record
Store and process mission critical data with limitless scale, guaranteed uptime and correctness. Plug it directly into your tools to enable the newest technologies without engineering effort.
Build new views and services
Create new services and views in minutes without having to worry about historical backfill, scaling, or maintaining infrastructure.
Capabilities
Build, scale and manage data-intensive views powering modern apps, warehouses, and API’s
Estuary Flow continuously delivers real-time transformations where you want them, at limitless cloud scale, with bulletproof resilience.




Data sent to Flow lives in cloud storage and is stored in accessible JSON that can be directly consumed by any existing analytics tool, without having to go through brokers.

Ensure transactional consistency so you can have precise world views - and not just eventually consistent or at-least-once semantics.

Flow combines millisecond latency with all of historical data, so one view of your data meets the requirements for any use case.

Estuary Flow makes scaling hands free. It automatically distributes data and workload demand. Break free from the tyranny of partitioning.
- Petabyte scale with deployments processing > 7 GB/s
- Built on Gazette, which has been in production since 2015.
Getting Started

Architects
Future-proof your systems and data flows.
Flow allows you to ensure your data layer has millisecond latency and will scale no matter where you are now or what the future holds.

Developers
A developer-friendly materialized view creation and management engine.
Build fast in your favorite development environment. Flow is designed for developers working in team environments, utilizing version control and emphasizing composition and re-use.

DevOps & SRE
Scale your data without growing your operations.
Simplify your real-time dataflows from many systems wired together, each with the potential for downtime to one bulletproof piece of infrastructure.