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STREAMING OR BATCH, FROM ONE PLATFORM

Capture and stream your database and API events into your apps, warehouse, and AI without managing any infra. Choose from hundreds of both batch and streaming connectors while maintaining full control of your data.

What is Real-time ETL & CDC?

Real-time ETL & CDC means all the turn-key ability of using managed connectors to ETL/ELT data, but with millisecond refreshes in your data warehouse, databases, SaaS apps, vector DBS, and more.

How is Estuary Different?

Estuary makes streaming change data accessible to the whole data team. Simply point a connector at your source, and view real-time updates in your destinations. Access every source and destination you need by using Estuary connectors, or by bringing your own.

Who shouldn’t use Estuary?

Teams with low-velocity data and no business case for faster insight or operations would find less value in the usage of streaming connectors. Teams with a very manageable cost with their existing batch ELT solution will also find less value.

<100ms DATA PIPELINES

Replicate every insert, update, and delete from the DB transaction log within 1 second.

100+ CONNECTORS

Access every source and destination you need by using Estuary connectors, BYOC, or importing OSS.

50% LESS THAN BATCH ELT

Free up budget for the data team by spending less on data movement.

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TURN YOUR DATABASE INTO A STREAM

  • Always-on Change Data Capture (CDC) that replicates in real-time with exactly-once semantics, backed by cloud storage;
  • Deliver every insert, update, and delete in milliseconds as either a change log or fully reduced view in your destination system;
  • No topic and resource management - just configure a connector and go;
  • Capture once, use again and again. Add destinations without putting any additional load on your database.
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Learn more about how Estuary can help with real-time replication.

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USE OUR CONNECTORS,

ADD YOUR CONNECTORS.

  • Capture using log-based CDC or SaaS systems in real-time with custom-built Estuary connectors
  • Bring your own connector through open protocol
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TAKE BACK CONTROL OF YOUR DATA

  • Build real-time data products with streaming transforms in SQL & Typescript
  • Connect your own cloud storage for a real-time data lake, for both audit-ability and re-syncs without impacting your source
  • Push data to your destination using time-travel and history mode
  • Enforce data contracts or take advantage of automated schema drift
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THE AUTOMATION YOU WANT, WITH THE CONTROL YOU NEED.

Platform Features

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Schema Evolution

Ensure that your destination matches your source, even if you change primary keys.

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Automated Backfills

Backfill unbounded historical data that seamlessly transitions to real-time streaming.

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Streaming Storage

Optionally connect your own cloud storage for cost-effective change history.

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Exactly Once

Idempotent pipelines provide assurance that your numbers are exactly correct.

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Cleaned Data

Captured data is validated, de-duped, and stored in your bucket.

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Share Data

Seamlessly share data with any other Estuary account enabling cross-provider data access.

PIPELINES AS FAST AS KAFKA, EASY AS MANAGED ELT/ETL, CHEAPER THAN BUILDING IT.

Feature Comparison

EstuaryBatch ELT/ETLDIY PythonKAFKA
Price$$$-$$$$$-$$$$$-$$$$
Speed<100ms5min+Varies<100ms
EaseAnalysts can manageAnalysts can manageData EngineerSenior Data Engineer
Scale
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UNIFIED DATA STACK FOR, ANALYTICS, OPERATIONS AND AI PIPELINES

Empower your whole team around a unified view of your data for seamless analytics, data products and AI pipelines.

  • No-code analytics pipelines or build from a CLI;
  • Powerful, millisecond latency data products with streaming sql and typescript transformations;
  • Real-time generative AI pipelines;
  • Which are all idempotent, real-time, production-grade and SOC2 certified.
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