Estuary
Platform
Estuary platformFully managed right-time pipelines, built in minutesDeployment optionsPublic cloud, private, or bring your own cloudSecurityHow Estuary keeps your data protected
Move data
Change data captureLog-based replication from your databasesReal-time data deliveryStream changes to any destinationBatch data integrationScheduled loads from SaaS and files
Transform & automate
Data transformationsPython, SQL, and TypeScript, in flightAutonomous data pipelinesPipelines that manage themselves
Build for AI
AI data integrationFresh context for models and agentsAgent skillsNewLet agents build and run pipelines
New to Estuary?
Estuary 101 webinar
Estuary 101: your first pipeline, start to finishCaptures, collections, and materializations explained in the dashboard.Watch video
Compare EstuaryAll comparisons
By use case
Data movementSync databases, SaaS apps, and streamsData lakes and warehousesKeep data lakes and warehouses freshAIFeed models with right-time contextReal-time analyticsDashboards that are never stale
By industry
FinanceSupply chain and logisticsMarketingEcommerceHealthcare & wellness
By technology
Snowflake logo
Snowflake
Apache Iceberg logo
Apache Iceberg
NetSuite logo
NetSuite
Apache Kafka logo
Kafka
Browse 200+ connectors
For enterprisePrivate deploymentsRun Estuary inside your own cloudYour data never leaves your network. Built for regulated and security-first teams.Explore private deployments
Trusted by
Glossier logo
Together AI logo
Resend logo
All customer stories
PricingConnectors
Start building
DocumentationSet up your first pipeline in 15 minutesTutorials & quickstartsPostgres → Snowflake CDC, and moreGetting started with agentsLet AI agents build and run pipelines with EstuaryCLI referenceManage pipelines from your terminal with flowctl
Learn
BlogCustomer storiesProduct updatesNewWebinarsVideo libraryPodcasts
Community & company
Slack community2,000+ membersGitHubPartner directoryAbout EstuaryStatus
See Estuary in action
Build a Postgres → Snowflake pipelinePlay demoShort product demos, feature by featureWatch demos
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Data, The Moment It Happens

Continuously extract data once, then control when and where it's delivered. From sub-second to scheduled, all in one platform.

Watch VideoBook A Demo

Connect once. Deliver in real time.

Estuary uses change data capture to detect updates the moment they happen and delivers them to downstream systems in under 100 milliseconds, all through a single managed pipeline with no duplicate extraction.

Real-time CDC pipeline delivering data from sources to destinations in under 100msData flows from source systems through Estuary to Realtime Dashboards, Operational Databases, Search Systems, Event-driven Services, and AI Systems. Central hub shows 100ms delivery latency.100msdeliveryRealtimeDashboardsOperationalDatabasesSearchSystemsEvent-drivenServicesAISystems

Production use cases

  • Xometry logo

    Success Story

    Secure, Real-Time Private Deployment

    Cut integration costs 60% with a managed pipeline that just works.

    Andrew Woelfel — testimonial author avatar
    Andrew WoelfelSenior Manager, Data Engineering and Analytics, Xometry

    “Estuary has been a pleasure to work with and has significantly modernized our data infrastructure, delivering real-time and scalable processes that will significantly impact company-wide operations. Every data-driven organization should be looking at Estuary today.”

    Read Full Success Story
  • Recart logo

    Success Story

    Real-Time Customer Segmentation

    Sub-second event ingestion across 500M+ monthly transactions, without the complexity.

    Istvan Kovacs — testimonial author avatar
    Istvan KovacsCTO, Recart

    “Estuary became our real-time data backbone without the cost or complexity of traditional solutions. We replaced a fragile, high-maintenance pipeline with a managed system that just works and scales.”

    Read Full Success Story
  • Together AI logo

    Success Story

    Feed low-latency ML interface pipelines

    Ensure models receive fresh features instantly, enabling responsive inference and real-time decisioning.

    YuTong (Julia) Zhang — testimonial author avatar
    YuTong (Julia) ZhangSenior Software Engineer, Together AI

    “In a week, I was able to instrument my services, get data into the warehouse, and start using it. I don't think that would have been possible without Estuary.”

    Read Full Success Story
Built for true real-time data: Estuary pipeline stagesEstuary pipeline with continuous extraction and configurable delivery to warehouses, analytics, AI apps, and data lakes.Estuary pipelineContinuous extractionDelivery control andschedulingDataWarehousesAnalyticsOperationalsystemsAI AppsDataLakes

Built for true real-time data

Extract once. Tune delivery latency per destination.

  • Exactly-once delivery across all destinations

  • Deterministic recovery without re-extraction

  • Configurable delivery latency

View Connectors Docs

Why it matters

Modern businesses rely on data for analytics, reporting, operations, and AI. Estuary removes the batch vs real-time tradeoff by letting teams extract data continuously and choose delivery timing based on downstream needs, without rebuilding pipelines or duplicating infrastructure.

Pipeline architecture: many components versus unified EstuaryLeft: separate components including CDC connector, stream broker, transformation, orchestration, and schema management. Right: unified Estuary platform.
CDC ConnectorStream BrokerTransformation LayerWorkflow OrchestratorSchema Manager
YuTong (Julia) Zhang — testimonial author avatar

“In a week, I was able to instrument my services, get data into the warehouse, and start using it. I don't think that would have been possible without Estuary.”

YuTong (Julia) Zhang, Senior Software Engineer, Together AI
Success Stories

One platform for all data movement

Watch VideoBook A Demo

Frequently asked questions

    What does “real-time” mean in Estuary?

    Estuary delivers data in under 100 milliseconds end-to-end, allowing downstream systems like analytics dashboards, operational databases, and AI models to act on fresh data instantly.

    Traditional streaming requires managing infrastructure like Kafka and custom pipelines. Estuary provides a fully managed platform that handles ingestion, delivery, and recovery without operational overhead.

    Yes. Estuary lets you configure delivery latency per destination, so you can run sub-second pipelines for critical systems and slower delivery for cost-sensitive workloads.

    No. Estuary guarantees exactly-once delivery and deterministic recovery, ensuring accuracy and consistency even in real-time pipelines.

    Real-time analytics dashboards, fraud detection systems, operational monitoring, and AI inference pipelines all benefit from continuously fresh data.